Multi-regional (RICE) Results
This page reports preliminary results from running the package with multi-regional partitions of the world and compare them with the 1-region implementation (DICE).
We first run the model with equal n regions (changing n) and then with the more realistic RICE-based partition (changing the weights).
Warning This is a first draft of the model results. Several anomalies are present, most likely due to errors in the code or in the parametrisation.
We start by loading the required packages.
Show code
using Pkg
Pkg.activate(joinpath(@__DIR__,".."))
#Pkg.add(["DICEModel", "CSV","DataFrames","Plots"]) # Run once and comment this back
using DICEModel, Ipopt, JuMP, Plots, Test Activating project at `~/work/DICEModel.jl/DICEModel.jl/docs`Effect of multiple regions
We run DICE2023_NREG testing 1,2,4,6,8,10 and 12 regional partitions.
Show code
nregs = [1,2,4,6,8,12]
n_nregscen = length(nregs)
results = Dict(["$(nregs[n])_regions" => run_dice(DICE2023_NREG(nregs[n]), optimizer=optimizer_with_attributes(Ipopt.Optimizer,"print_level" => 5, "max_iter" => 4000, "tol"=> 5*10^-8, "acceptable_tol" =>5*10^-6)) for n in 1:n_nregscen])
plot_attributes = Dict(
"1_regions" => (label="1 region (DICE)", linestyle=:solid, colour=:red3, linewidth=:2),
"2_regions" => (label="2 regions", linestyle=:solid, colour=:navy,linewidth=:3),
"4_regions" => (label="4 regions", linestyle=:dash, colour=:midnightblue,linewidth=:3),
"6_regions" => (label="6 regions", linestyle=:dot, colour=:indigo,linewidth=:3),
"8_regions" => (label="8 regions", linestyle=:solid, colour=:blue3,linewidth=:1),
"10_regions" => (label="10 regions", linestyle=:dash, colour=:darkslategray,linewidth=:1),
"12_regions" => (label="12 regions", linestyle=:dot, colour=:royalblue2,linewidth=:1),
)
times = results["1_regions"].times.+2020This is Ipopt version 3.14.17, running with linear solver MUMPS 5.7.3.
Number of nonzeros in equality constraint Jacobian...: 9902
Number of nonzeros in inequality constraint Jacobian.: 969
Number of nonzeros in Lagrangian Hessian.............: 3058
Total number of variables............................: 3727
variables with only lower bounds: 1944
variables with lower and upper bounds: 243
variables with only upper bounds: 0
Total number of equality constraints.................: 3529
Total number of inequality constraints...............: 809
inequality constraints with only lower bounds: 486
inequality constraints with lower and upper bounds: 0
inequality constraints with only upper bounds: 323
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
0 0.0000000e+00 6.28e+03 1.00e+00 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0
1 3.6192919e+03 6.28e+03 2.69e+03 -1.0 2.97e+10 - 8.82e-08 3.01e-06f 1
2 3.7115342e+03 6.28e+03 2.89e+03 -1.0 1.74e+09 - 6.21e-07 4.04e-06f 1
3r 3.7115342e+03 6.28e+03 9.99e+02 3.8 0.00e+00 - 0.00e+00 3.32e-07R 5
4r 2.9022585e+03 5.10e+03 9.99e+02 3.8 4.23e+07 - 4.33e-05 1.92e-04f 1
5 3.1082654e+03 5.10e+03 9.66e+00 -1.0 2.71e+07 - 1.10e-04 3.51e-04f 1
6 3.1099930e+03 5.10e+03 1.04e+01 -1.0 1.24e+07 - 9.18e-05 2.51e-05f 1
7 3.1306375e+03 5.10e+03 6.88e+00 -1.0 1.20e+07 - 6.48e-05 1.27e-04f 1
8 3.1306719e+03 5.10e+03 7.09e+00 -1.0 9.60e+06 - 1.60e-04 4.27e-07h 3
9 3.1333987e+03 5.10e+03 1.47e+01 -1.0 9.71e+06 - 2.34e-04 2.60e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
10 3.1674857e+03 5.10e+03 3.98e+01 -1.0 9.44e+06 - 1.13e-04 2.60e-04f 1
11 3.1760684e+03 5.10e+03 5.39e+01 -1.0 6.60e+06 - 2.59e-04 1.73e-04f 1
12 3.1929592e+03 5.10e+03 7.27e+01 -1.0 5.49e+06 - 3.10e-04 3.07e-04f 1
13 3.2135966e+03 5.09e+03 8.53e+01 -1.0 4.17e+06 - 4.57e-04 4.88e-04f 1
14 3.2463670e+03 5.09e+03 6.70e+01 -1.0 2.95e+06 - 6.60e-04 1.10e-03f 1
15 3.2464744e+03 5.09e+03 6.43e+01 -1.0 1.65e+06 - 1.29e-03 2.59e-04f 1
16 3.2338336e+03 5.08e+03 5.53e+01 -1.0 1.49e+06 - 5.55e-04 1.31e-03h 1
17 3.2331764e+03 5.08e+03 5.55e+01 -1.0 9.68e+05 - 3.38e-05 1.55e-05h 1
18 3.2331673e+03 5.08e+03 5.55e+01 -1.0 9.64e+05 - 8.83e-07 6.56e-07f 2
19 3.2331371e+03 5.08e+03 5.55e+01 -1.0 9.64e+05 - 1.36e-06 2.81e-06f 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
20 3.2330984e+03 5.08e+03 5.57e+01 -1.0 9.63e+05 - 4.20e-06 1.15e-05h 1
21 3.2333000e+03 5.08e+03 5.62e+01 -1.0 9.60e+05 - 1.35e-05 2.27e-05h 1
22 3.2336914e+03 5.08e+03 5.69e+01 -1.0 9.54e+05 - 3.19e-07 4.12e-05f 1
23 3.2344711e+03 5.08e+03 9.79e+01 -1.0 9.43e+05 - 4.51e-06 1.68e-04f 1
24 3.2348169e+03 5.08e+03 1.34e+02 -1.0 9.02e+05 - 4.93e-04 1.75e-04f 1
25 3.2352992e+03 5.08e+03 1.47e+02 -1.0 8.62e+05 - 1.88e-04 4.63e-04f 1
26 3.2352344e+03 5.08e+03 1.47e+02 -1.0 7.67e+05 - 2.08e-04 1.02e-05h 1
27 3.2336793e+03 5.07e+03 1.47e+02 -1.0 7.66e+05 - 4.29e-05 2.14e-04f 1
28 3.2335784e+03 5.07e+03 1.47e+02 -1.0 7.28e+05 - 2.46e-05 1.01e-05h 1
29 3.2328861e+03 5.07e+03 1.47e+02 -1.0 7.26e+05 - 1.35e-05 6.92e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
30 3.2318796e+03 5.07e+03 1.47e+02 -1.0 7.15e+05 - 1.61e-04 9.37e-05h 1
31 3.2299075e+03 5.07e+03 1.47e+02 -1.0 7.00e+05 - 6.39e-05 1.63e-04h 1
32 3.2273344e+03 5.07e+03 1.47e+02 -1.0 6.74e+05 - 5.26e-05 1.88e-04h 1
33 3.2229742e+03 5.07e+03 1.48e+02 -1.0 6.47e+05 - 1.49e-04 2.82e-04h 1
34 3.2223350e+03 5.07e+03 1.48e+02 -1.0 6.09e+05 - 4.54e-05 3.42e-05h 1
35 3.2218708e+03 5.07e+03 1.48e+02 -1.0 6.05e+05 - 3.73e-05 2.38e-05h 1
36 3.2184419e+03 5.07e+03 1.48e+02 -1.0 6.02e+05 - 2.27e-06 1.75e-04h 1
37 3.2099059e+03 5.07e+03 2.25e+02 -1.0 5.80e+05 - 1.15e-04 4.10e-04h 1
38 3.2071066e+03 5.07e+03 2.15e+02 -1.0 5.34e+05 - 1.58e-04 1.17e-04h 1
39 3.1963283e+03 5.06e+03 3.04e+02 -1.0 5.22e+05 - 3.52e-05 4.51e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
40 3.1868363e+03 5.06e+03 3.26e+02 -1.0 4.79e+05 - 2.42e-04 3.99e-04h 1
41 3.1860666e+03 5.06e+03 3.73e+02 -1.0 4.45e+05 - 7.40e-05 3.27e-05h 1
42 3.1854718e+03 5.06e+03 5.64e+02 -1.0 4.42e+05 - 5.47e-05 2.48e-05h 1
43 3.1729929e+03 5.06e+03 9.21e+02 -1.0 4.40e+05 - 1.79e-06 5.29e-04h 1
44 3.1702163e+03 5.06e+03 9.12e+02 -1.0 4.01e+05 - 1.54e-04 1.20e-04h 1
45 3.1336067e+03 5.05e+03 1.19e+03 -1.0 3.93e+05 - 8.73e-05 1.60e-03h 1
46 3.1320441e+03 5.05e+03 1.17e+03 -1.0 3.01e+05 - 1.26e-04 7.14e-05h 1
47 3.1228146e+03 5.05e+03 1.25e+03 -1.0 2.98e+05 - 7.08e-05 4.25e-04h 1
48 3.1221483e+03 5.05e+03 1.33e+03 -1.0 2.79e+05 - 1.54e-04 3.09e-05h 1
49 3.1213276e+03 5.05e+03 1.32e+03 -1.0 2.78e+05 - 3.61e-05 3.75e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
50 3.1207785e+03 5.05e+03 1.26e+03 -1.0 2.76e+05 - 2.04e-05 2.38e-05h 1
51 3.0922207e+03 5.04e+03 1.60e+03 -1.0 2.75e+05 - 3.63e-06 1.33e-03h 1
52 3.0902233e+03 5.04e+03 1.57e+03 -1.0 2.25e+05 - 1.68e-04 7.83e-05h 1
53 3.0789152e+03 5.04e+03 1.67e+03 -1.0 2.23e+05 - 6.29e-05 4.33e-04h 1
54 3.0510418e+03 5.03e+03 1.99e+03 -1.0 2.09e+05 - 1.28e-04 1.10e-03h 1
55 3.0374352e+03 5.03e+03 2.06e+03 -1.0 1.79e+05 - 2.08e-04 5.80e-04h 1
56 3.0096408e+03 5.02e+03 2.09e+03 -1.0 1.65e+05 - 5.38e-04 1.24e-03h 1
57 3.0087245e+03 5.02e+03 2.82e+03 -1.0 1.39e+05 - 1.55e-03 4.36e-05h 1
58 3.0063467e+03 5.02e+03 2.18e+03 -1.0 1.38e+05 - 2.54e-05 1.13e-04h 1
59 2.9459206e+03 5.01e+03 1.54e+03 -1.0 1.36e+05 - 8.75e-06 2.94e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
60 2.9438656e+03 5.01e+03 1.54e+03 -1.0 8.88e+04 - 1.21e-03 9.80e-05h 1
61 2.9166052e+03 5.00e+03 1.54e+03 -1.0 8.76e+04 - 2.81e-04 1.26e-03h 1
62 2.8435908e+03 4.98e+03 1.54e+03 -1.0 7.24e+04 - 7.60e-04 3.57e-03h 1
63 2.8417618e+03 4.98e+03 1.54e+03 -1.0 3.84e+04 - 6.37e-04 9.56e-05h 1
64 2.8303007e+03 4.98e+03 1.54e+03 -1.0 3.76e+04 - 2.27e-04 5.68e-04h 1
65 2.8291373e+03 4.98e+03 1.54e+03 -1.0 3.33e+04 - 4.11e-04 5.92e-05h 1
66 2.8276671e+03 4.98e+03 1.54e+03 -1.0 3.29e+04 - 1.64e-04 7.31e-05h 1
67 2.8063738e+03 4.97e+03 1.53e+03 -1.0 3.24e+04 - 4.62e-06 1.07e-03h 1
68 2.7584069e+03 4.96e+03 1.58e+03 -1.0 3.10e+04 - 5.97e-04 2.52e-03h 1
69 2.7567828e+03 4.96e+03 1.55e+03 -1.0 2.89e+04 - 3.47e-04 8.64e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
70 2.7492027e+03 4.96e+03 1.58e+03 -1.0 3.17e+04 - 1.64e-04 3.85e-04h 1
71 2.7076607e+03 4.95e+03 1.87e+03 -1.0 3.19e+04 - 1.96e-04 2.09e-03h 1
72 2.6901622e+03 4.94e+03 2.02e+03 -1.0 3.61e+04 - 3.45e-04 9.95e-04h 1
73 2.6762277e+03 4.94e+03 2.20e+03 -1.0 3.62e+04 - 2.09e-04 7.98e-04h 1
74 2.6651517e+03 4.94e+03 2.36e+03 -1.0 3.55e+04 - 2.24e-04 6.40e-04h 1
75 2.6502741e+03 4.93e+03 2.62e+03 -1.0 3.35e+04 - 3.23e-04 8.61e-04h 1
76 2.6486412e+03 4.93e+03 2.64e+03 -1.0 3.08e+04 - 7.56e-05 9.29e-05h 1
77 2.6390012e+03 4.93e+03 2.99e+03 -1.0 3.02e+04 - 6.04e-05 5.40e-04h 1
78 2.6297574e+03 4.93e+03 3.38e+03 -1.0 2.78e+04 - 1.53e-04 5.28e-04h 1
79 2.6248339e+03 4.93e+03 3.68e+03 -1.0 2.15e+04 - 9.14e-05 2.84e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
80 2.6195287e+03 4.92e+03 4.14e+03 -1.0 2.10e+04 - 7.01e-05 3.04e-04h 1
81 2.6158017e+03 4.92e+03 4.52e+03 -1.0 2.20e+04 - 6.28e-05 2.14e-04h 1
82 2.6122311e+03 4.92e+03 4.92e+03 -1.0 2.27e+04 - 5.35e-05 2.05e-04h 1
83 2.6087860e+03 4.92e+03 5.32e+03 -1.0 2.33e+04 - 5.38e-05 1.98e-04h 1
84 2.6054326e+03 4.92e+03 5.69e+03 -1.0 2.39e+04 - 5.38e-05 1.94e-04h 1
85 2.6020663e+03 4.92e+03 6.06e+03 -1.0 2.45e+04 - 5.06e-05 1.95e-04h 1
86 2.5987702e+03 4.92e+03 6.42e+03 -1.0 2.53e+04 - 5.00e-05 1.92e-04h 1
87 2.5954935e+03 4.92e+03 6.75e+03 -1.0 2.64e+04 - 5.57e-05 1.92e-04h 1
88 2.5920973e+03 4.92e+03 7.08e+03 -1.0 2.74e+04 - 5.90e-05 1.99e-04h 1
89 2.5886373e+03 4.91e+03 7.41e+03 -1.0 2.85e+04 - 6.04e-05 2.04e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
90 2.5851448e+03 4.91e+03 7.72e+03 -1.0 2.95e+04 - 6.33e-05 2.06e-04h 1
91 2.5815751e+03 4.91e+03 8.02e+03 -1.0 3.04e+04 - 7.05e-05 2.11e-04h 1
92 2.5778927e+03 4.91e+03 8.35e+03 -1.0 3.13e+04 - 5.40e-05 2.18e-04h 1
93 2.5744130e+03 4.91e+03 8.63e+03 -1.0 3.26e+04 - 6.63e-05 2.07e-04h 1
94 2.5704450e+03 4.91e+03 8.94e+03 -1.0 3.34e+04 - 6.87e-05 2.36e-04h 1
95 2.5688908e+03 4.91e+03 8.96e+03 -1.0 3.44e+04 - 8.04e-05 9.26e-05h 1
96r 2.5688908e+03 4.91e+03 1.00e+03 3.7 0.00e+00 - 0.00e+00 4.48e-07R 5
97r 1.5983223e+03 2.16e+03 1.91e+03 3.7 6.91e+07 - 2.73e-05 5.70e-04f 1
98 1.5941387e+03 2.16e+03 1.67e+02 -1.0 1.29e+05 - 1.36e-02 8.09e-05h 1
99 1.5765162e+03 2.16e+03 3.56e+02 -1.0 6.89e+04 - 5.40e-03 8.01e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
100 1.5432466e+03 2.16e+03 4.88e+02 -1.0 7.10e+04 - 4.92e-03 1.32e-03h 1
101 1.5054132e+03 2.15e+03 9.50e+02 -1.0 7.43e+04 - 1.12e-02 2.01e-03h 1
102 1.4294780e+03 2.14e+03 1.02e+03 -1.0 7.89e+04 - 7.39e-03 6.56e-03h 1
103 1.3356654e+03 2.13e+03 7.43e+02 -1.0 9.14e+04 - 4.61e-03 7.02e-03h 1
104 1.2989839e+03 2.12e+03 7.44e+02 -1.0 1.01e+05 - 2.89e-03 2.48e-03h 1
105 1.2757614e+03 2.12e+03 1.10e+03 -1.0 1.03e+05 - 6.78e-03 1.48e-03h 1
106 1.2410383e+03 2.11e+03 1.31e+03 -1.0 1.05e+05 - 6.81e-03 2.06e-03h 1
107 1.2050139e+03 2.11e+03 1.36e+03 -1.0 1.07e+05 - 5.61e-03 2.02e-03h 1
108 1.1731354e+03 2.10e+03 1.34e+03 -1.0 1.08e+05 - 4.25e-03 1.74e-03h 1
109 1.1652292e+03 2.10e+03 1.37e+03 -1.0 1.63e+05 - 5.56e-06 4.28e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
110 1.1414902e+03 2.10e+03 1.39e+03 -1.0 1.10e+05 - 7.95e-04 1.29e-03h 1
111 1.1410312e+03 2.10e+03 1.49e+03 -1.0 2.51e+04 -2.0 3.23e-04 1.33e-04h 1
112 1.1385575e+03 2.10e+03 2.53e+03 -1.0 3.93e+04 -2.5 2.14e-03 7.36e-04h 1
113 1.1374865e+03 2.10e+03 2.78e+03 -1.0 3.45e+04 -2.1 4.65e-04 3.18e-04h 1
114 1.1339979e+03 2.10e+03 2.29e+03 -1.0 4.85e+04 -2.5 4.62e-04 1.01e-03h 1
115 1.1329071e+03 2.10e+03 2.27e+03 -1.0 3.10e+04 -2.1 2.84e-04 2.99e-04h 1
116 1.1318300e+03 2.10e+03 2.68e+03 -1.0 1.11e+05 -2.6 6.93e-04 1.35e-04h 1
117 1.1293018e+03 2.09e+03 2.53e+03 -1.0 1.11e+05 -2.2 1.69e-04 3.23e-04h 1
118 1.1239138e+03 2.09e+03 2.36e+03 -1.0 1.14e+05 -2.6 4.21e-04 6.85e-04h 1
119 1.1158150e+03 2.09e+03 1.86e+03 -1.0 1.12e+05 -2.2 5.97e-04 1.03e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
120 1.1130789e+03 2.09e+03 2.10e+03 -1.0 1.16e+05 -2.7 5.86e-04 3.36e-04h 1
121 1.1105191e+03 2.09e+03 2.92e+03 -1.0 1.13e+05 -2.3 7.59e-04 3.13e-04h 1
122 1.1076013e+03 2.09e+03 1.56e+03 -1.0 1.09e+05 -1.8 3.93e-06 3.62e-04h 1
123 1.1010969e+03 2.09e+03 3.47e+03 -1.0 1.19e+05 -2.3 2.14e-05 7.93e-04h 1
124 1.0981443e+03 2.09e+03 2.85e+03 -1.0 1.21e+05 -2.8 7.59e-04 3.48e-04h 1
125 1.0933947e+03 2.09e+03 4.19e+03 -1.0 1.20e+05 -2.4 1.80e-05 5.85e-04h 1
126 1.0921594e+03 2.09e+03 1.87e+03 -1.0 1.16e+05 -1.9 6.94e-04 1.59e-04h 1
127 1.0902423e+03 2.08e+03 1.91e+03 -1.0 1.19e+05 -2.4 2.16e-04 2.40e-04h 1
128 1.0854845e+03 2.08e+03 3.51e+03 -1.0 1.14e+05 -2.0 1.07e-04 6.11e-04h 1
129 1.0810439e+03 2.08e+03 3.31e+03 -1.0 1.07e+05 -1.6 6.36e-04 6.01e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
130 1.0786009e+03 2.08e+03 3.48e+03 -1.0 1.15e+05 -2.0 2.15e-04 3.19e-04h 1
131 1.0738253e+03 2.08e+03 3.46e+03 -1.0 1.18e+05 -2.5 6.12e-04 5.93e-04h 1
132 1.0656464e+03 2.08e+03 3.60e+03 -1.0 1.19e+05 -3.0 8.18e-04 9.70e-04h 1
133 1.0599993e+03 2.08e+03 4.83e+03 -1.0 1.19e+05 -2.6 3.31e-04 6.85e-04h 1
134 1.0512831e+03 2.07e+03 4.60e+03 -1.0 1.20e+05 -3.0 1.07e-03 1.00e-03h 1
135 1.0404175e+03 2.07e+03 9.89e+03 -1.0 1.19e+05 -2.6 7.79e-05 1.34e-03h 1
136 1.0350008e+03 2.07e+03 1.01e+04 -1.0 1.21e+05 -3.1 5.94e-04 6.43e-04h 1
137 1.0205322e+03 2.07e+03 1.67e+04 -1.0 1.21e+05 -3.6 1.93e-04 1.61e-03h 1
138 1.0134156e+03 2.07e+03 1.28e+04 -1.0 1.22e+05 -4.0 1.68e-03 7.39e-04h 1
139 1.0016694e+03 2.06e+03 1.66e+04 -1.0 1.22e+05 -4.5 1.60e-04 1.13e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
140 9.9444567e+02 2.06e+03 1.69e+04 -1.0 1.23e+05 -5.0 1.02e-03 1.10e-03h 1
141 9.9285351e+02 2.06e+03 1.73e+04 -1.0 1.67e+05 -4.6 9.84e-06 1.57e-04h 1
142 9.9040726e+02 2.06e+03 1.14e+04 -1.0 1.23e+05 -5.1 2.34e-03 6.92e-04h 1
143 9.7779406e+02 2.06e+03 1.32e+04 -1.0 1.16e+05 -1.9 1.29e-03 1.63e-03h 1
144 9.6583997e+02 2.05e+03 1.78e+04 -1.0 1.13e+05 -1.5 8.04e-04 1.59e-03h 1
145 9.5980557e+02 2.05e+03 2.09e+04 -1.0 1.14e+05 -1.1 4.70e-04 8.07e-04h 1
146 9.5678259e+02 2.05e+03 2.35e+04 -1.0 1.14e+05 -0.6 2.42e-04 4.03e-04h 1
147 9.5525278e+02 2.05e+03 1.01e+04 -1.0 1.15e+05 -0.2 5.94e-04 2.03e-04h 1
148 9.5377896e+02 2.05e+03 9.96e+03 -1.0 1.20e+05 -0.7 2.03e-04 1.89e-04h 1
149 9.5343003e+02 2.05e+03 8.13e+03 -1.0 1.22e+05 -1.2 3.75e-04 4.51e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
150 9.4957237e+02 2.05e+03 8.11e+03 -1.0 1.21e+05 -0.7 9.33e-04 5.00e-04h 1
151 9.4287787e+02 2.05e+03 2.28e+04 -1.0 1.20e+05 -0.3 1.35e-04 8.78e-04h 1
152 9.3584705e+02 2.04e+03 2.44e+04 -1.0 1.23e+05 -0.8 7.70e-04 9.23e-04h 1
153 9.3394963e+02 2.04e+03 2.43e+04 -1.0 1.24e+05 -1.3 2.57e-04 2.45e-04h 1
154 9.2923721e+02 2.04e+03 2.40e+04 -1.0 1.24e+05 -1.7 7.08e-04 6.08e-04h 1
155 9.2000832e+02 2.04e+03 1.56e+04 -1.0 1.24e+05 -1.3 2.95e-03 1.19e-03h 1
156 9.1782135e+02 2.04e+03 1.61e+04 -1.0 1.25e+05 -1.8 2.60e-05 2.93e-04h 1
157 9.1773568e+02 2.04e+03 1.23e+04 -1.0 1.25e+05 -0.5 2.47e-04 1.19e-05h 1
158 9.1696013e+02 2.04e+03 1.15e+04 -1.0 1.25e+05 -0.0 4.18e-04 1.06e-04h 1
159 9.1222788e+02 2.04e+03 7.94e+03 -1.0 1.25e+05 -0.5 2.57e-04 6.71e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
160 9.1121713e+02 2.04e+03 8.20e+03 -1.0 1.25e+05 -1.0 7.27e-05 1.67e-04h 1
161 9.1119273e+02 2.04e+03 8.17e+03 -1.0 1.43e+05 -1.5 2.85e-05 1.25e-05h 1
162 9.0943366e+02 2.04e+03 8.31e+03 -1.0 1.25e+05 -1.0 1.88e-04 2.57e-04h 1
163 9.0776950e+02 2.04e+03 1.03e+04 -1.0 1.25e+05 -0.6 6.36e-04 2.43e-04h 1
164 9.0713217e+02 2.04e+03 2.52e+04 -1.0 1.25e+05 -1.1 2.47e-03 9.87e-05h 1
165 8.9301275e+02 2.03e+03 1.99e+04 -1.0 1.25e+05 -1.6 3.92e-04 2.49e-03h 1
166 8.9042133e+02 2.03e+03 1.79e+04 -1.0 1.26e+05 -1.1 4.56e-06 4.06e-04h 1
167r 8.9042133e+02 2.03e+03 1.00e+03 3.3 0.00e+00 -0.7 0.00e+00 4.81e-07R 5
168r 8.0824620e+02 1.63e+03 9.99e+02 3.3 4.32e+07 - 1.07e-03 9.95e-04f 1
169 8.2154779e+02 1.63e+03 4.33e+00 -1.0 1.73e+05 - 9.95e-05 4.34e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
170 8.2466096e+02 1.62e+03 8.87e+00 -1.0 1.73e+05 - 6.57e-04 1.12e-04f 1
171 8.2957893e+02 1.62e+03 5.80e+01 -1.0 1.73e+05 - 1.56e-03 1.76e-04f 1
172 8.3864893e+02 1.62e+03 9.56e+01 -1.0 1.74e+05 - 6.88e-04 3.04e-04f 1
173 8.4662955e+02 1.62e+03 6.28e+02 -1.0 1.97e+05 - 2.38e-03 2.88e-04f 1
174 8.6349362e+02 1.62e+03 8.93e+02 -1.0 2.98e+05 - 1.19e-03 4.62e-04f 1
175 9.0155067e+02 1.62e+03 2.24e+03 -1.0 3.17e+05 - 4.30e-03 8.96e-04f 1
176 1.2970026e+03 1.61e+03 1.39e+03 -1.0 2.75e+05 - 3.59e-03 6.01e-03f 1
177 1.3145006e+03 1.61e+03 3.07e+03 -1.0 1.95e+05 - 5.41e-03 2.91e-04f 1
178 2.4379087e+03 1.59e+03 9.67e+02 -1.0 2.88e+05 - 3.53e-03 1.36e-02f 1
179 2.7332386e+03 1.57e+03 1.27e+03 -1.0 1.81e+05 - 1.04e-02 1.14e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
180 2.7353723e+03 1.57e+03 1.97e+03 -1.0 1.81e+05 - 1.19e-02 1.55e-04f 1
181 2.7980847e+03 1.57e+03 1.75e+03 -1.0 1.84e+05 - 1.10e-03 2.79e-03f 1
182 2.8044432e+03 1.57e+03 2.50e+03 -1.0 1.72e+05 - 5.33e-03 4.07e-04f 1
183 3.0998849e+03 1.54e+03 1.53e+03 -1.0 1.72e+05 - 8.81e-03 1.75e-02f 1
184 3.1521880e+03 1.53e+03 1.61e+03 -1.0 1.71e+05 - 8.42e-03 5.37e-03f 1
185 3.2713413e+03 1.51e+03 1.56e+03 -1.0 1.71e+05 - 6.57e-03 1.23e-02f 1
186 3.3183776e+03 1.50e+03 1.56e+03 -1.0 1.70e+05 - 5.87e-03 9.19e-03f 1
187r 3.3183776e+03 1.50e+03 1.00e+03 2.8 0.00e+00 -1.2 0.00e+00 3.85e-07R 5
188r 3.3180578e+03 1.59e+03 1.98e+03 2.8 1.76e+05 - 6.68e-04 2.10e-03f 1
189 3.3190099e+03 1.59e+03 2.39e+00 -1.0 1.95e+05 - 1.50e-04 6.25e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
190 3.3194437e+03 1.59e+03 1.97e+01 -1.0 1.72e+05 - 1.66e-04 2.83e-05f 1
191 3.3311197e+03 1.59e+03 4.56e+01 -1.0 1.72e+05 - 3.37e-05 7.54e-04f 1
192 3.3329409e+03 1.59e+03 3.68e+01 -1.0 1.72e+05 - 1.19e-03 1.28e-04f 1
193 3.3363388e+03 1.59e+03 1.59e+02 -1.0 1.71e+05 - 1.81e-03 2.65e-04f 1
194 3.3388807e+03 1.59e+03 2.71e+02 -1.0 1.71e+05 - 1.38e-03 3.04e-04h 1
195 3.3421668e+03 1.59e+03 5.65e+02 -1.0 1.71e+05 - 2.52e-03 6.15e-04f 1
196 3.3756149e+03 1.58e+03 4.27e+02 -1.0 1.71e+05 - 3.09e-03 3.99e-03f 1
197 3.5628675e+03 1.55e+03 7.48e+02 -1.0 1.71e+05 - 5.89e-03 2.00e-02f 1
198 3.6427861e+03 1.50e+03 1.01e+03 -1.0 1.68e+05 - 2.27e-02 3.06e-02f 1
199 3.5299507e+03 1.41e+03 1.58e+03 -1.0 1.64e+05 - 2.94e-02 5.86e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
200 3.4459621e+03 1.39e+03 1.62e+03 -1.0 1.56e+05 - 9.80e-03 1.46e-02h 1
201 3.3286838e+03 1.36e+03 1.72e+03 -1.0 1.54e+05 - 8.57e-03 2.10e-02h 1
202 3.1852991e+03 1.32e+03 1.85e+03 -1.0 1.51e+05 - 8.57e-03 2.75e-02h 1
203 3.0915802e+03 1.29e+03 1.86e+03 -1.0 1.47e+05 - 1.42e-02 1.97e-02h 1
204 2.8298324e+03 1.19e+03 1.94e+03 -1.0 1.45e+05 - 3.13e-02 6.94e-02h 1
205 2.6643656e+03 1.15e+03 1.73e+03 -1.0 1.35e+05 - 1.12e-01 3.44e-02h 1
206 2.6549203e+03 1.15e+03 1.75e+03 -1.0 1.31e+05 - 4.01e-02 2.52e-03h 1
207 2.6547967e+03 1.15e+03 1.75e+03 -1.0 1.31e+05 - 2.95e-04 5.94e-05h 1
208 2.6465171e+03 1.14e+03 2.05e+03 -1.0 1.31e+05 - 2.05e-04 7.09e-03h 1
209 2.6092528e+03 1.12e+03 3.58e+03 -1.0 1.30e+05 - 2.02e-03 1.63e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
210 2.6087978e+03 1.12e+03 3.04e+03 -1.0 1.28e+05 - 2.43e-02 1.73e-04h 1
211 2.6126568e+03 1.12e+03 3.04e+03 -1.0 1.28e+05 - 6.35e-04 1.70e-03f 1
212 2.6191973e+03 1.12e+03 3.04e+03 -1.0 1.28e+05 - 2.63e-03 1.27e-03f 1
213 2.6248094e+03 1.12e+03 3.04e+03 -1.0 1.27e+05 - 1.93e-03 4.10e-04f 1
214 2.6540934e+03 1.11e+03 3.03e+03 -1.0 1.27e+05 - 2.33e-03 1.80e-03f 1
215 2.6570050e+03 1.11e+03 3.03e+03 -1.0 1.27e+05 - 4.34e-04 1.62e-04f 1
216 2.6804381e+03 1.11e+03 3.02e+03 -1.0 1.27e+05 - 5.35e-04 1.29e-03f 1
217 2.6918115e+03 1.11e+03 3.03e+03 -1.0 1.27e+05 - 2.12e-03 6.80e-04f 1
218 2.7240731e+03 1.11e+03 3.03e+03 -1.0 1.27e+05 - 2.95e-03 1.95e-03f 1
219 2.7537218e+03 1.11e+03 3.04e+03 -1.0 1.27e+05 - 5.40e-03 1.96e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
220 2.7598474e+03 1.11e+03 4.49e+03 -1.0 1.26e+05 - 2.36e-03 4.25e-04f 1
221 2.7782108e+03 1.11e+03 5.07e+03 -1.0 1.26e+05 - 2.68e-03 1.26e-03f 1
222 2.7937295e+03 1.10e+03 5.15e+03 -1.0 1.26e+05 - 2.52e-03 1.08e-03f 1
223 2.7960089e+03 1.10e+03 5.15e+03 -1.0 1.26e+05 - 1.62e-04 1.66e-04f 1
224 2.8120455e+03 1.10e+03 5.12e+03 -1.0 1.26e+05 - 5.04e-05 1.14e-03f 1
225 2.8401860e+03 1.10e+03 5.10e+03 -1.0 1.26e+05 - 1.52e-03 2.20e-03f 1
226 2.8425411e+03 1.10e+03 5.10e+03 -1.0 1.26e+05 - 7.24e-04 1.92e-04f 1
227 2.8500485e+03 1.10e+03 5.10e+03 -1.0 1.26e+05 - 3.86e-04 5.62e-04f 1
228 2.8506012e+03 1.10e+03 5.10e+03 -1.0 1.26e+05 - 3.58e-05 3.77e-05f 1
229 2.8596045e+03 1.10e+03 5.09e+03 -1.0 1.26e+05 - 6.28e-05 6.11e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
230 2.8596632e+03 1.10e+03 5.09e+03 -1.0 1.26e+05 - 2.26e-05 3.93e-06h 2
231 2.8640024e+03 1.10e+03 5.09e+03 -1.0 1.26e+05 - 5.99e-06 2.73e-04f 1
232 2.8643524e+03 1.10e+03 5.09e+03 -1.0 1.25e+05 - 5.78e-05 2.03e-05f 1
233 2.8715648e+03 1.10e+03 5.09e+03 -1.0 1.25e+05 - 6.82e-05 4.17e-04f 1
234 2.8723484e+03 1.10e+03 5.09e+03 -1.0 1.25e+05 - 1.18e-04 4.27e-05f 1
235 2.8934095e+03 1.10e+03 5.08e+03 -1.0 1.25e+05 - 1.46e-04 1.14e-03f 1
236 2.8937519e+03 1.10e+03 5.08e+03 -1.0 1.25e+05 - 1.04e-04 1.89e-05h 1
237 2.8967639e+03 1.10e+03 5.08e+03 -1.0 1.25e+05 - 4.88e-05 1.52e-04f 1
238 2.8981921e+03 1.10e+03 5.08e+03 -1.0 1.25e+05 - 1.24e-04 6.51e-05f 1
239 2.9026014e+03 1.10e+03 5.08e+03 -1.0 1.25e+05 - 1.86e-04 1.91e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
240 2.9087715e+03 1.10e+03 5.08e+03 -1.0 1.25e+05 - 2.76e-04 2.39e-04f 1
241 2.9194479e+03 1.10e+03 5.08e+03 -1.0 1.25e+05 - 2.79e-04 3.46e-04f 1
242 2.9357084e+03 1.09e+03 5.08e+03 -1.0 1.25e+05 - 3.48e-04 4.18e-04f 1
243 2.9826452e+03 1.09e+03 5.07e+03 -1.0 1.25e+05 - 4.46e-04 1.07e-03f 1
244 3.2467626e+03 1.09e+03 5.06e+03 -1.0 1.25e+05 - 1.42e-03 6.83e-03f 1
245 3.3802177e+03 1.08e+03 5.01e+03 -1.0 1.24e+05 - 8.53e-03 6.03e-03f 1
246 3.3817293e+03 1.08e+03 5.00e+03 -1.0 1.23e+05 - 1.26e-03 8.57e-05f 1
247 3.4050721e+03 1.08e+03 5.00e+03 -1.0 1.23e+05 - 3.91e-04 1.25e-03f 1
248 3.6182075e+03 1.06e+03 5.08e+03 -1.0 1.23e+05 - 2.50e-03 1.21e-02f 1
249 3.7487802e+03 1.05e+03 4.99e+03 -1.0 1.22e+05 - 7.09e-03 9.92e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
250 3.8090935e+03 1.05e+03 5.27e+03 -1.0 1.21e+05 - 2.45e-02 5.43e-03f 1
251 4.0174400e+03 1.03e+03 5.24e+03 -1.0 1.20e+05 - 2.27e-02 1.93e-02f 1
252 4.1143967e+03 1.02e+03 5.37e+03 -1.0 1.18e+05 - 2.29e-02 1.17e-02f 1
253 4.2662631e+03 9.91e+02 5.17e+03 -1.0 1.17e+05 - 1.83e-02 2.30e-02f 1
254 4.3139684e+03 9.78e+02 5.16e+03 -1.0 1.14e+05 - 1.72e-02 1.30e-02f 1
255 4.3502947e+03 9.62e+02 5.17e+03 -1.0 1.13e+05 - 2.43e-02 1.64e-02f 1
256 4.3680262e+03 9.37e+02 5.00e+03 -1.0 1.11e+05 - 2.10e-02 2.49e-02f 1
257 4.3568044e+03 9.18e+02 5.07e+03 -1.0 1.08e+05 - 3.94e-02 2.00e-02h 1
258 4.3322122e+03 9.00e+02 5.01e+03 -1.0 1.06e+05 - 2.49e-02 1.97e-02h 1
259 4.3309278e+03 8.99e+02 4.99e+03 -1.0 1.04e+05 - 6.75e-06 1.52e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
260 4.3310095e+03 8.99e+02 4.76e+03 -1.0 8.21e+03 -1.7 4.07e-03 1.37e-04h 1
261 4.3284748e+03 8.98e+02 4.87e+03 -1.0 1.04e+05 -2.2 6.51e-03 7.40e-04h 1
262 4.3189747e+03 8.95e+02 4.73e+03 -1.0 1.04e+05 -1.7 1.33e-03 2.79e-03h 1
263 4.2828861e+03 8.86e+02 4.81e+03 -1.0 1.03e+05 -2.2 4.53e-05 1.04e-02h 1
264 4.2820793e+03 8.86e+02 4.78e+03 -1.0 9.70e+04 -1.8 8.29e-04 2.55e-04h 1
265 4.2282337e+03 8.60e+02 4.44e+03 -1.0 1.03e+05 - 2.35e-04 2.89e-02h 1
266 4.2227513e+03 8.58e+02 4.43e+03 -1.0 9.75e+04 -2.3 1.93e-03 1.58e-03h 1
267 4.2225358e+03 8.58e+02 4.46e+03 -1.0 9.53e+04 -1.8 1.57e-03 6.60e-05h 1
268 4.1882363e+03 8.45e+02 4.49e+03 -1.0 9.95e+04 - 2.88e-03 1.56e-02h 1
269 4.1880202e+03 8.45e+02 4.66e+03 -1.0 9.64e+04 -2.3 5.51e-03 5.99e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
270 4.1411454e+03 8.28e+02 4.70e+03 -1.0 9.80e+04 - 3.88e-03 2.00e-02h 1
271 4.1398361e+03 8.27e+02 4.70e+03 -1.0 9.24e+04 -1.9 4.05e-04 3.97e-04h 1
272 4.0888150e+03 8.10e+02 4.77e+03 -1.0 9.61e+04 - 6.01e-05 2.07e-02h 1
273 4.0870920e+03 8.10e+02 6.63e+03 -1.0 8.73e+04 -1.5 8.04e-03 5.52e-04h 1
274 4.0547956e+03 8.02e+02 5.99e+03 -1.0 9.18e+04 -1.9 1.84e-03 9.61e-03h 1
275 4.0545953e+03 8.02e+02 6.39e+03 -1.0 9.29e+04 -2.4 2.42e-02 5.71e-05h 1
276 3.9399653e+03 7.75e+02 6.18e+03 -1.0 9.31e+04 -2.9 3.28e-02 3.25e-02h 1
277 3.8804992e+03 7.63e+02 5.65e+03 -1.0 9.02e+04 -3.4 6.83e-02 1.65e-02h 1
278 3.7858629e+03 7.42e+02 5.75e+03 -1.0 8.88e+04 -3.8 1.79e-04 2.63e-02h 1
279 3.7736423e+03 7.40e+02 7.69e+03 -1.0 8.56e+04 -1.6 1.72e-02 3.71e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
280 3.7436871e+03 7.33e+02 7.74e+03 -1.0 8.60e+04 -2.1 1.21e-02 8.91e-03h 1
281 3.6135485e+03 7.04e+02 7.33e+03 -1.0 8.54e+04 -2.6 4.44e-04 3.89e-02h 1
282 3.5849886e+03 6.98e+02 7.72e+03 -1.0 8.21e+04 -2.1 2.48e-02 8.63e-03h 1
283 3.5837655e+03 6.98e+02 9.62e+03 -1.0 8.13e+04 -1.7 1.41e-02 3.79e-04h 1
284 3.4087324e+03 6.59e+02 8.08e+03 -1.0 8.14e+04 -2.2 2.15e-02 5.41e-02h 1
285 3.2743159e+03 6.31e+02 7.02e+03 -1.0 7.71e+04 -2.7 1.48e-01 4.23e-02h 1
286 3.1615748e+03 6.08e+02 6.91e+03 -1.0 7.39e+04 -3.1 2.79e-02 3.63e-02h 1
287 3.1534066e+03 6.07e+02 6.99e+03 -1.0 7.12e+04 -1.8 3.97e-03 2.77e-03h 1
288 3.0179647e+03 5.79e+02 7.05e+03 -1.0 7.10e+04 -2.3 7.61e-02 4.58e-02h 1
289 2.8997995e+03 5.55e+02 6.61e+03 -1.0 6.78e+04 -2.8 5.44e-02 4.09e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
290 2.8444853e+03 5.44e+02 8.04e+03 -1.0 6.50e+04 -1.4 2.02e-02 2.01e-02h 1
291 2.8290824e+03 5.40e+02 9.61e+03 -1.0 6.38e+04 -1.9 7.94e-02 5.65e-03h 1
292 2.6101718e+03 4.97e+02 8.17e+03 -1.0 6.34e+04 -2.4 3.15e-01 8.03e-02h 1
293 2.4915775e+03 4.73e+02 7.27e+03 -1.0 5.84e+04 -2.9 3.05e-01 4.67e-02h 1
294 2.2303330e+03 4.22e+02 6.54e+03 -1.0 5.57e+04 -2.4 2.06e-03 1.07e-01h 1
295 2.0651599e+03 3.91e+02 9.92e+03 -1.0 4.98e+04 -2.0 4.49e-01 7.41e-02h 1
296 1.9723066e+03 3.73e+02 2.20e+04 -1.0 4.61e+04 -1.6 2.27e-01 4.46e-02h 1
297 1.9307000e+03 3.65e+02 1.78e+04 -1.0 4.41e+04 -2.1 2.88e-01 2.06e-02h 1
298 1.8855114e+03 3.57e+02 1.76e+04 -1.0 4.32e+04 -2.5 1.73e-02 2.26e-02h 1
299 1.6859823e+03 3.20e+02 1.27e+04 -1.0 4.22e+04 -2.1 3.21e-01 1.03e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
300 1.6217427e+03 3.09e+02 1.26e+04 -1.0 3.79e+04 -2.6 2.40e-02 3.58e-02h 1
301 1.4994630e+03 2.87e+02 1.03e+04 -1.0 3.65e+04 -2.2 1.69e-01 7.11e-02h 1
302 1.4473236e+03 2.78e+02 9.06e+03 -1.0 3.40e+04 -2.6 6.64e-02 3.20e-02h 1
303 1.3041395e+03 2.52e+02 6.56e+03 -1.0 3.29e+04 -2.2 2.38e-01 9.12e-02h 1
304 1.2576030e+03 2.44e+02 6.19e+03 -1.0 2.99e+04 -2.7 9.54e-02 3.21e-02h 1
305 1.1699697e+03 2.29e+02 5.51e+03 -1.0 2.89e+04 -2.3 1.80e-01 6.26e-02h 1
306 1.1030796e+03 2.17e+02 4.88e+03 -1.0 2.71e+04 -2.8 7.71e-02 5.08e-02h 1
307 8.7824408e+02 1.78e+02 2.72e+03 -1.0 2.58e+04 -2.3 1.01e-01 1.79e-01h 1
308 3.3574819e+02 9.43e+01 2.55e+04 -1.0 2.12e+04 -2.8 8.43e-02 5.29e-01h 1
309 3.2628955e+02 9.23e+01 2.50e+04 -1.0 1.00e+04 -2.4 1.29e-01 2.04e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
310 1.1644686e+02 5.26e+01 1.44e+04 -1.0 9.79e+03 -2.0 2.98e-01 4.18e-01h 1
311 1.1175359e+02 5.91e+01 1.40e+04 -1.0 5.70e+03 -2.4 1.95e-02 3.34e-02h 1
312 -5.1780563e+01 4.02e+01 8.01e+03 -1.0 5.51e+03 -2.0 5.92e-01 5.74e-01h 1
313 -7.6403060e+01 3.26e+01 6.47e+03 -1.0 2.35e+03 -1.6 5.41e-01 1.96e-01h 1
314 -9.6219866e+01 2.64e+01 5.26e+03 -1.0 1.89e+03 -2.1 4.08e-02 2.01e-01h 1
315 -1.3783928e+02 1.31e+02 3.33e+03 -1.0 1.51e+03 -2.5 3.27e-01 9.89e-01h 1
316 -1.3345966e+02 5.68e+01 9.29e+04 -1.0 1.50e+02 -2.1 5.32e-01 1.00e+00f 1
317 -1.1458781e+02 6.81e+00 6.56e+04 -1.0 8.49e+01 -2.6 6.07e-01 1.00e+00f 1
318 -5.9997581e+01 2.98e-01 7.17e+02 -1.7 5.46e+01 -3.1 3.56e-01 1.00e+00f 1
319 4.6047860e+02 8.94e-01 7.17e+02 -1.7 1.74e+06 - 3.43e-03 2.49e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
320 5.6794980e+02 2.19e+00 7.18e+02 -1.7 1.65e+05 - 5.46e-03 3.89e-03f 1
321 7.3778362e+02 5.03e+00 7.05e+02 -1.7 1.24e+05 - 3.82e-03 7.24e-03f 1
322 9.5022836e+02 8.30e+00 7.04e+02 -1.7 6.28e+04 - 1.71e-02 1.36e-02f 1
323 1.0564536e+03 8.91e+00 6.95e+02 -1.7 3.34e+04 - 9.00e-03 9.71e-03f 1
324 1.2349291e+03 1.30e+01 6.55e+02 -1.7 3.38e+04 - 4.84e-03 1.74e-02f 1
325 1.3118643e+03 1.38e+01 6.58e+02 -1.7 2.36e+04 - 1.49e-02 1.07e-02f 1
326 1.5457562e+03 1.82e+01 5.85e+02 -1.7 2.46e+04 - 9.03e-03 3.18e-02f 1
327 1.8190018e+03 2.23e+01 4.95e+02 -1.7 1.69e+04 - 1.60e-02 4.37e-02f 1
328 2.3114497e+03 3.12e+01 4.18e+02 -1.7 1.60e+04 - 2.58e-02 9.10e-02f 1
329 2.6120404e+03 3.22e+01 3.68e+02 -1.7 9.55e+03 - 1.31e-01 9.14e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
330 3.1024223e+03 4.27e+01 3.28e+02 -1.7 6.96e+03 - 8.66e-02 1.97e-01f 1
331 3.2963368e+03 4.24e+01 2.84e+02 -1.7 4.24e+03 - 1.35e-01 1.32e-01f 1
332 3.7383219e+03 7.63e+01 6.87e+02 -1.7 3.62e+03 - 1.13e-01 3.65e-01f 1
333 4.4201867e+03 1.62e+02 2.40e+03 -1.7 2.51e+03 - 1.54e-01 9.28e-01f 1
334 4.6876863e+03 1.05e+02 2.61e+03 -1.7 1.52e+03 - 2.06e-01 9.06e-01f 1
335 4.7304076e+03 9.56e+01 1.98e+03 -1.7 2.23e+03 - 2.14e-01 1.02e-01f 1
336 5.1254462e+03 7.92e+01 2.15e+03 -1.7 2.36e+03 - 1.54e-01 8.86e-01f 1
337 5.1617675e+03 7.32e+01 1.72e+03 -1.7 2.79e+03 - 1.83e-01 8.35e-02f 1
338 5.1623551e+03 7.30e+01 1.42e+03 -1.7 1.22e+03 - 1.35e-01 1.91e-03f 1
339 5.2601549e+03 5.52e+01 1.47e+03 -1.7 1.91e+03 - 1.14e-01 4.61e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
340 5.2957144e+03 4.92e+01 1.23e+03 -1.7 1.68e+03 - 1.75e-01 2.13e-01f 1
341 5.3438672e+03 4.51e+01 1.20e+03 -1.7 1.57e+03 - 9.86e-02 2.96e-01f 1
342 5.3850922e+03 3.82e+01 1.04e+03 -1.7 1.48e+03 - 1.71e-01 2.78e-01f 1
343 5.4259469e+03 3.47e+01 9.47e+02 -1.7 1.67e+03 - 1.35e-01 2.83e-01f 1
344 5.5107508e+03 5.46e+01 9.09e+02 -1.7 1.54e+03 - 1.77e-01 6.22e-01f 1
345 5.6207592e+03 1.08e+02 8.40e+02 -1.7 1.90e+03 - 2.21e-01 1.00e+00f 1
346 5.7102007e+03 1.36e+02 6.77e+02 -1.7 1.38e+03 - 2.38e-01 1.00e+00f 1
347 5.8017752e+03 1.67e+02 5.17e+02 -1.7 1.76e+03 - 2.64e-01 1.00e+00f 1
348 5.8827243e+03 2.07e+02 3.82e+02 -1.7 2.37e+03 - 2.81e-01 1.00e+00f 1
349 5.9586982e+03 2.58e+02 2.83e+02 -1.7 3.12e+03 - 2.80e-01 1.00e+00f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
350 5.9808150e+03 2.17e+02 2.00e+02 -1.7 6.35e+03 - 2.92e-01 2.88e-01f 1
351 6.0458937e+03 2.73e+02 1.56e+02 -1.7 6.76e+03 - 2.39e-01 7.91e-01f 1
352 6.0652717e+03 2.37e+02 1.43e+02 -1.7 9.44e+03 - 3.63e-02 1.74e-01f 1
353 6.1077415e+03 2.11e+02 1.03e+02 -1.7 1.09e+04 - 3.14e-01 2.81e-01f 1
354 6.1228237e+03 1.93e+02 9.13e+01 -1.7 1.16e+04 - 2.48e-01 1.14e-01f 1
355 6.1740020e+03 1.93e+02 5.36e+01 -1.7 9.69e+03 - 2.35e-01 4.13e-01f 1
356 6.2050168e+03 1.88e+02 3.70e+01 -1.7 1.36e+04 - 2.46e-01 3.09e-01f 1
357 6.2770083e+03 3.48e+02 6.62e+00 -1.7 1.10e+04 - 2.56e-01 8.22e-01f 1
358 6.2805379e+03 3.30e+02 6.26e+00 -1.7 1.41e+04 - 3.06e-01 5.27e-02f 1
359 6.3096867e+03 3.00e+02 3.61e+00 -1.7 1.48e+04 - 2.48e-01 4.24e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
360 6.3154145e+03 2.79e+02 3.32e+00 -1.7 1.72e+04 - 5.15e-01 8.05e-02f 1
361 6.3370436e+03 2.63e+02 2.28e+00 -1.7 1.87e+04 - 4.45e-01 3.14e-01f 1
362 6.3695647e+03 3.06e+02 1.14e+00 -1.7 1.78e+04 - 7.30e-01 4.97e-01f 1
363 6.3876455e+03 2.91e+02 8.05e-01 -1.7 2.03e+04 - 5.39e-01 2.96e-01f 1
364 6.3935502e+03 2.72e+02 7.28e-01 -1.7 2.29e+04 - 9.52e-01 9.63e-02f 1
365 6.4062173e+03 2.56e+02 5.68e-01 -1.7 2.19e+04 - 6.79e-01 2.19e-01f 1
366 6.4230229e+03 2.65e+02 4.07e-01 -1.7 2.45e+04 - 8.92e-01 3.13e-01f 1
367 6.4418333e+03 3.03e+02 3.94e-01 -1.7 2.54e+04 - 6.82e-01 3.76e-01f 1
368 6.4613167e+03 3.56e+02 3.97e-01 -1.7 2.62e+04 - 8.54e-01 4.28e-01f 1
369 6.4783651e+03 3.89e+02 3.73e-01 -1.7 2.84e+04 - 7.10e-01 4.05e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
370 6.4941830e+03 4.23e+02 3.56e-01 -1.7 3.03e+04 - 8.47e-01 4.14e-01f 1
371 6.5120435e+03 5.05e+02 3.60e-01 -1.7 3.07e+04 - 7.39e-01 5.01e-01f 1
372 6.5296666e+03 5.90e+02 3.62e-01 -1.7 3.03e+04 - 7.94e-01 5.53e-01f 1
373 6.5324561e+03 5.43e+02 3.55e-01 -1.7 3.03e+04 - 7.29e-01 8.85e-02f 1
374 6.5491703e+03 6.41e+02 3.45e-01 -1.7 3.32e+04 - 1.00e+00 5.58e-01f 1
375 6.5638826e+03 7.11e+02 3.17e-01 -1.7 3.68e+04 - 6.63e-01 5.53e-01f 1
376 6.5761447e+03 7.32e+02 2.89e-01 -1.7 4.01e+04 - 9.06e-01 5.02e-01f 1
377 6.5803782e+03 6.42e+02 2.62e-01 -1.7 4.09e+04 - 7.02e-01 1.84e-01h 1
378 6.5874190e+03 5.84e+02 2.27e-01 -1.7 4.34e+04 - 1.00e+00 3.05e-01f 1
379 6.6011867e+03 8.68e+02 2.71e-01 -1.7 4.14e+04 - 7.28e-01 6.40e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
380 6.6104745e+03 8.87e+02 2.33e-01 -1.7 4.94e+04 - 7.84e-01 5.06e-01f 1
381 6.6166638e+03 8.24e+02 1.96e-01 -1.7 5.44e+04 - 7.57e-01 3.57e-01h 1
382 6.6234338e+03 8.69e+02 1.80e-01 -1.7 5.54e+04 - 8.57e-01 4.30e-01h 1
383 6.6279487e+03 8.35e+02 1.54e-01 -1.7 6.14e+04 - 7.49e-01 3.14e-01h 1
384 6.6320118e+03 8.17e+02 1.38e-01 -1.7 6.18e+04 - 9.01e-01 3.15e-01h 1
385 6.6363938e+03 9.04e+02 1.25e-01 -1.7 6.58e+04 - 7.77e-01 3.67e-01h 1
386 6.6400388e+03 9.61e+02 1.16e-01 -1.7 7.00e+04 - 8.57e-01 3.51e-01h 1
387 6.6430145e+03 1.00e+03 1.04e-01 -1.7 7.27e+04 - 7.96e-01 3.16e-01h 1
388 6.6451552e+03 9.98e+02 9.38e-02 -1.7 7.55e+04 - 8.85e-01 2.70e-01h 1
389 6.6470400e+03 1.04e+03 8.53e-02 -1.7 7.79e+04 - 8.29e-01 2.83e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
390 6.6489720e+03 1.20e+03 7.17e-02 -1.7 8.38e+04 - 9.00e-01 3.79e-01h 1
391 6.6501010e+03 1.23e+03 6.47e-02 -1.7 8.78e+04 - 7.97e-01 2.90e-01h 1
392 6.6512496e+03 1.44e+03 5.78e-02 -1.7 8.95e+04 - 9.80e-01 4.07e-01h 1
393 6.6521028e+03 1.63e+03 5.22e-02 -1.7 1.02e+05 - 7.92e-01 4.22e-01h 1
394 6.6524146e+03 1.54e+03 4.66e-02 -1.7 9.89e+04 - 1.00e+00 3.17e-01h 1
395 6.6525854e+03 1.44e+03 3.71e-02 -1.7 9.18e+04 - 1.00e+00 5.59e-01h 1
396 6.6524810e+03 1.18e+01 4.97e-03 -1.7 7.61e+03 - 1.00e+00 1.00e+00h 1
397 6.6524814e+03 1.05e+00 1.28e-05 -1.7 2.67e+03 - 1.00e+00 1.00e+00h 1
398 6.6582680e+03 1.03e+02 5.54e-01 -2.5 2.42e+04 - 1.00e+00 8.54e-01f 1
399 6.6585057e+03 6.31e+01 1.56e-01 -2.5 5.02e+03 - 1.00e+00 8.19e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
400 6.6586700e+03 2.73e+01 6.42e-02 -2.5 4.40e+03 - 5.67e-01 7.09e-01h 1
401 6.6587408e+03 3.39e+00 9.71e-03 -2.5 8.44e+02 - 1.00e+00 1.00e+00h 1
402 6.6587510e+03 6.81e-02 1.35e-04 -2.5 1.45e+02 - 1.00e+00 1.00e+00h 1
403 6.6587501e+03 2.15e-03 7.14e-07 -2.5 2.09e+01 - 1.00e+00 1.00e+00h 1
404 6.6593737e+03 3.65e+00 1.40e-01 -3.8 5.02e+03 - 1.00e+00 7.61e-01f 1
405 6.6594333e+03 1.93e+00 4.55e-01 -3.8 1.21e+03 - 1.00e+00 5.04e-01h 1
406 6.6594585e+03 6.46e-01 8.91e-02 -3.8 4.92e+02 - 1.00e+00 8.17e-01h 1
407 6.6594537e+03 3.24e-02 4.74e-05 -3.8 3.34e+01 - 1.00e+00 1.00e+00h 1
408 6.6594537e+03 1.09e-03 4.42e-07 -3.8 4.37e+00 - 1.00e+00 1.00e+00h 1
409 6.6594739e+03 7.42e-02 2.36e-02 -5.7 2.01e+02 - 9.90e-01 8.26e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
410 6.6594764e+03 5.26e-03 2.79e-03 -5.7 2.38e+01 - 1.00e+00 9.31e-01h 1
411 6.6594766e+03 4.89e-05 6.09e-07 -5.7 1.76e+00 - 1.00e+00 1.00e+00h 1
412 6.6594766e+03 2.71e-06 3.39e-08 -5.7 8.98e-02 - 1.00e+00 1.00e+00h 1
413 6.6594768e+03 9.75e-06 3.25e-06 -8.3 2.25e+00 - 1.00e+00 9.98e-01h 1
414 6.6594768e+03 7.09e-08 8.85e-10 -8.3 1.45e-02 - 1.00e+00 1.00e+00h 1
415 6.6594768e+03 1.73e-10 2.72e-11 -8.3 2.48e-04 - 1.00e+00 1.00e+00h 1
Number of Iterations....: 415
(scaled) (unscaled)
Objective...............: -6.6594768366947783e+03 6.6594768366947783e+03
Dual infeasibility......: 2.7158137201450420e-11 2.7158137201450420e-11
Constraint violation....: 1.7291768017457798e-10 1.7291768017457798e-10
Variable bound violation: 0.0000000000000000e+00 0.0000000000000000e+00
Complementarity.........: 4.5463493495930945e-09 4.5463493495930945e-09
Overall NLP error.......: 4.5463493495930945e-09 4.5463493495930945e-09
Number of objective function evaluations = 441
Number of objective gradient evaluations = 416
Number of equality constraint evaluations = 441
Number of inequality constraint evaluations = 441
Number of equality constraint Jacobian evaluations = 420
Number of inequality constraint Jacobian evaluations = 420
Number of Lagrangian Hessian evaluations = 415
Total seconds in IPOPT = 4.018
EXIT: Optimal Solution Found.
This is Ipopt version 3.14.17, running with linear solver MUMPS 5.7.3.
Number of nonzeros in equality constraint Jacobian...: 14761
Number of nonzeros in inequality constraint Jacobian.: 1533
Number of nonzeros in Lagrangian Hessian.............: 4111
Total number of variables............................: 5185
variables with only lower bounds: 2754
variables with lower and upper bounds: 486
variables with only upper bounds: 0
Total number of equality constraints.................: 4745
Total number of inequality constraints...............: 1213
inequality constraints with only lower bounds: 729
inequality constraints with lower and upper bounds: 0
inequality constraints with only upper bounds: 484
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
0 0.0000000e+00 6.28e+03 1.00e+00 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0
1 8.3179544e+02 6.28e+03 2.47e+03 -1.0 9.45e+09 - 9.25e-08 2.20e-06f 1
2 8.4452405e+02 6.28e+03 2.47e+03 -1.0 1.19e+09 - 1.02e-06 3.77e-07f 1
3 1.0079541e+03 6.28e+03 3.24e+03 -1.0 9.17e+08 - 3.54e-07 6.36e-06f 1
4 1.0162125e+03 6.28e+03 3.22e+03 -1.0 2.59e+08 - 4.55e-06 2.34e-06f 1
5 1.0036105e+03 6.28e+03 3.17e+03 -1.0 4.04e+07 - 1.79e-06 1.79e-06s 5
6 9.7148413e+02 6.28e+03 3.07e+03 -1.0 1.62e+08 - 2.75e-06 2.75e-06s 5
7 9.6226174e+02 6.28e+03 3.05e+03 -1.0 9.50e+07 - 1.18e-06 1.18e-06s 5
8r 9.6226174e+02 6.28e+03 9.99e+02 3.8 0.00e+00 - 0.00e+00 0.00e+00R 1
9r 7.4147834e+01 5.03e+03 9.99e+02 3.8 2.85e+07 - 1.70e-05 2.74e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
10 9.5055565e+01 5.03e+03 4.43e+00 -1.0 1.44e+06 - 3.93e-05 5.68e-04f 1
11 9.5544157e+01 5.03e+03 7.54e+00 -1.0 9.85e+05 - 1.40e-04 2.36e-05h 1
12 9.6249645e+01 5.03e+03 1.03e+01 -1.0 9.78e+05 - 6.13e-05 3.16e-05f 1
13 9.7889585e+01 5.03e+03 5.24e+00 -1.0 9.63e+05 - 1.89e-05 7.08e-05f 1
14 1.0009918e+02 5.03e+03 5.29e+00 -1.0 9.26e+05 - 9.64e-05 9.50e-05f 1
15 1.0572419e+02 5.03e+03 1.94e+01 -1.0 8.83e+05 - 9.66e-05 2.31e-04f 1
16 1.2123043e+02 5.02e+03 3.48e+01 -1.0 7.86e+05 - 3.10e-04 6.97e-04f 1
17 1.3243142e+02 5.02e+03 3.57e+01 -1.0 5.78e+05 - 1.00e-03 9.45e-04f 1
18 1.3208643e+02 5.02e+03 4.09e+01 -1.0 4.31e+05 - 3.63e-04 1.09e-04h 1
19 1.3118611e+02 5.02e+03 3.75e+01 -1.0 4.22e+05 - 3.42e-04 5.20e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
20 1.3059025e+02 5.02e+03 4.53e+01 -1.0 3.73e+05 - 7.94e-04 2.74e-04h 1
21 1.2734251e+02 5.01e+03 4.30e+01 -1.0 3.57e+05 - 1.15e-03 1.33e-03f 1
22 1.2319495e+02 5.00e+03 4.86e+01 -1.0 2.83e+05 - 1.81e-03 9.61e-04h 1
23 1.1862830e+02 5.00e+03 4.86e+01 -1.0 2.53e+05 - 8.71e-04 9.24e-04h 1
24 1.1636073e+02 5.00e+03 4.87e+01 -1.0 2.28e+05 - 6.91e-04 3.06e-04h 1
25 1.0581582e+02 4.99e+03 4.85e+01 -1.0 2.22e+05 - 8.15e-04 1.57e-03h 1
26 1.0010141e+02 4.99e+03 4.85e+01 -1.0 1.89e+05 - 9.59e-04 9.10e-04h 1
27 8.2587869e+01 4.97e+03 4.83e+01 -1.0 1.76e+05 - 6.40e-04 2.80e-03h 1
28 8.2391689e+01 4.97e+03 4.83e+01 -1.0 1.39e+05 - 8.22e-04 2.91e-05h 1
29 6.7424576e+01 4.96e+03 5.60e+01 -1.0 1.41e+05 - 5.70e-04 2.24e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
30 6.6508868e+01 4.96e+03 4.78e+01 -1.0 1.20e+05 - 7.64e-04 1.23e-04h 1
31 6.3001658e+01 4.96e+03 4.80e+01 -1.0 1.20e+05 - 4.08e-04 4.74e-04h 1
32 6.2269905e+01 4.96e+03 4.46e+01 -1.0 1.16e+05 - 2.49e-04 9.84e-05h 1
33 6.0530976e+01 4.96e+03 4.88e+01 -1.0 1.16e+05 - 9.18e-05 2.34e-04h 1
34 5.7986395e+01 4.95e+03 4.88e+01 -1.0 1.14e+05 - 3.21e-04 3.42e-04h 1
35r 5.7986395e+01 4.95e+03 9.99e+02 3.7 0.00e+00 - 0.00e+00 3.01e-07R 4
36r 4.7643865e+01 2.47e+03 9.99e+02 3.7 7.64e+07 - 9.52e-05 7.19e-04f 1
37 2.6779666e+01 2.46e+03 2.00e+02 -1.0 2.03e+05 - 9.94e-04 4.10e-03h 1
38 2.4179940e+01 2.46e+03 2.21e+02 -1.0 1.26e+05 - 2.13e-03 1.94e-04h 1
39 -2.6098262e+01 2.44e+03 1.93e+02 -1.0 1.38e+05 - 8.72e-04 5.17e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
40 -3.6796498e+01 2.44e+03 2.10e+02 -1.0 7.70e+04 - 3.08e-03 1.05e-03h 1
41 -4.2471009e+01 2.44e+03 2.27e+02 -1.0 7.78e+04 - 1.82e-03 4.07e-04h 1
42 -1.1536589e+02 2.43e+03 1.77e+02 -1.0 7.99e+04 - 1.69e-03 6.13e-03h 1
43 -1.1954667e+02 2.42e+03 4.98e+02 -1.0 4.74e+04 - 4.12e-03 4.20e-04h 1
44 -1.2123648e+02 2.42e+03 4.69e+03 -1.0 4.72e+04 - 4.76e-03 1.77e-04h 1
45 -1.4385961e+02 2.42e+03 1.01e+03 -1.0 5.53e+04 - 3.06e-04 2.41e-03h 1
46 -1.4861105e+02 2.42e+03 1.00e+03 -1.0 4.04e+04 - 4.63e-04 4.67e-04h 1
47 -1.5298094e+02 2.42e+03 1.81e+03 -1.0 4.06e+04 - 6.44e-04 4.29e-04h 1
48 -1.6466736e+02 2.41e+03 1.01e+03 -1.0 5.03e+04 - 7.96e-04 1.19e-03h 1
49 -1.8121262e+02 2.41e+03 1.13e+03 -1.0 8.24e+04 - 1.65e-03 1.76e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
50 -1.8303917e+02 2.41e+03 4.49e+03 -1.0 3.14e+04 -2.0 1.21e-03 5.91e-04h 1
51 -1.8391816e+02 2.41e+03 2.52e+03 -1.0 1.73e+05 -2.5 5.82e-04 2.63e-04h 1
52 -1.8640631e+02 2.41e+03 2.25e+03 -1.0 3.41e+04 -2.1 5.03e-04 7.90e-04h 1
53 -1.8909582e+02 2.40e+03 1.15e+04 -1.0 6.99e+04 - 1.76e-06 2.85e-04h 1
54 -1.8936015e+02 2.40e+03 1.49e+04 -1.0 4.62e+04 - 2.65e-03 2.80e-05h 1
55 -1.9130487e+02 2.40e+03 2.85e+04 -1.0 5.18e+04 - 2.83e-03 2.09e-04h 1
56 -2.1189123e+02 2.40e+03 2.94e+04 -1.0 4.60e+04 - 3.89e-04 2.24e-03h 2
57 -2.3511582e+02 2.39e+03 4.97e+04 -1.0 4.66e+04 - 5.50e-05 2.48e-03h 1
58 -2.3610233e+02 2.39e+03 3.06e+04 -1.0 5.39e+04 - 2.39e-03 1.04e-04h 1
59 -2.3814749e+02 2.39e+03 3.07e+04 -1.0 2.74e+04 -2.5 7.07e-04 5.89e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
60 -2.4454805e+02 2.39e+03 5.01e+04 -1.0 2.01e+05 - 1.40e-05 6.78e-04h 1
61r-2.4454805e+02 2.39e+03 1.00e+03 3.4 0.00e+00 - 0.00e+00 2.82e-07R 6
62r-2.5248784e+02 1.75e+03 1.01e+03 3.4 5.15e+07 - 2.16e-06 2.73e-04f 1
63 -2.5310252e+02 1.75e+03 4.07e+02 -1.0 6.63e+04 - 1.16e-02 2.83e-05h 1
64 -2.5604485e+02 1.75e+03 8.78e+02 -1.0 6.38e+04 - 2.43e-03 2.37e-04h 1
65 -2.6068976e+02 1.75e+03 5.86e+03 -1.0 6.36e+04 - 7.66e-03 3.81e-04h 1
66 -2.6379606e+02 1.75e+03 1.05e+04 -1.0 1.13e+05 - 1.31e-03 2.93e-04h 1
67 -2.7886888e+02 1.75e+03 1.10e+04 -1.0 1.21e+05 - 1.50e-03 1.43e-03h 1
68 -2.8337010e+02 1.75e+03 2.82e+04 -1.0 1.02e+05 - 2.00e-03 4.29e-04h 1
69 -2.9627232e+02 1.75e+03 3.90e+04 -1.0 9.93e+04 - 2.50e-03 1.23e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
70 -3.0896839e+02 1.74e+03 4.65e+04 -1.0 1.08e+05 - 2.21e-03 1.21e-03h 1
71 -3.1823901e+02 1.74e+03 5.45e+04 -1.0 1.14e+05 - 1.99e-03 8.85e-04h 1
72 -3.2766586e+02 1.74e+03 6.32e+04 -1.0 9.31e+04 - 2.12e-03 8.99e-04h 1
73 -3.3853768e+02 1.74e+03 7.17e+04 -1.0 9.40e+04 - 2.24e-03 1.03e-03h 1
74 -3.5051610e+02 1.74e+03 8.03e+04 -1.0 1.10e+05 - 2.22e-03 1.14e-03h 1
75 -3.5948071e+02 1.74e+03 9.17e+04 -1.0 1.16e+05 - 2.06e-03 8.51e-04h 1
76 -3.6896086e+02 1.73e+03 1.04e+05 -1.0 9.92e+04 - 2.09e-03 8.98e-04h 1
77 -3.7966331e+02 1.73e+03 1.16e+05 -1.0 8.67e+04 - 2.16e-03 1.01e-03h 1
78 -3.9129892e+02 1.73e+03 1.30e+05 -1.0 1.01e+05 - 2.18e-03 1.10e-03h 1
79 -4.0060953e+02 1.73e+03 1.52e+05 -1.0 1.07e+05 - 2.25e-03 8.84e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
80 -4.1023620e+02 1.73e+03 1.78e+05 -1.0 9.77e+04 - 2.45e-03 9.17e-04h 1
81 -4.2097713e+02 1.73e+03 2.05e+05 -1.0 8.75e+04 - 2.51e-03 1.03e-03h 1
82 -4.3263239e+02 1.72e+03 2.09e+05 -1.0 7.91e+04 - 1.37e-03 1.13e-03h 1
83 -4.4465286e+02 1.72e+03 1.96e+05 -1.0 7.26e+04 - 5.15e-04 1.20e-03h 1
84 -4.4801924e+02 1.72e+03 1.99e+05 -1.0 1.76e+05 - 6.35e-04 3.41e-04h 1
85 -4.4832505e+02 1.72e+03 2.88e+05 -1.0 8.57e+04 - 3.45e-03 3.03e-05h 1
86 -4.5638466e+02 1.72e+03 3.50e+05 -1.0 6.64e+04 - 3.15e-03 8.05e-04h 2
87 -4.6528536e+02 1.72e+03 4.14e+05 -1.0 6.65e+04 - 3.40e-03 8.99e-04h 2
88 -4.7503903e+02 1.72e+03 3.97e+05 -1.0 5.73e+04 - 3.21e-04 9.75e-04h 2
89 -4.8890922e+02 1.71e+03 4.16e+05 -1.0 5.77e+04 - 2.10e-03 1.39e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
90 -5.0565221e+02 1.71e+03 3.72e+05 -1.0 6.12e+04 - 2.30e-05 1.69e-03h 1
91 -5.2638174e+02 1.71e+03 3.66e+05 -1.0 3.18e+05 - 3.08e-04 2.02e-03h 1
92 -5.3040394e+02 1.71e+03 3.68e+05 -1.0 2.63e+05 - 8.15e-04 3.81e-04h 1
93 -5.6761774e+02 1.70e+03 3.61e+05 -1.0 2.81e+05 - 9.94e-04 3.50e-03h 1
94 -6.2831256e+02 1.69e+03 3.50e+05 -1.0 2.20e+05 - 3.23e-03 5.69e-03h 1
95 -6.6312731e+02 1.69e+03 3.66e+05 -1.0 1.55e+05 - 6.76e-03 3.25e-03h 1
96 -7.0742192e+02 1.68e+03 4.01e+05 -1.0 1.30e+05 - 1.12e-02 4.10e-03h 1
97 -7.5424718e+02 1.67e+03 4.43e+05 -1.0 1.02e+05 - 1.09e-02 4.33e-03h 1
98 -7.9735710e+02 1.66e+03 4.76e+05 -1.0 7.92e+04 - 7.48e-03 3.99e-03h 1
99 -8.1630713e+02 1.66e+03 5.59e+05 -1.0 8.00e+04 - 7.39e-03 1.75e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
100 -8.2527786e+02 1.66e+03 6.45e+05 -1.0 8.02e+04 - 4.83e-03 8.41e-04h 1
101 -8.2560215e+02 1.66e+03 6.75e+05 -1.0 8.14e+04 - 1.64e-03 2.74e-05h 1
102 -8.2629997e+02 1.66e+03 6.45e+05 -1.0 2.88e+04 -2.1 7.29e-05 3.35e-04h 1
103 -8.2652661e+02 1.66e+03 6.84e+05 -1.0 2.37e+04 -1.7 3.48e-04 1.14e-04h 1
104 -8.2719839e+02 1.66e+03 6.71e+05 -1.0 3.82e+04 -2.2 1.15e-04 2.81e-04h 1
105 -8.2814292e+02 1.66e+03 6.58e+05 -1.0 3.24e+04 -1.7 3.17e-04 4.44e-04h 1
106 -8.2845780e+02 1.66e+03 6.58e+05 -1.0 3.32e+04 -1.3 1.04e-04 1.84e-04h 1
107 -8.2853911e+02 1.66e+03 6.81e+05 -1.0 3.01e+04 -0.9 3.15e-05 1.40e-04h 1
108 -8.2857078e+02 1.66e+03 6.53e+05 -1.0 1.03e+04 0.5 6.15e-05 2.70e-05h 1
109 -8.2871596e+02 1.66e+03 8.18e+05 -1.0 8.78e+03 0.9 1.60e-05 8.47e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
110 -8.2883051e+02 1.66e+03 9.67e+05 -1.0 6.07e+03 1.3 3.40e-05 6.15e-05h 1
111 -8.2892615e+02 1.66e+03 1.32e+06 -1.0 4.24e+03 1.7 8.70e-07 5.19e-05h 1
112 -8.2897133e+02 1.66e+03 9.49e+05 -1.0 3.79e+03 2.2 4.54e-05 2.39e-05h 1
113 -8.2919145e+02 1.66e+03 1.37e+06 -1.0 4.01e+03 1.7 1.53e-05 1.24e-04f 1
114 -8.2922440e+02 1.66e+03 1.33e+06 -1.0 3.68e+03 2.1 6.37e-06 1.96e-05h 1
115r-8.2922440e+02 1.66e+03 1.00e+03 3.2 0.00e+00 2.5 0.00e+00 3.10e-07R 6
116r-1.0038791e+03 1.14e+03 1.09e+03 3.2 3.28e+07 - 2.14e-05 1.00e-03f 1
117 -1.0076170e+03 1.14e+03 5.49e+01 -1.0 1.20e+05 - 2.20e-02 4.07e-04h 1
118 -1.0138525e+03 1.14e+03 2.01e+02 -1.0 1.26e+05 - 6.39e-03 1.03e-03h 1
119 -1.0140535e+03 1.14e+03 4.30e+02 -1.0 1.28e+05 - 2.99e-03 5.50e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
120 -9.9210691e+02 1.14e+03 2.40e+02 -1.0 1.27e+05 - 1.21e-03 3.00e-03f 1
121 -9.8446519e+02 1.14e+03 3.90e+02 -1.0 1.27e+05 - 2.86e-03 9.47e-04f 1
122 -9.6392258e+02 1.13e+03 4.75e+02 -1.0 1.31e+05 - 3.47e-03 2.62e-03f 1
123 -9.6368580e+02 1.13e+03 1.50e+03 -1.0 1.26e+05 - 4.80e-03 5.91e-05h 1
124 -9.4775515e+02 1.13e+03 2.58e+03 -1.0 1.24e+05 - 5.20e-03 3.65e-03f 1
125 -9.4243638e+02 1.12e+03 1.41e+03 -1.0 1.24e+05 - 6.67e-03 8.82e-03h 1
126 -9.8007898e+02 1.10e+03 1.23e+03 -1.0 1.27e+05 - 1.26e-02 1.35e-02h 1
127 -1.0029478e+03 1.10e+03 2.47e+03 -1.0 1.31e+05 - 1.60e-02 4.66e-03h 1
128 -1.0090543e+03 1.10e+03 7.67e+03 -1.0 1.17e+05 - 1.88e-02 1.31e-03h 1
129 -1.0583266e+03 1.08e+03 4.06e+03 -1.0 1.16e+05 - 7.04e-03 1.12e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
130 -1.0657923e+03 1.08e+03 3.16e+03 -1.0 1.16e+05 - 1.53e-05 1.86e-03h 1
131 -1.2546521e+03 1.04e+03 6.43e+03 -1.0 1.16e+05 - 7.36e-03 4.14e-02h 1
132 -1.2619303e+03 1.03e+03 8.35e+03 -1.0 1.13e+05 - 3.68e-02 9.83e-04h 1
133 -1.6372009e+03 9.78e+02 7.12e+03 -1.0 1.13e+05 - 3.59e-02 5.11e-02h 1
134 -1.6609964e+03 9.76e+02 6.61e+03 -1.0 1.09e+05 - 2.45e-04 2.36e-03h 1
135 -1.8682182e+03 9.54e+02 5.51e+03 -1.0 1.09e+05 - 1.02e-04 2.20e-02h 1
136 -1.9478260e+03 9.47e+02 5.62e+03 -1.0 1.07e+05 - 2.27e-02 6.91e-03h 1
137 -1.9765941e+03 9.45e+02 5.61e+03 -1.0 1.06e+05 - 1.36e-03 2.20e-03h 1
138 -1.9765949e+03 9.45e+02 1.43e+04 -1.0 2.66e+03 2.1 1.41e-06 1.35e-05f 1
139 -1.9765967e+03 9.45e+02 1.87e+04 -1.0 3.52e+03 1.6 4.64e-06 2.27e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
140 -1.9766484e+03 9.45e+02 5.48e+04 -1.0 3.58e+03 1.1 3.10e-05 4.69e-04f 1
141 -1.9766493e+03 9.45e+02 5.48e+04 -1.0 2.67e+03 1.5 2.41e-05 1.06e-05h 1
142r-1.9766493e+03 9.45e+02 1.00e+03 2.7 0.00e+00 1.0 0.00e+00 5.62e-08R 2
143r-1.9766953e+03 9.58e+02 9.99e+02 2.7 3.54e+05 - 3.76e-04 4.11e-04f 1
144 -2.0196734e+03 9.55e+02 6.73e+02 -1.0 1.07e+05 - 7.67e-03 3.62e-03h 1
145 -2.0226662e+03 9.55e+02 6.76e+02 -1.0 8.54e+05 - 9.88e-04 1.31e-04h 1
146 -2.0246797e+03 9.55e+02 6.62e+02 -1.0 3.08e+05 - 4.48e-02 1.11e-04h 1
147 -2.0385879e+03 9.53e+02 6.60e+02 -1.0 1.86e+05 - 3.92e-03 1.23e-03h 1
148 -2.0406358e+03 9.53e+02 6.56e+02 -1.0 2.86e+05 - 9.05e-03 1.42e-04h 1
149 -2.0630662e+03 9.52e+02 1.20e+04 -1.0 1.79e+05 - 5.73e-03 1.34e-03h 1
The equality constraints contain an invalid number
Warning: Cutting back alpha due to evaluation error
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
150 -2.0642630e+03 9.52e+02 1.13e+05 -1.0 1.23e+05 - 7.77e-03 6.67e-05h 2
The equality constraints contain an invalid number
Warning: Cutting back alpha due to evaluation error
151 -2.0691068e+03 9.52e+02 1.81e+05 -1.0 1.12e+05 - 4.81e-03 4.55e-04h 2
152 -2.0691175e+03 9.51e+02 2.44e+05 -1.0 3.59e+03 0.6 1.30e-03 1.43e-04h 1
153 -2.0691514e+03 9.51e+02 2.68e+05 -1.0 3.60e+03 0.1 1.63e-03 4.01e-04h 1
154r-2.0691514e+03 9.51e+02 1.00e+03 2.7 0.00e+00 -0.4 0.00e+00 4.22e-07R 5
155r-2.0693719e+03 9.99e+02 1.00e+03 2.7 1.83e+05 - 1.73e-03 1.70e-03f 1
156r-2.0694419e+03 1.00e+03 1.02e+03 1.3 3.03e+04 - 6.47e-03 5.62e-04f 1
157r-2.0704074e+03 1.03e+03 9.95e+02 1.3 1.87e+04 - 7.50e-03 9.08e-03f 1
158 -2.1438154e+03 1.01e+03 8.35e+02 -1.0 1.04e+05 - 1.72e-05 1.45e-02h 1
159 -2.2423202e+03 9.90e+02 5.83e+03 -1.0 1.05e+05 - 1.46e-02 2.08e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
160 -2.2599364e+03 9.87e+02 1.25e+04 -1.0 1.06e+05 - 2.17e-02 2.97e-03h 1
161 -2.2808163e+03 9.84e+02 2.74e+04 -1.0 1.02e+05 - 3.20e-02 3.48e-03h 1
162 -2.4101557e+03 9.61e+02 1.66e+04 -1.0 1.02e+05 - 4.02e-02 2.26e-02h 1
163 -2.5209920e+03 9.41e+02 4.28e+03 -1.0 9.98e+04 - 2.39e-02 2.05e-02h 1
164 -2.6266371e+03 9.20e+02 1.93e+04 -1.0 9.80e+04 - 8.10e-02 2.10e-02h 1
165 -2.7517751e+03 8.87e+02 1.51e+04 -1.0 9.62e+04 - 2.33e-02 3.49e-02h 1
166 -2.8760902e+03 8.52e+02 1.80e+04 -1.0 9.31e+04 - 9.73e-02 3.71e-02h 1
167 -2.9923085e+03 7.98e+02 1.73e+04 -1.0 9.00e+04 - 5.78e-02 5.93e-02h 1
168 -3.0447155e+03 7.72e+02 1.73e+04 -1.0 8.50e+04 - 7.01e-02 3.10e-02h 1
169 -3.0451136e+03 7.72e+02 1.70e+04 -1.0 8.26e+04 - 1.37e-01 3.19e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
170 -3.0446384e+03 7.72e+02 2.00e+04 -1.0 9.30e+05 - 1.86e-05 1.05e-05h 1
171 -3.0423776e+03 7.72e+02 3.73e+04 -1.0 9.61e+05 - 2.13e-05 4.85e-05f 1
172 -2.9915978e+03 7.70e+02 1.16e+05 -1.0 3.83e+05 - 1.48e-03 2.70e-03f 1
173 -2.9299511e+03 7.01e+02 1.27e+05 -1.0 8.23e+04 - 2.91e-03 8.06e-02f 1
174 -2.9294003e+03 6.99e+02 1.23e+05 -1.0 7.61e+04 - 4.77e-02 3.34e-03h 1
175 -2.9294166e+03 6.98e+02 1.22e+05 -1.0 3.16e+03 -0.9 6.47e-03 2.84e-04h 1
176 -2.9295219e+03 6.98e+02 1.22e+05 -1.0 7.01e+04 -1.3 2.06e-03 3.67e-05h 1
177 -2.9417002e+03 6.96e+02 1.22e+05 -1.0 7.55e+04 -1.8 5.84e-05 3.98e-03h 1
178 -2.9421586e+03 6.95e+02 1.22e+05 -1.0 6.81e+04 -2.3 1.89e-04 1.92e-04h 1
179 -2.9430347e+03 6.95e+02 1.22e+05 -1.0 7.24e+04 -2.8 1.79e-03 4.01e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
180 -2.9446285e+03 6.94e+02 1.21e+05 -1.0 7.47e+04 -3.2 2.37e-03 1.45e-03h 1
181 -2.9440735e+03 6.94e+02 1.21e+05 -1.0 7.55e+04 -3.7 2.39e-04 1.13e-04h 1
182 -2.9425449e+03 6.94e+02 1.21e+05 -1.0 7.47e+04 -3.3 1.29e-04 2.34e-04f 1
183 -2.9385143e+03 6.94e+02 1.21e+05 -1.0 7.55e+04 -3.8 2.22e-04 3.61e-04f 1
184 -2.9336123e+03 6.93e+02 1.21e+05 -1.0 7.48e+04 -3.3 2.15e-04 3.51e-04f 1
185 -2.9222055e+03 6.93e+02 1.21e+05 -1.0 7.55e+04 -3.8 2.84e-04 6.11e-04f 1
186 -2.9159656e+03 6.93e+02 1.21e+05 -1.0 7.49e+04 -3.4 1.68e-04 3.42e-04f 1
187 -2.8995946e+03 6.92e+02 1.21e+05 -1.0 7.55e+04 -3.9 2.60e-04 7.61e-04f 1
188 -2.8989582e+03 6.92e+02 1.21e+05 -1.0 7.49e+04 -3.4 3.51e-05 3.33e-05f 1
189 -2.8892909e+03 6.92e+02 1.21e+05 -1.0 7.55e+04 -3.9 5.32e-05 4.40e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
190 -2.8889519e+03 6.92e+02 1.21e+05 -1.0 7.50e+04 -3.5 7.72e-05 1.75e-05h 1
191 -2.8766951e+03 6.91e+02 1.21e+05 -1.0 7.55e+04 -4.0 7.15e-05 5.51e-04f 1
192 -2.8671582e+03 6.91e+02 1.21e+05 -1.0 7.50e+04 -3.6 4.65e-04 4.96e-04f 1
193 -2.8562509e+03 6.91e+02 1.21e+05 -1.0 7.54e+04 -4.0 9.71e-04 5.13e-04f 1
194 -2.8187692e+03 6.89e+02 1.21e+05 -1.0 7.50e+04 -3.6 2.91e-03 2.07e-03f 1
195 -2.7241263e+03 6.86e+02 1.20e+05 -1.0 7.53e+04 -4.1 5.13e-03 5.15e-03f 1
196 -2.6926150e+03 6.84e+02 1.19e+05 -1.0 7.46e+04 -3.7 1.04e-02 2.83e-03f 1
197 -2.6880180e+03 6.83e+02 1.19e+05 -1.0 6.01e+04 -1.4 2.41e-04 1.04e-03f 1
198 -2.6878076e+03 6.83e+02 7.09e+05 -1.0 5.81e+04 -0.1 7.07e-03 6.89e-05h 1
199 -2.6833017e+03 6.82e+02 1.97e+06 -1.0 5.84e+04 0.3 5.76e-03 1.07e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
200 -2.6822236e+03 6.82e+02 1.64e+07 -1.0 5.96e+04 1.7 2.74e-03 2.83e-04h 1
201 -2.6801405e+03 6.82e+02 1.31e+07 -1.0 6.02e+04 2.1 3.34e-04 5.42e-04h 1
202 -2.6800355e+03 6.82e+02 3.14e+06 -1.0 6.07e+04 3.4 3.08e-07 2.95e-05h 1
203 -2.6799982e+03 6.82e+02 6.43e+06 -1.0 6.07e+04 3.8 1.43e-05 1.07e-05h 1
204 -2.6798256e+03 6.81e+02 1.29e+09 -1.0 6.09e+04 3.4 4.26e-03 4.72e-05h 1
205 -2.6786590e+03 6.81e+02 1.09e+09 -1.0 6.10e+04 3.8 6.91e-05 3.17e-04h 1
206 -2.6785983e+03 6.81e+02 1.61e+10 -1.0 6.14e+04 4.2 6.89e-03 1.70e-05h 1
207 -2.6770086e+03 6.81e+02 1.70e+10 -1.0 6.14e+04 4.6 6.07e-04 4.45e-04f 1
208 -2.6769327e+03 6.81e+02 1.12e+12 -1.0 6.19e+04 6.0 8.78e-03 2.22e-05h 1
209 -2.6754293e+03 6.81e+02 1.14e+12 -1.0 6.20e+04 5.5 9.40e-04 4.38e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
210 -2.6753046e+03 6.81e+02 1.29e+13 -1.0 6.24e+04 6.8 1.32e-02 3.78e-05h 1
211 -2.6728035e+03 6.80e+02 1.46e+13 -1.0 6.25e+04 7.3 1.46e-03 7.61e-04f 1
212r-2.6728035e+03 6.80e+02 1.00e+03 2.4 0.00e+00 8.6 0.00e+00 4.85e-07R 5
213r-2.6737649e+03 7.71e+02 1.18e+03 2.4 1.39e+04 - 5.78e-04 7.94e-03f 1
214 -2.6777337e+03 7.70e+02 1.72e+02 -1.0 7.39e+04 - 2.18e-01 1.34e-03h 1
215 -2.6698718e+03 7.70e+02 4.77e+03 -1.0 7.40e+04 - 1.75e-02 6.40e-04f 1
216 -2.4578747e+03 7.57e+02 4.73e+03 -1.0 7.40e+04 - 1.68e-02 1.63e-02f 1
217 -2.3222992e+03 7.46e+02 4.73e+03 -1.0 7.29e+04 - 2.55e-02 1.39e-02f 1
218 -2.2127112e+03 7.36e+02 4.47e+03 -1.0 7.20e+04 - 4.92e-02 1.33e-02f 1
219 -1.9233042e+03 7.07e+02 4.29e+03 -1.0 7.11e+04 - 3.86e-02 3.69e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
220 -1.7480932e+03 6.82e+02 3.79e+03 -1.0 6.87e+04 - 7.70e-02 3.46e-02f 1
221 -1.6418557e+03 6.62e+02 3.19e+03 -1.0 6.57e+04 - 9.79e-02 2.77e-02f 1
222 -1.3108643e+03 5.90e+02 2.67e+03 -1.0 6.40e+04 - 1.33e-01 1.01e-01f 1
223 -1.1745092e+03 5.11e+02 2.04e+03 -1.0 5.78e+04 - 1.92e-01 1.26e-01f 1
224 -1.1826941e+03 4.34e+02 1.64e+03 -1.0 5.08e+04 - 1.74e-01 1.43e-01f 1
225 -1.2523431e+03 3.69e+02 1.47e+03 -1.0 4.38e+04 - 1.19e-01 1.45e-01h 1
226 -1.3472974e+03 3.11e+02 1.32e+03 -1.0 3.76e+04 - 1.17e-01 1.54e-01h 1
227 -1.4537866e+03 2.55e+02 1.14e+03 -1.0 3.19e+04 - 1.49e-01 1.76e-01h 1
228 -1.5758921e+03 1.90e+02 1.01e+03 -1.0 2.63e+04 - 1.41e-01 2.49e-01h 1
229 -1.6778707e+03 1.33e+02 8.49e+02 -1.0 1.99e+04 - 1.84e-01 2.95e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
230 -1.7516016e+03 7.52e+01 6.94e+02 -1.0 1.40e+04 - 2.16e-01 4.30e-01h 1
231 -1.7365226e+03 1.65e+01 6.00e+02 -1.0 8.02e+03 - 1.90e-01 7.71e-01f 1
232 -1.5489352e+03 9.17e+00 4.73e+02 -1.0 1.85e+03 - 2.25e-01 1.00e+00f 1
233 -1.4986616e+03 7.03e+00 3.56e+02 -1.0 4.57e+02 - 2.48e-01 2.47e-01f 1
234 -1.2768236e+03 7.47e+00 2.77e+02 -1.0 8.09e+02 - 2.22e-01 1.00e+00f 1
235 -1.0561672e+03 8.14e+00 2.13e+02 -1.0 4.18e+02 - 2.29e-01 1.00e+00f 1
236 -8.8302145e+02 9.18e+00 1.38e+02 -1.0 6.87e+02 - 3.54e-01 1.00e+00f 1
237 -7.4859198e+02 1.09e+01 9.95e+01 -1.0 3.19e+02 - 2.78e-01 1.00e+00f 1
238 -6.2284174e+02 1.26e+01 6.55e+01 -1.0 3.06e+02 - 3.41e-01 1.00e+00f 1
239 -4.9955957e+02 1.51e+01 3.74e+01 -1.0 3.74e+02 - 4.29e-01 1.00e+00f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
240 -3.9901128e+02 1.48e+01 2.66e+01 -1.0 4.47e+02 - 2.90e-01 8.27e-01f 1
241 -2.7953707e+02 1.79e+01 1.76e+01 -1.0 4.38e+02 - 3.39e-01 1.00e+00f 1
242 -1.6761805e+02 2.24e+01 1.11e+01 -1.0 4.72e+02 - 3.68e-01 1.00e+00f 1
243 -6.1565610e+01 2.79e+01 6.94e+00 -1.0 6.23e+02 - 3.74e-01 1.00e+00f 1
244 4.4346604e+01 3.47e+01 4.24e+00 -1.0 6.59e+02 - 3.90e-01 1.00e+00f 1
245 9.4257097e+01 3.63e+01 2.43e+00 -1.0 8.11e+02 - 4.27e-01 4.96e-01f 1
246 1.4116091e+02 5.26e+01 1.40e+00 -1.0 1.23e+03 - 4.23e-01 4.10e-01f 1
247 2.4828646e+02 2.72e+02 2.83e+00 -1.0 2.03e+03 - 4.38e-01 9.05e-01f 1
248 3.2731819e+02 4.54e+02 4.23e+00 -1.0 2.64e+03 - 4.92e-01 8.95e-01f 1
249 4.1265040e+02 7.10e+02 6.50e-01 -1.0 3.46e+03 - 5.82e-01 1.00e+00f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
250 4.8756898e+02 6.92e+02 1.92e+00 -1.0 3.38e+03 - 5.68e-01 1.00e+00f 1
251 5.5299169e+02 7.01e+02 5.91e-01 -1.0 3.98e+03 - 6.84e-01 1.00e+00f 1
252 6.1800798e+02 8.42e+02 4.62e-01 -1.0 5.18e+03 - 6.17e-01 1.00e+00f 1
253 6.6762986e+02 9.11e+02 2.79e-01 -1.0 5.89e+03 - 6.90e-01 1.00e+00f 1
254 7.1783143e+02 8.97e+02 3.39e-01 -1.0 6.72e+03 - 6.20e-01 1.00e+00f 1
255 7.3890971e+02 5.18e+02 2.12e-01 -1.0 8.93e+03 - 6.99e-01 5.19e-01f 1
256 7.5995620e+02 5.45e+02 1.90e-01 -1.0 1.20e+04 - 6.90e-01 4.33e-01f 1
257 7.7820853e+02 5.37e+02 1.73e-01 -1.0 1.46e+04 - 7.77e-01 4.35e-01f 1
258 7.9354718e+02 5.70e+02 1.65e-01 -1.0 1.69e+04 - 6.82e-01 3.85e-01f 1
259 8.0969331e+02 6.59e+02 1.52e-01 -1.0 1.93e+04 - 8.07e-01 5.09e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
260 8.2101774e+02 7.07e+02 1.26e-01 -1.0 2.25e+04 - 6.73e-01 4.14e-01f 1
261 8.3093938e+02 7.74e+02 1.06e-01 -1.0 2.52e+04 - 8.23e-01 4.62e-01f 1
262 8.4012742e+02 9.71e+02 8.04e-02 -1.0 3.00e+04 - 6.90e-01 5.24e-01f 1
263 8.4634905e+02 1.07e+03 7.04e-02 -1.0 3.60e+04 - 7.92e-01 5.58e-01h 1
264 8.5088874e+02 1.35e+03 8.03e-02 -1.0 4.68e+04 - 7.03e-01 6.30e-01h 1
265 8.5286186e+02 1.48e+03 5.21e-02 -1.0 5.71e+04 - 8.05e-01 6.71e-01h 1
266 8.5385533e+02 1.77e+03 5.68e-02 -1.0 7.00e+04 - 8.39e-01 9.10e-01h 1
267 8.5362255e+02 1.66e+02 3.93e-02 -1.0 2.71e+04 - 1.00e+00 1.00e+00h 1
268 8.5369242e+02 2.27e+01 1.91e-03 -1.0 1.19e+04 - 1.00e+00 1.00e+00h 1
269 8.8616114e+02 9.37e+01 1.88e+01 -2.5 1.71e+04 - 5.10e-01 1.00e+00f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
270 8.8615330e+02 9.32e+01 4.39e+09 -2.5 3.96e+02 8.1 2.50e-03 4.57e-03h 1
271 8.8615329e+02 9.32e+01 4.39e+09 -2.5 3.90e+02 7.6 8.30e-03 1.16e-05h 1
272r 8.8615329e+02 9.32e+01 9.99e+02 2.0 0.00e+00 7.1 0.00e+00 3.03e-07R 3
273r 8.8615329e+02 8.24e+02 1.72e+03 2.0 5.68e+06 - 9.91e-02 1.03e-03f 1
274 1.1083506e+03 8.21e+02 9.73e+01 -2.5 6.12e+05 - 1.82e-03 3.77e-03f 1
275 1.1087482e+03 8.21e+02 9.69e+01 -2.5 2.26e+05 - 4.25e-03 2.08e-05f 1
276 1.1632032e+03 7.05e+02 9.43e+01 -2.5 2.55e+04 - 2.68e-02 1.42e-01f 1Emissions
Show code
scenarios_plot=["$(nregs[n])_regions" for n in 1:n_nregscen]
p = plot();
for(i,s) in enumerate(scenarios_plot)
if i == 1
global p = plot(times[1:11] ,results[s].ECO2[1:11],ylim=(0,120), title="CO₂ emissions",ylabel="GtCO₂/yr";plot_attributes[s]...);
else
plot!(times[1:11] ,results[s].ECO2[1:11];plot_attributes[s]...)
end
end
Temperatures
Show code
p = plot();
for(i,s) in enumerate(scenarios_plot)
if i == 1
global p = plot(times[1:17] ,results[s].TATM[1:17],ylim=(0.0,4.0), title="Global Temperatures",ylabel="°C from 1765";plot_attributes[s]...);
else
plot!(times[1:17] ,results[s].TATM[1:17];plot_attributes[s]...)
end
end
Emission Control rate
Show code
for(i,s) in enumerate(scenarios_plot)
if i == 1
global p = plot(times[1:17] ,results[s].MIU[1:17] .* 100,ylim=(0.0,100), title="Emission control rate",ylabel="%";plot_attributes[s]...);
else
plot!(times[1:17] ,results[s].MIU[1:17] .* 100;plot_attributes[s]...)
end
end
Interregional variability
Testing that, with equal weighths, the regions behave the same:
@test results["2_regions"].ECO2_R[:,1] ≈ results["2_regions"].ECO2_R[:,2]Test PassedTesting a skewed welfare weights distribution, with more welfare weighth to the first region:
Show code
results2r = run_dice(DICE2023_NREG(2,weights=[5,1]))
p1 = plot(times[1:11] ,results2r.ECO2_R[1:11,1],ylim=(0,40), title="CO₂ emissions",ylabel="GtCO₂/yr", label="More utility weigthed region")
plot!(p1,times[1:11] ,results2r.ECO2_R[1:11,2],ylim=(0,40), title="CO₂ emissions",ylabel="GtCO₂/yr", label="Less utility weigthed region")
p2 = plot(times[1:17] ,results2r.MIU_R[1:17,1] .* 100, ylim=(0.0,100), title="Emission control rate",ylabel="%", label="More utility weigthed region");
plot!(p2,times[1:17] ,results2r.MIU_R[1:17,2] .* 100, ylim=(0.0,100), title="Emission control rate",ylabel="%",label="Less utility weigthed region")This is Ipopt version 3.14.17, running with linear solver MUMPS 5.7.3.
Number of nonzeros in equality constraint Jacobian...: 14761
Number of nonzeros in inequality constraint Jacobian.: 1533
Number of nonzeros in Lagrangian Hessian.............: 4111
Total number of variables............................: 5185
variables with only lower bounds: 2754
variables with lower and upper bounds: 486
variables with only upper bounds: 0
Total number of equality constraints.................: 4745
Total number of inequality constraints...............: 1213
inequality constraints with only lower bounds: 729
inequality constraints with lower and upper bounds: 0
inequality constraints with only upper bounds: 484
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
0 0.0000000e+00 6.28e+03 1.00e+00 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0
1 8.3179592e+02 6.28e+03 2.47e+03 -1.0 9.45e+09 - 9.25e-08 2.20e-06f 1
2 8.4452476e+02 6.28e+03 2.47e+03 -1.0 1.19e+09 - 1.02e-06 3.77e-07f 1
3 1.0080017e+03 6.28e+03 3.24e+03 -1.0 9.17e+08 - 3.54e-07 6.36e-06f 1
4 1.0162615e+03 6.28e+03 3.22e+03 -1.0 2.59e+08 - 4.55e-06 2.34e-06f 1
5 1.0036373e+03 6.28e+03 3.17e+03 -1.0 4.06e+07 - 1.79e-06 1.79e-06s 5
6 9.7148459e+02 6.28e+03 3.07e+03 -1.0 1.63e+08 - 2.75e-06 2.75e-06s 5
7 9.6225846e+02 6.28e+03 3.05e+03 -1.0 9.50e+07 - 1.18e-06 1.18e-06s 5
8r 9.6225846e+02 6.28e+03 9.99e+02 3.8 0.00e+00 - 0.00e+00 0.00e+00R 1
9r 1.4534835e+02 5.00e+03 9.99e+02 3.8 3.74e+07 - 1.70e-05 2.74e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
10 1.6769945e+02 4.99e+03 4.43e+00 -1.0 1.48e+06 - 3.93e-05 5.68e-04f 1
11 1.6828038e+02 4.99e+03 7.54e+00 -1.0 1.06e+06 - 1.41e-04 2.36e-05h 1
12 1.6911161e+02 4.99e+03 1.03e+01 -1.0 1.05e+06 - 6.14e-05 3.16e-05f 1
13 1.7103528e+02 4.99e+03 5.24e+00 -1.0 1.04e+06 - 1.89e-05 7.08e-05f 1
14 1.7363117e+02 4.99e+03 5.29e+00 -1.0 1.00e+06 - 9.64e-05 9.51e-05f 1
15 1.8021704e+02 4.99e+03 1.94e+01 -1.0 9.61e+05 - 9.67e-05 2.31e-04f 1
16 1.9872054e+02 4.99e+03 3.48e+01 -1.0 8.67e+05 - 3.10e-04 6.98e-04f 1
17 2.1412892e+02 4.98e+03 3.57e+01 -1.0 6.62e+05 - 1.00e-03 9.45e-04f 1
18 2.1421651e+02 4.98e+03 4.09e+01 -1.0 5.13e+05 - 3.64e-04 1.10e-04h 1
19 2.1539213e+02 4.98e+03 3.75e+01 -1.0 5.05e+05 - 3.43e-04 5.21e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
20 2.1582229e+02 4.98e+03 4.53e+01 -1.0 4.50e+05 - 7.95e-04 2.74e-04f 1
21 2.1745196e+02 4.97e+03 4.31e+01 -1.0 4.34e+05 - 1.16e-03 1.33e-03f 1
22 2.1624745e+02 4.97e+03 4.86e+01 -1.0 3.49e+05 - 1.80e-03 9.62e-04h 1
23 2.1421416e+02 4.96e+03 4.86e+01 -1.0 3.14e+05 - 8.72e-04 9.20e-04h 1
24 2.1258783e+02 4.96e+03 4.87e+01 -1.0 2.81e+05 - 6.91e-04 3.07e-04h 1
25 2.0540928e+02 4.95e+03 4.85e+01 -1.0 2.74e+05 - 8.14e-04 1.57e-03h 1
26 2.0134567e+02 4.95e+03 4.85e+01 -1.0 2.30e+05 - 9.58e-04 9.09e-04h 1
27 1.8845215e+02 4.93e+03 4.83e+01 -1.0 2.12e+05 - 6.40e-04 2.80e-03h 1
28 1.8829036e+02 4.93e+03 4.83e+01 -1.0 1.64e+05 - 8.22e-04 2.91e-05h 1
29 1.7601071e+02 4.92e+03 5.61e+01 -1.0 1.65e+05 - 5.70e-04 2.24e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
30 1.7520768e+02 4.92e+03 4.78e+01 -1.0 1.38e+05 - 7.63e-04 1.23e-04h 1
31 1.7212536e+02 4.92e+03 4.79e+01 -1.0 1.38e+05 - 4.09e-04 4.75e-04h 1
32 1.7148658e+02 4.92e+03 4.46e+01 -1.0 1.34e+05 - 2.48e-04 9.75e-05h 1
33 1.6996846e+02 4.92e+03 4.87e+01 -1.0 1.33e+05 - 9.17e-05 2.32e-04h 1
34 1.6757481e+02 4.92e+03 4.87e+01 -1.0 1.31e+05 - 3.19e-04 3.63e-04h 1
35r 1.6757481e+02 4.92e+03 9.99e+02 3.7 0.00e+00 - 0.00e+00 3.49e-07R 4
36r 1.0984235e+02 2.05e+03 9.99e+02 3.7 8.60e+07 - 9.07e-05 7.28e-04f 1
37 1.1297879e+02 2.04e+03 1.97e+02 -1.0 3.14e+05 - 1.00e-03 4.11e-03h 1
38 1.1085274e+02 2.04e+03 2.19e+02 -1.0 1.64e+05 - 2.15e-03 1.95e-04h 1
39 7.6295433e+01 2.03e+03 1.90e+02 -1.0 1.82e+05 - 8.74e-04 4.95e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
40 6.5255967e+01 2.02e+03 2.04e+02 -1.0 8.74e+04 - 3.00e-03 1.23e-03h 1
41 6.0043202e+01 2.02e+03 2.25e+02 -1.0 5.37e+04 - 1.84e-03 3.62e-04h 1
42 4.3670031e+01 2.02e+03 2.35e+02 -1.0 2.13e+04 - 1.65e-03 1.12e-03h 1
43 -3.5076695e+01 2.01e+03 1.92e+02 -1.0 3.37e+04 - 2.42e-03 5.24e-03h 1
44 -4.2276674e+01 2.01e+03 5.15e+02 -1.0 4.24e+04 - 4.32e-03 5.55e-04h 1
45 -4.4826564e+01 2.01e+03 4.93e+03 -1.0 4.02e+04 - 4.84e-03 1.96e-04h 1
46 -7.3950550e+01 2.01e+03 2.10e+03 -1.0 3.94e+04 - 1.77e-04 2.21e-03h 1
47 -8.4122925e+01 2.00e+03 1.40e+03 -1.0 4.91e+04 - 3.68e-04 7.66e-04h 1
48 -9.3522051e+01 2.00e+03 2.62e+03 -1.0 9.01e+04 - 1.39e-03 7.17e-04h 1
49 -1.0918891e+02 2.00e+03 2.86e+03 -1.0 1.55e+05 - 1.65e-03 1.25e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
50 -1.0937807e+02 2.00e+03 1.57e+03 -1.0 3.02e+05 - 9.56e-05 1.89e-05h 1
51r-1.0937807e+02 2.00e+03 9.99e+02 3.3 0.00e+00 - 0.00e+00 2.54e-07R 5
52r-1.1001455e+02 1.56e+03 5.77e+03 3.3 4.42e+07 - 7.47e-06 2.22e-04f 1
53 -1.1252723e+02 1.56e+03 2.20e+02 -1.0 5.84e+04 - 2.33e-02 1.06e-04h 1
54 -1.1494295e+02 1.56e+03 2.73e+03 -1.0 5.16e+04 - 5.25e-03 2.14e-04h 1
55 -1.3232084e+02 1.56e+03 2.34e+03 -1.0 5.02e+04 - 2.95e-04 1.74e-03h 1
56 -1.3652363e+02 1.56e+03 2.50e+03 -1.0 5.30e+04 - 8.11e-04 4.21e-04h 1
57 -1.5984744e+02 1.55e+03 2.22e+03 -1.0 5.34e+04 - 1.35e-03 2.34e-03h 2
58 -1.8367563e+02 1.55e+03 2.51e+03 -1.0 6.38e+04 - 2.82e-03 2.38e-03h 1
59 -1.8575889e+02 1.55e+03 4.83e+03 -1.0 7.78e+04 - 2.73e-03 2.05e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
60 -1.9763860e+02 1.55e+03 6.58e+03 -1.0 6.62e+04 - 2.37e-03 1.17e-03h 1
61 -2.1320888e+02 1.55e+03 8.52e+03 -1.0 7.35e+04 - 2.56e-03 1.53e-03h 1
62 -2.2289612e+02 1.54e+03 1.15e+04 -1.0 5.95e+04 - 2.67e-03 9.53e-04h 1
63 -2.5525193e+02 1.54e+03 1.18e+04 -1.0 5.91e+04 - 3.80e-03 3.20e-03h 1
64 -2.6775368e+02 1.54e+03 8.49e+03 -1.0 7.46e+04 - 4.51e-03 1.23e-03h 1
65 -2.7394933e+02 1.54e+03 8.58e+03 -1.0 6.38e+04 - 5.75e-03 6.06e-04h 1
66 -2.9318492e+02 1.53e+03 8.56e+03 -1.0 6.70e+04 - 3.15e-03 1.83e-03h 1
67 -2.9405736e+02 1.53e+03 3.08e+04 -1.0 6.83e+04 - 2.51e-04 8.18e-05h 1
68 -2.9518324e+02 1.53e+03 2.02e+04 -1.0 1.32e+05 - 7.44e-07 1.03e-04h 1
69 -3.1231618e+02 1.53e+03 5.24e+04 -1.0 6.98e+04 - 3.19e-05 1.62e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
70 -3.2010351e+02 1.53e+03 1.37e+04 -1.0 7.10e+04 - 3.56e-03 7.34e-04h 1
71 -3.3275977e+02 1.53e+03 5.43e+04 -1.0 7.12e+04 - 2.16e-03 1.19e-03h 1
72 -3.3779610e+02 1.53e+03 5.46e+03 -1.0 7.19e+04 - 6.31e-06 4.73e-04h 1
73 -3.4923431e+02 1.52e+03 5.45e+03 -1.0 7.23e+04 - 4.73e-04 1.07e-03h 1
74 -3.5634614e+02 1.52e+03 1.35e+04 -1.0 7.30e+04 - 3.25e-03 6.67e-04h 1
75 -3.6963819e+02 1.52e+03 5.43e+03 -1.0 7.33e+04 - 3.10e-05 1.24e-03h 1
76 -3.7573956e+02 1.52e+03 5.36e+03 -1.0 7.54e+04 - 2.70e-05 5.71e-04h 1
77 -3.8198733e+02 1.52e+03 2.29e+04 -1.0 7.43e+04 - 3.07e-03 5.85e-04h 1
78 -3.9120598e+02 1.52e+03 2.36e+04 -1.0 8.10e+04 - 1.73e-04 8.63e-04h 1
79r-3.9120598e+02 1.52e+03 1.00e+03 3.2 0.00e+00 - 0.00e+00 2.33e-07R 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
80r-3.9580676e+02 1.23e+03 1.33e+03 3.2 3.33e+07 - 3.61e-05 1.92e-04f 1
81 -3.9853831e+02 1.23e+03 1.75e+00 -1.0 8.54e+04 - 2.47e-04 1.43e-04h 1
82 -4.0122730e+02 1.23e+03 2.74e+02 -1.0 8.57e+04 - 1.87e-02 1.55e-04h 1
83 -4.0254202e+02 1.23e+03 2.77e+03 -1.0 8.45e+04 - 4.11e-03 1.36e-04h 1
84 -4.0346195e+02 1.23e+03 9.18e+04 -1.0 8.37e+04 - 2.85e-03 8.78e-05h 1
85 -4.1253648e+02 1.23e+03 6.66e+04 -1.0 7.68e+04 - 3.00e-04 9.19e-04h 1
86 -4.1347265e+02 1.23e+03 1.21e+05 -1.0 7.43e+04 - 1.23e-03 9.82e-05h 1
87 -4.3028804e+02 1.22e+03 1.21e+05 -1.0 7.43e+04 - 1.78e-03 1.78e-03h 1
88 -4.3155268e+02 1.22e+03 2.74e+05 -1.0 7.36e+04 - 3.84e-03 1.39e-04h 1
89 -4.4822442e+02 1.22e+03 3.11e+05 -1.0 7.70e+04 - 3.31e-03 1.84e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
90 -4.5659171e+02 1.22e+03 3.76e+05 -1.0 7.89e+04 - 4.13e-03 9.49e-04h 1
91 -4.7305515e+02 1.22e+03 4.00e+05 -1.0 8.03e+04 - 3.41e-03 1.97e-03h 1
92 -4.8534729e+02 1.22e+03 4.00e+05 -1.0 8.12e+04 - 1.89e-03 1.85e-03h 1
93 -4.9284335e+02 1.21e+03 3.85e+05 -1.0 8.24e+04 - 8.87e-04 1.85e-03h 1
94 -4.9570937e+02 1.21e+03 3.76e+05 -1.0 8.46e+04 - 8.97e-04 1.61e-03h 1
95 -4.9498069e+02 1.21e+03 3.75e+05 -1.0 1.10e+05 - 1.13e-03 1.27e-03f 1
96 -4.9181033e+02 1.21e+03 3.74e+05 -1.0 1.30e+05 - 1.56e-03 1.56e-03f 1
97 -4.8457472e+02 1.21e+03 3.69e+05 -1.0 2.23e+05 - 2.38e-03 7.58e-04f 1
98 -4.2845093e+02 1.20e+03 3.70e+05 -1.0 4.10e+05 - 1.79e-03 2.42e-03f 1
99 -4.0851475e+02 1.20e+03 3.68e+05 -1.0 3.71e+05 - 1.88e-03 1.35e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
100 -3.9834786e+02 1.20e+03 3.70e+05 -1.0 2.67e+05 - 1.36e-03 2.08e-03f 1
101 -3.8822901e+02 1.20e+03 3.78e+05 -1.0 1.49e+05 - 9.12e-04 2.63e-03f 1
102 -3.7823033e+02 1.20e+03 3.80e+05 -1.0 1.57e+05 - 1.27e-03 1.78e-03f 1
103 -3.6468867e+02 1.19e+03 3.91e+05 -1.0 2.03e+05 - 1.02e-04 2.18e-03f 1
104 -3.6038829e+02 1.19e+03 3.78e+05 -1.0 1.97e+05 - 3.38e-03 1.48e-03f 1
105 -3.4557506e+02 1.19e+03 3.79e+05 -1.0 3.47e+05 - 2.04e-03 2.32e-03f 1
106 -3.5011626e+02 1.19e+03 3.82e+05 -1.0 2.72e+05 - 3.96e-04 9.99e-04h 1
107 -3.6260956e+02 1.19e+03 3.89e+05 -1.0 2.69e+05 - 1.79e-04 1.42e-03h 1
108 -3.6378696e+02 1.18e+03 3.78e+05 -1.0 2.20e+05 - 1.83e-03 3.72e-04h 1
109 -3.5120806e+02 1.18e+03 3.88e+05 -1.0 3.17e+05 - 7.28e-04 2.32e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
110 -3.4822422e+02 1.18e+03 3.84e+05 -1.0 2.50e+05 - 1.82e-03 1.32e-03h 1
111 -3.4819488e+02 1.18e+03 3.82e+05 -1.0 2.39e+05 - 3.46e-04 2.14e-05h 1
112 -3.4715077e+02 1.18e+03 3.92e+05 -1.0 2.26e+05 - 5.66e-06 2.01e-03f 1
113 -3.4795037e+02 1.18e+03 3.83e+05 -1.0 1.10e+05 - 1.94e-03 1.35e-04h 1
114 -3.5255524e+02 1.18e+03 3.71e+05 -1.0 1.31e+05 - 2.97e-03 9.50e-04h 1
115 -3.5383969e+02 1.18e+03 3.60e+05 -1.0 1.43e+05 - 1.94e-03 2.90e-04h 1
116 -3.6309268e+02 1.17e+03 3.69e+05 -1.0 1.33e+05 - 5.19e-05 1.74e-03h 1
117 -3.7325468e+02 1.17e+03 3.55e+05 -1.0 1.04e+05 - 3.15e-03 1.10e-03h 1
118 -4.2662892e+02 1.17e+03 3.62e+05 -1.0 1.88e+05 - 2.55e-03 3.73e-03h 1
119 -4.5687146e+02 1.17e+03 3.43e+05 -1.0 4.98e+05 - 2.46e-03 6.86e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
120 -4.8020922e+02 1.17e+03 3.51e+05 -1.0 6.99e+05 - 1.80e-05 5.51e-04h 1
121 -5.1488939e+02 1.17e+03 3.55e+05 -1.0 8.71e+05 - 4.24e-04 6.82e-04h 1
122 -5.3062518e+02 1.17e+03 3.62e+05 -1.0 6.54e+05 - 2.13e-05 4.12e-04h 1
123 -5.4471055e+02 1.17e+03 3.64e+05 -1.0 4.33e+05 - 3.94e-04 5.36e-04h 1
124 -5.5579383e+02 1.16e+03 3.72e+05 -1.0 1.45e+05 - 3.69e-04 8.33e-04h 1
125 -5.6285565e+02 1.16e+03 3.69e+05 -1.0 9.41e+04 - 1.09e-03 9.40e-04h 1
126 -5.7461827e+02 1.16e+03 3.81e+05 -1.0 9.42e+04 - 6.60e-04 1.55e-03h 1
127 -5.8089647e+02 1.16e+03 3.90e+05 -1.0 9.43e+04 - 1.85e-05 7.13e-04h 1
128 -5.8524968e+02 1.16e+03 3.65e+05 -1.0 9.43e+04 - 2.27e-03 4.43e-04h 1
129 -6.0312107e+02 1.16e+03 3.80e+05 -1.0 1.59e+05 - 1.25e-03 2.44e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
130 -6.1262688e+02 1.16e+03 3.85e+05 -1.0 2.89e+05 - 1.23e-03 1.69e-03h 1
131 -6.2174620e+02 1.15e+03 3.84e+05 -1.0 4.29e+05 - 1.42e-03 1.38e-03h 1
132 -6.3446431e+02 1.15e+03 3.84e+05 -1.0 5.23e+05 - 1.08e-03 1.06e-03h 1
133 -6.5020891e+02 1.15e+03 3.79e+05 -1.0 5.03e+05 - 1.05e-03 6.83e-04h 1
134 -6.5951474e+02 1.15e+03 3.70e+05 -1.0 3.55e+05 - 1.07e-03 5.43e-04h 1
135 -6.7236956e+02 1.15e+03 3.63e+05 -1.0 4.37e+05 - 1.17e-03 8.04e-04h 1
136 -7.1018016e+02 1.15e+03 3.64e+05 -1.0 5.66e+05 - 1.42e-03 1.49e-03h 1
137 -7.1755326e+02 1.15e+03 3.47e+05 -1.0 1.77e+05 - 1.07e-03 5.82e-04h 1
138 -7.2135756e+02 1.15e+03 3.54e+05 -1.0 2.03e+05 - 6.87e-05 2.37e-04h 1
139 -7.2347500e+02 1.15e+03 3.59e+05 -1.0 2.13e+05 - 7.29e-06 1.66e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
140 -7.2799892e+02 1.15e+03 3.49e+05 -1.0 2.35e+05 - 6.32e-04 3.33e-04h 1
141 -7.3789313e+02 1.15e+03 3.56e+05 -1.0 3.06e+05 - 3.80e-04 5.82e-04h 1
142 -7.3795531e+02 1.15e+03 4.02e+05 -1.0 9.86e+03 0.0 4.11e-05 6.43e-05h 1
143r-7.3795531e+02 1.15e+03 1.00e+03 3.1 0.00e+00 -0.5 0.00e+00 1.36e-08R 10
144r-7.9904219e+02 1.11e+03 1.75e+03 3.1 2.41e+07 - 8.25e-05 9.94e-04f 1
145 -7.9794044e+02 1.11e+03 2.87e+00 -1.0 1.23e+05 - 5.12e-05 1.48e-04f 1
146 -7.9225182e+02 1.11e+03 7.08e+00 -1.0 1.30e+05 - 6.25e-05 8.23e-04f 1
147 -7.9042492e+02 1.11e+03 3.40e+00 -1.0 1.30e+05 - 6.66e-04 2.23e-04f 1
148 -7.8695956e+02 1.11e+03 2.98e+00 -1.0 1.28e+05 - 1.60e-04 3.12e-04f 1
149 -7.8463584e+02 1.11e+03 2.49e+01 -1.0 1.28e+05 - 1.09e-03 1.94e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
150 -7.8097554e+02 1.11e+03 6.76e+01 -1.0 1.46e+05 - 8.89e-04 2.41e-04f 1
151 -7.7468283e+02 1.11e+03 1.09e+02 -1.0 1.70e+05 - 7.88e-04 4.13e-04f 1
152 -7.7000470e+02 1.11e+03 2.32e+02 -1.0 1.67e+05 - 1.33e-03 3.62e-04f 1
153 -7.6382113e+02 1.11e+03 5.76e+02 -1.0 1.52e+05 - 2.87e-03 6.52e-04f 1
154 -7.5777914e+02 1.11e+03 1.08e+03 -1.0 1.54e+05 - 4.04e-03 6.82e-04f 1
155 -7.3807862e+02 1.10e+03 1.55e+03 -1.0 1.61e+05 - 5.49e-03 2.08e-03f 1
156 -6.6808568e+02 1.09e+03 1.51e+03 -1.0 1.38e+05 - 7.94e-03 8.13e-03f 1
157 -6.6668910e+02 1.09e+03 2.69e+03 -1.0 1.39e+05 - 1.15e-02 3.82e-04h 1
158 -6.5779182e+02 1.09e+03 3.42e+03 -1.0 1.25e+05 - 8.13e-03 2.38e-03f 1
159 -6.1512525e+02 1.08e+03 3.10e+03 -1.0 1.19e+05 - 8.40e-03 1.07e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
160 -5.8160657e+02 1.07e+03 2.76e+03 -1.0 1.18e+05 - 9.81e-03 1.26e-02f 1
161 -5.6293973e+02 1.05e+03 2.56e+03 -1.0 1.18e+05 - 1.03e-02 1.30e-02f 1
162 -6.4950198e+02 9.77e+02 2.44e+03 -1.0 1.17e+05 - 2.65e-02 6.59e-02h 1
163 -7.6243819e+02 9.70e+02 3.15e+03 -1.0 1.12e+05 - 3.49e-03 6.52e-03h 1
164 -7.7293229e+02 9.70e+02 3.34e+03 -1.0 1.11e+05 - 8.75e-05 9.42e-04h 1
165 -7.7672097e+02 9.69e+02 3.23e+03 -1.0 1.11e+05 - 1.12e-03 4.40e-04h 1
166 -7.9638401e+02 9.67e+02 3.00e+03 -1.0 1.11e+05 - 4.07e-03 2.42e-03h 1
167 -8.3302461e+02 9.62e+02 3.10e+03 -1.0 1.11e+05 - 3.86e-03 5.37e-03h 1
168 -9.3446924e+02 9.46e+02 3.28e+03 -1.0 1.10e+05 - 1.06e-02 1.56e-02h 1
169 -1.1501721e+03 9.13e+02 3.49e+03 -1.0 1.09e+05 - 7.60e-03 3.37e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
170 -1.7292374e+03 8.18e+02 2.71e+03 -1.0 1.06e+05 - 1.15e-02 9.16e-02h 1
171 -2.0254210e+03 7.77e+02 2.34e+03 -1.0 9.74e+04 - 1.60e-02 4.78e-02h 1
172 -2.1997974e+03 7.54e+02 2.38e+03 -1.0 9.32e+04 - 6.23e-02 2.89e-02h 1
173 -2.2164078e+03 7.51e+02 2.37e+03 -1.0 9.07e+04 - 7.18e-03 2.98e-03h 1
174 -2.2414420e+03 7.48e+02 2.36e+03 -1.0 9.04e+04 - 4.37e-03 4.61e-03h 1
175 -2.2555942e+03 7.46e+02 2.36e+03 -1.0 9.01e+04 - 3.51e-03 2.68e-03h 1
176 -2.2726102e+03 7.43e+02 2.35e+03 -1.0 8.98e+04 - 2.27e-03 3.34e-03h 1
177 -2.2898566e+03 7.41e+02 2.34e+03 -1.0 8.96e+04 - 2.53e-03 3.47e-03h 1
178 -2.3099198e+03 7.38e+02 2.33e+03 -1.0 8.93e+04 - 2.63e-03 4.16e-03h 1
179 -2.3414901e+03 7.33e+02 2.32e+03 -1.0 8.89e+04 - 5.91e-03 6.60e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
180 -2.3461056e+03 7.32e+02 2.31e+03 -1.0 8.84e+04 - 1.07e-03 9.80e-04h 1
181 -2.3887788e+03 7.25e+02 2.30e+03 -1.0 8.83e+04 - 1.70e-03 9.10e-03h 1
182 -2.3985727e+03 7.24e+02 2.29e+03 -1.0 8.75e+04 - 4.21e-03 2.11e-03h 1
183 -2.4296587e+03 7.19e+02 2.28e+03 -1.0 8.74e+04 - 1.77e-03 6.78e-03h 1
184 -2.5348943e+03 7.02e+02 2.23e+03 -1.0 8.68e+04 - 2.08e-02 2.32e-02h 1
185 -2.5670637e+03 6.96e+02 2.22e+03 -1.0 8.49e+04 - 6.15e-03 8.02e-03h 1
186 -2.5765762e+03 6.94e+02 2.21e+03 -1.0 8.43e+04 - 2.81e-03 2.56e-03h 1
187 -2.7459544e+03 6.61e+02 2.20e+03 -1.0 8.41e+04 - 7.86e-03 4.58e-02h 1
188 -2.7481899e+03 6.60e+02 2.18e+03 -1.0 8.04e+04 - 6.08e-03 6.13e-04h 1
189 -2.8450466e+03 6.41e+02 2.20e+03 -1.0 8.04e+04 - 1.32e-03 2.86e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
190 -2.8495619e+03 6.40e+02 2.14e+03 -1.0 7.82e+04 - 1.66e-02 1.38e-03h 1
191 -2.8667138e+03 6.36e+02 2.15e+03 -1.0 7.81e+04 - 1.08e-03 6.18e-03h 1
192 -2.8668860e+03 6.36e+02 6.70e+03 -1.0 7.77e+04 - 2.94e-02 7.02e-05h 1
193 -2.8661569e+03 6.35e+02 5.94e+03 -1.0 7.76e+04 - 3.68e-04 7.30e-04h 1
194 -2.8659220e+03 6.35e+02 5.91e+03 -1.0 7.76e+04 - 2.28e-05 5.35e-05h 1
195 -2.8654892e+03 6.35e+02 6.02e+03 -1.0 7.76e+04 - 2.01e-04 8.83e-05h 1
196 -2.8642322e+03 6.35e+02 5.98e+03 -1.0 7.76e+04 - 1.52e-04 2.01e-04f 1
197 -2.8639284e+03 6.35e+02 5.98e+03 -1.0 8.99e+04 - 4.59e-05 3.87e-05h 1
198 -2.8636283e+03 6.35e+02 5.99e+03 -1.0 9.16e+04 - 4.90e-05 3.65e-05h 1
199 -2.8606383e+03 6.35e+02 5.77e+03 -1.0 9.29e+04 - 3.99e-06 2.92e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
200r-2.8606383e+03 6.35e+02 1.00e+03 2.6 0.00e+00 - 0.00e+00 3.70e-07R 5
201r-2.8607385e+03 6.73e+02 1.00e+03 2.6 1.80e+05 - 1.04e-03 1.44e-03f 1
202r-2.8608789e+03 6.84e+02 1.06e+03 1.2 4.94e+04 - 1.07e-02 1.98e-03f 1
203 -2.8619907e+03 6.84e+02 9.28e+01 -1.0 7.80e+04 - 3.83e-02 4.42e-04h 1
204 -2.8619411e+03 6.84e+02 5.66e+03 -1.0 7.76e+04 - 8.29e-04 1.36e-05h 1
205 -2.8607631e+03 6.84e+02 6.29e+03 -1.0 7.76e+04 - 3.18e-04 1.88e-04h 1
206 -2.8580046e+03 6.83e+02 5.94e+03 -1.0 7.76e+04 - 2.13e-04 3.24e-04f 1
207 -2.8570184e+03 6.83e+02 6.70e+03 -1.0 7.76e+04 - 4.51e-04 9.53e-05h 1
208 -2.8553122e+03 6.83e+02 6.68e+03 -1.0 7.75e+04 - 1.20e-04 1.35e-04f 1
209 -2.8524905e+03 6.83e+02 6.76e+03 -1.0 7.75e+04 - 2.71e-04 2.13e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
210 -2.8512727e+03 6.83e+02 6.81e+03 -1.0 7.75e+04 - 1.28e-04 7.74e-05f 1
211 -2.8480750e+03 6.83e+02 6.79e+03 -1.0 7.75e+04 - 1.71e-04 1.91e-04f 1
212 -2.8456682e+03 6.83e+02 6.83e+03 -1.0 7.75e+04 - 1.81e-04 1.27e-04f 1
213 -2.8425611e+03 6.83e+02 6.87e+03 -1.0 7.75e+04 - 2.04e-04 1.44e-04f 1
214 -2.8355834e+03 6.82e+02 6.84e+03 -1.0 7.75e+04 - 2.34e-04 2.87e-04f 1
215 -2.8315256e+03 6.82e+02 6.94e+03 -1.0 7.75e+04 - 3.51e-04 1.54e-04f 1
216 -2.8275586e+03 6.82e+02 6.99e+03 -1.0 7.74e+04 - 2.56e-04 1.45e-04f 1
217 -2.8150437e+03 6.82e+02 6.96e+03 -1.0 7.74e+04 - 3.84e-04 4.50e-04f 1
218 -2.8092497e+03 6.82e+02 7.07e+03 -1.0 7.74e+04 - 5.53e-04 2.06e-04f 1
219 -2.8023357e+03 6.82e+02 7.21e+03 -1.0 7.74e+04 - 8.43e-04 2.39e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
220 -2.7906886e+03 6.81e+02 7.19e+03 -1.0 7.74e+04 - 2.91e-04 3.67e-04f 1
221 -2.7679622e+03 6.81e+02 7.14e+03 -1.0 7.73e+04 - 3.48e-04 6.87e-04f 1
222 -2.7455735e+03 6.80e+02 7.15e+03 -1.0 7.73e+04 - 8.43e-04 6.84e-04f 1
223 -2.7391233e+03 6.80e+02 7.15e+03 -1.0 7.72e+04 - 2.47e-04 1.92e-04f 1
224 -2.7339270e+03 6.80e+02 7.17e+03 -1.0 7.72e+04 - 4.18e-04 1.54e-04f 1
225 -2.7228293e+03 6.80e+02 7.18e+03 -1.0 7.72e+04 - 5.77e-04 3.28e-04f 1
226 -2.6374259e+03 6.78e+02 7.17e+03 -1.0 7.72e+04 - 2.53e-03 2.54e-03f 1
227 -2.6241438e+03 6.78e+02 7.17e+03 -1.0 7.70e+04 - 2.71e-03 4.11e-04f 1
228 -2.6110681e+03 6.78e+02 7.14e+03 -1.0 7.70e+04 - 2.91e-03 3.97e-04f 1
229 -2.5605072e+03 6.77e+02 7.09e+03 -1.0 7.69e+04 - 3.94e-03 1.52e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
230 -2.4679153e+03 6.75e+02 7.02e+03 -1.0 7.68e+04 - 5.04e-03 2.87e-03f 1
231 -2.3965781e+03 6.73e+02 6.90e+03 -1.0 7.66e+04 - 5.75e-03 2.37e-03f 1
232 -2.3293481e+03 6.71e+02 6.79e+03 -1.0 7.64e+04 - 5.20e-03 2.25e-03f 1
233 -2.3276632e+03 6.71e+02 6.74e+03 -1.0 7.63e+04 - 1.76e-03 5.73e-05f 1
234 -2.2265936e+03 6.69e+02 6.79e+03 -1.0 7.63e+04 - 1.13e-03 3.38e-03f 1
235 -2.1417949e+03 6.67e+02 6.71e+03 -1.0 7.60e+04 - 5.13e-03 3.07e-03f 1
236 -2.0321913e+03 6.64e+02 6.56e+03 -1.0 7.58e+04 - 8.33e-03 4.22e-03f 1
237 -1.8348494e+03 6.58e+02 6.43e+03 -1.0 7.55e+04 - 1.09e-02 8.33e-03f 1
238 -1.7794664e+03 6.56e+02 6.12e+03 -1.0 7.49e+04 - 1.41e-02 2.72e-03f 1
239 -1.3112440e+03 6.39e+02 6.16e+03 -1.0 7.47e+04 - 1.65e-02 2.39e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
240 -1.2481563e+03 6.36e+02 5.63e+03 -1.0 7.30e+04 - 2.94e-02 5.02e-03f 1
241 -1.2207547e+03 6.34e+02 4.97e+03 -1.0 7.26e+04 - 3.60e-02 2.34e-03f 1
242 -1.0376359e+03 6.23e+02 4.27e+03 -1.0 7.24e+04 - 4.99e-02 1.60e-02f 1
243 -2.5578593e+02 5.56e+02 4.46e+03 -1.0 7.13e+04 - 5.12e-02 8.75e-02f 1
244 -2.0340766e+02 5.42e+02 3.56e+03 -1.0 6.53e+04 - 1.06e-01 2.53e-02f 1
245 -8.3665198e+01 4.85e+02 3.73e+03 -1.0 6.37e+04 - 3.08e-02 9.34e-02f 1
246 -1.0125278e+02 4.64e+02 3.45e+03 -1.0 5.79e+04 - 6.10e-02 4.19e-02h 1
247 -1.2913562e+02 4.47e+02 3.19e+03 -1.0 5.55e+04 - 6.02e-02 3.50e-02h 1
248 -1.3568655e+02 4.44e+02 2.86e+03 -1.0 5.36e+04 - 6.46e-02 6.43e-03h 1
249 -2.0602044e+02 4.13e+02 2.75e+03 -1.0 5.32e+04 - 5.14e-02 6.71e-02h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
250 -3.2829742e+02 3.74e+02 2.36e+03 -1.0 4.97e+04 - 1.24e-01 9.21e-02h 1
251 -5.9187407e+02 3.07e+02 2.11e+03 -1.0 4.52e+04 - 1.26e-01 1.70e-01H 1
252 -7.2217629e+02 2.82e+02 2.18e+03 -1.0 3.76e+04 - 9.79e-04 8.14e-02h 1
253 -7.2219821e+02 2.82e+02 9.92e+03 -1.0 2.33e+03 -1.0 1.95e-02 3.04e-04h 1
254 -7.2282295e+02 2.81e+02 1.53e+04 -1.0 1.02e+04 -1.4 1.77e-02 1.87e-03h 1
255 -7.2720137e+02 2.80e+02 4.37e+04 -1.0 3.10e+04 -1.9 2.64e-02 3.19e-03h 1
256 -7.3496721e+02 2.79e+02 5.84e+04 -1.0 3.44e+04 -2.4 3.89e-02 5.03e-03h 1
257 -7.5138507e+02 2.76e+02 6.33e+04 -1.0 3.43e+04 -2.9 6.74e-02 1.05e-02h 1
258 -7.8059097e+02 2.70e+02 6.14e+04 -1.0 3.39e+04 - 2.83e-02 2.02e-02h 1
259 -7.8136974e+02 2.70e+02 6.20e+04 -1.0 3.33e+04 -2.4 2.37e-03 5.16e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
260 -8.7518576e+02 2.54e+02 6.31e+04 -1.0 3.32e+04 - 2.03e-03 5.83e-02h 1
261 -8.7994185e+02 2.54e+02 6.33e+04 -1.0 3.13e+04 -2.9 9.50e-03 3.24e-03h 1
262 -8.8033611e+02 2.53e+02 7.66e+04 -1.0 3.12e+04 -2.5 4.56e-02 2.72e-04h 1
263 -9.6551014e+02 2.38e+02 6.37e+04 -1.0 3.12e+04 - 1.45e-01 6.03e-02h 1
264 -1.1887745e+03 2.00e+02 6.69e+04 -1.0 2.93e+04 - 1.29e-04 1.56e-01h 1
265 -1.2802351e+03 1.85e+02 6.19e+04 -1.0 2.48e+04 -3.0 8.02e-02 7.45e-02h 1
266 -1.3758055e+03 1.69e+02 4.88e+04 -1.0 2.30e+04 -2.5 3.74e-02 8.42e-02h 1
267 -1.5206965e+03 1.47e+02 4.16e+04 -1.0 2.10e+04 -3.0 1.66e-01 1.34e-01h 1
268 -1.5232108e+03 1.46e+02 2.40e+04 -1.0 1.82e+04 -3.5 2.61e-01 2.63e-03h 1
269 -1.5569864e+03 1.40e+02 2.19e+04 -1.0 1.82e+04 - 5.61e-02 3.96e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
270 -1.5838490e+03 1.36e+02 1.87e+04 -1.0 1.75e+04 - 7.05e-02 3.32e-02h 2
271 -1.5984166e+03 1.33e+02 1.55e+04 -1.0 1.69e+04 - 7.01e-02 1.89e-02h 2
272 -1.6345879e+03 1.27e+02 1.22e+04 -1.0 1.66e+04 - 9.78e-02 4.88e-02h 1
273 -1.6670802e+03 1.20e+02 1.05e+04 -1.0 1.58e+04 - 7.28e-02 4.92e-02h 1
274 -1.6802241e+03 1.17e+02 6.29e+03 -1.0 1.50e+04 - 1.15e-01 2.50e-02h 1
275 -1.6867979e+03 1.09e+02 7.48e+03 -1.0 1.46e+04 - 2.88e-02 7.08e-02h 1
276 -1.7446327e+03 9.93e+01 4.48e+03 -1.0 1.36e+04 -4.0 1.61e-01 8.87e-02h 1
277 -1.9815822e+03 6.09e+01 6.11e+03 -1.0 1.24e+04 -3.5 2.35e-01 3.81e-01h 1
278 -2.1742789e+03 3.01e+01 6.31e+03 -1.0 7.67e+03 -3.1 1.29e-01 5.00e-01h 1
279 -2.2371690e+03 2.01e+01 4.29e+03 -1.0 3.84e+03 -2.7 2.82e-01 3.30e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
280 -2.3318304e+03 4.60e+00 1.53e+04 -1.0 2.57e+03 -3.2 2.86e-01 1.00e+00h 1
281 -2.2278675e+03 1.30e+01 1.47e+04 -1.0 1.15e+04 - 3.99e-02 4.76e-02f 1
282 -2.0817846e+03 1.23e+01 1.44e+04 -1.0 7.71e+03 - 2.21e-02 6.20e-02f 1
283 -1.9307698e+03 1.43e+01 1.40e+04 -1.0 6.78e+03 - 2.25e-02 8.00e-02f 1
284 -1.6298383e+03 2.82e+01 1.32e+04 -1.0 4.71e+03 - 5.89e-02 2.05e-01f 1
285 -1.6035112e+03 2.75e+01 1.11e+04 -1.0 3.33e+03 - 1.66e-01 2.85e-02f 1
286 -1.3538540e+03 2.13e+01 9.41e+03 -1.0 3.27e+03 - 1.38e-01 2.87e-01f 1
287 -1.0208888e+03 1.96e+01 8.33e+03 -1.0 1.86e+03 - 6.73e-02 5.09e-01f 1
288 -6.8340173e+02 1.90e+01 5.22e+03 -1.0 1.03e+03 - 3.22e-01 8.38e-01f 1
289 -6.6502359e+02 1.79e+01 4.28e+03 -1.0 8.19e+02 - 1.88e-01 6.58e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
290 -5.1983564e+02 1.54e+01 3.80e+03 -1.0 8.54e+02 - 7.60e-02 4.54e-01f 1
291 -3.1670906e+02 1.52e+01 2.95e+03 -1.0 8.84e+02 - 1.87e-01 5.91e-01f 1
292 -2.5299877e+02 1.34e+01 1.82e+03 -1.0 8.79e+02 - 3.94e-01 2.20e-01f 1
293 -1.0288559e+02 1.42e+01 1.42e+03 -1.0 9.34e+02 - 1.99e-01 4.66e-01f 1
294 -9.8777080e+01 1.40e+01 1.12e+03 -1.0 9.96e+02 - 2.21e-01 1.60e-02f 1
295 5.4671656e+01 1.71e+01 1.02e+03 -1.0 1.06e+03 - 4.43e-02 5.45e-01f 1
296 2.6915897e+02 2.99e+01 6.05e+02 -1.0 9.92e+02 - 3.78e-01 9.65e-01f 1
297 3.2867593e+02 3.50e+01 3.97e+02 -1.0 9.83e+02 - 3.54e-01 7.75e-01f 1
298 3.5507818e+02 3.01e+01 3.54e+02 -1.0 1.72e+03 - 1.09e-01 2.42e-01f 1
299 5.3221624e+02 4.17e+01 2.17e+02 -1.0 1.36e+03 - 2.80e-01 1.00e+00f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
300 5.6339523e+02 3.61e+01 1.53e+02 -1.0 1.88e+03 - 3.10e-01 4.40e-01f 1
301 6.2844395e+02 4.76e+01 9.94e+01 -1.0 1.84e+03 - 4.07e-01 8.41e-01f 1
302 6.6609268e+02 3.59e+01 5.91e+01 -1.0 2.09e+03 - 4.08e-01 4.95e-01f 1
303 7.4816507e+02 5.79e+01 3.60e+01 -1.0 2.47e+03 - 4.05e-01 9.20e-01f 1
304 8.2796240e+02 9.79e+01 1.99e+01 -1.0 2.46e+03 - 4.46e-01 1.00e+00f 1
305 8.6879719e+02 8.67e+01 1.02e+01 -1.0 2.88e+03 - 4.88e-01 5.13e-01f 1
306 9.1602102e+02 9.95e+01 5.36e+00 -1.0 2.59e+03 - 4.72e-01 5.37e-01f 1
307 9.7771000e+02 1.39e+02 2.35e+00 -1.0 3.59e+03 - 5.60e-01 7.04e-01f 1
308 1.0554025e+03 2.40e+02 1.11e+00 -1.0 4.07e+03 - 5.17e-01 1.00e+00f 1
309 1.1123005e+03 2.69e+02 4.81e-01 -1.0 5.36e+03 - 6.72e-01 9.75e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
310 1.1678478e+03 4.14e+02 5.04e-01 -1.0 6.49e+03 - 6.94e-01 1.00e+00f 1
311 1.2003478e+03 3.94e+02 3.20e-01 -1.0 8.60e+03 - 6.28e-01 7.27e-01f 1
312 1.2193616e+03 3.62e+02 2.94e-01 -1.0 1.30e+04 - 6.95e-01 3.92e-01f 1
313 1.2362839e+03 3.54e+02 2.68e-01 -1.0 1.47e+04 - 7.44e-01 3.56e-01f 1
314 1.2505054e+03 3.47e+02 3.67e-01 -1.0 1.62e+04 - 7.29e-01 3.15e-01f 1
315 1.2649906e+03 3.59e+02 3.58e-01 -1.0 1.59e+04 - 7.62e-01 3.47e-01f 1
316 1.2833767e+03 4.28e+02 2.58e-01 -1.0 1.81e+04 - 7.39e-01 4.71e-01f 1
317 1.2970090e+03 4.33e+02 2.54e-01 -1.0 1.84e+04 - 7.24e-01 3.93e-01f 1
318 1.3076627e+03 4.15e+02 2.28e-01 -1.0 2.44e+04 - 7.56e-01 3.26e-01f 1
319 1.3183353e+03 4.14e+02 1.82e-01 -1.0 2.32e+04 - 7.66e-01 3.74e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
320 1.3270502e+03 4.42e+02 1.60e-01 -1.0 2.56e+04 - 7.44e-01 3.52e-01f 1
321 1.3355893e+03 5.08e+02 1.38e-01 -1.0 2.78e+04 - 7.72e-01 3.95e-01f 1
322 1.3430117e+03 5.79e+02 1.18e-01 -1.0 3.11e+04 - 7.42e-01 4.16e-01f 1
323 1.3491507e+03 6.61e+02 9.61e-02 -1.0 3.43e+04 - 6.79e-01 4.28e-01f 1
324 1.3542154e+03 7.48e+02 8.14e-02 -1.0 3.80e+04 - 7.48e-01 4.52e-01h 1
325 1.3586497e+03 8.92e+02 8.10e-02 -1.0 4.24e+04 - 6.89e-01 5.06e-01h 1
326 1.3616810e+03 9.74e+02 6.95e-02 -1.0 4.66e+04 - 8.11e-01 4.96e-01h 1
327 1.3642420e+03 1.20e+03 5.95e-02 -1.0 6.02e+04 - 8.77e-01 5.80e-01h 1
328 1.3656148e+03 1.29e+03 4.59e-02 -1.0 6.14e+04 - 7.59e-01 6.45e-01h 1
329 1.3662520e+03 1.13e+03 3.70e-02 -1.0 6.69e+04 - 9.27e-01 7.45e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
330 1.3665099e+03 2.54e+02 1.30e-02 -1.0 3.27e+04 - 1.00e+00 1.00e+00h 1
331 1.3664823e+03 1.83e+01 2.35e-03 -1.0 1.07e+04 - 1.00e+00 1.00e+00h 1
332 1.3664839e+03 1.94e-01 4.66e-06 -1.0 1.06e+03 - 1.00e+00 1.00e+00h 1
333 1.4089276e+03 1.46e+02 1.27e+01 -2.5 2.69e+04 - 5.08e-01 8.39e-01f 1
334 1.4078815e+03 1.33e+01 7.43e+00 -2.5 1.08e+02 -3.6 4.75e-01 9.09e-01h 1
335 1.4082954e+03 2.38e+00 7.73e+00 -2.5 4.57e+01 -4.1 6.56e-01 1.00e+00h 1
336 1.4088570e+03 2.01e-01 3.51e-01 -2.5 1.56e+01 -4.6 1.00e+00 9.60e-01h 1
337 1.4093404e+03 6.46e-02 2.93e-01 -2.5 3.11e+01 -5.1 1.00e+00 7.77e-01h 1
338 1.4099910e+03 1.09e-01 3.35e-01 -2.5 5.87e+01 -5.6 1.00e+00 7.37e-01h 1
339 1.4111378e+03 2.30e-01 2.74e-01 -2.5 1.29e+02 -6.0 1.00e+00 7.61e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
340 1.4128788e+03 7.50e-01 2.92e-01 -2.5 2.92e+02 -6.5 1.00e+00 7.12e-01h 1
341 1.4150908e+03 2.26e+00 3.31e-01 -2.5 6.04e+02 -7.0 1.00e+00 6.42e-01h 1
342 1.4165643e+03 2.59e+00 4.50e-01 -2.5 1.03e+03 -7.5 1.00e+00 3.54e-01h 1
343 1.4180420e+03 3.63e+00 6.72e-01 -2.5 2.42e+03 -7.9 1.00e+00 2.60e-01h 1
344 1.4215527e+03 2.35e+02 6.60e-01 -2.5 6.33e+05 - 2.37e-01 6.37e-02f 1
345 1.4247242e+03 2.17e+02 6.87e-01 -2.5 1.40e+05 - 5.77e-01 1.07e-01h 1
346 1.4308308e+03 3.25e+02 5.30e-01 -2.5 1.26e+05 - 1.00e+00 3.70e-01h 1
347 1.4308042e+03 3.04e+02 1.43e-01 -2.5 1.08e+03 -7.5 8.45e-01 9.30e-01h 1
348 1.4308282e+03 2.86e+02 1.37e-01 -2.5 3.72e+03 -8.0 5.05e-02 7.63e-02h 1
349 1.4308846e+03 2.30e+02 1.44e-01 -2.5 7.16e+02 -7.6 2.75e-01 3.44e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
350 1.4309319e+03 1.15e+02 1.31e-01 -2.5 6.53e+02 -7.1 5.73e-01 1.00e+00h 1
351 1.4309349e+03 1.12e+02 3.19e-01 -2.5 7.58e+02 -7.6 5.01e-01 2.56e-02h 1
352 1.4309929e+03 6.54e+01 1.67e-01 -2.5 9.44e+02 -8.1 4.34e-01 4.64e-01h 1
353 1.4310134e+03 8.53e+00 3.04e-02 -2.5 1.74e+02 -6.8 1.00e+00 1.00e+00h 1
354 1.4310867e+03 5.91e-01 5.60e-03 -2.5 1.06e+02 -7.2 9.70e-01 1.00e+00h 1
355 1.4312017e+03 8.42e+01 2.29e-01 -2.5 6.61e+02 -7.7 3.71e-01 1.00e+00h 1
356 1.4314274e+03 1.18e+01 1.69e-02 -2.5 6.17e+02 -8.2 8.97e-01 1.00e+00h 1
357 1.4316950e+03 2.75e+02 1.27e-01 -2.5 1.20e+05 - 2.80e-02 3.56e-02h 1
358 1.4321106e+03 2.65e+02 1.04e-01 -2.5 1.07e+05 - 1.04e-01 8.88e-02h 1
359 1.4322942e+03 2.94e+02 1.31e-01 -2.5 1.11e+05 - 1.78e-02 4.18e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
360 1.4325187e+03 2.92e+02 1.26e-01 -2.5 8.58e+04 - 5.33e-03 5.70e-02h 1
361 1.4326155e+03 2.86e+02 1.20e-01 -2.5 7.94e+04 - 4.71e-03 3.60e-02h 1
362 1.4326173e+03 2.82e+02 1.20e-01 -2.5 3.98e+03 -8.7 1.14e-01 2.58e-02h 1
363 1.4329021e+03 2.51e+02 1.00e-01 -2.5 7.45e+04 - 3.54e-01 1.04e-01h 1
364 1.4335529e+03 1.65e+02 7.09e-02 -2.5 4.43e+04 - 2.71e-01 4.75e-01h 1
365 1.4337081e+03 8.21e+01 5.42e-02 -2.5 1.08e+04 - 1.00e+00 5.45e-01h 1
366 1.4337687e+03 4.54e+00 2.28e-02 -2.5 1.77e+03 - 6.07e-01 1.00e+00h 1
367 1.4337674e+03 1.76e-01 1.03e-03 -2.5 5.99e+01 - 1.00e+00 1.00e+00h 1
368 1.4337684e+03 3.18e-04 6.41e-06 -2.5 9.28e+00 - 1.00e+00 1.00e+00h 1
369 1.4355102e+03 2.13e+01 3.66e-01 -3.8 2.53e+04 - 9.61e-01 7.48e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
370 1.4359027e+03 7.61e+00 1.20e+00 -3.8 8.38e+03 - 1.00e+00 7.43e-01h 1
371 1.4359650e+03 2.78e+00 7.27e-01 -3.8 2.01e+03 - 1.00e+00 6.46e-01h 1
372 1.4359865e+03 2.53e-01 1.40e-04 -3.8 6.13e+02 - 1.00e+00 1.00e+00h 1
373 1.4359834e+03 1.81e-03 2.08e-06 -3.8 6.30e+01 - 1.00e+00 1.00e+00h 1
374 1.4359834e+03 7.87e-06 8.84e-09 -3.8 7.13e-01 - 1.00e+00 1.00e+00h 1
375 1.4360414e+03 3.73e-01 2.82e-01 -5.7 1.52e+03 - 8.72e-01 5.72e-01f 1
376 1.4360650e+03 3.40e-01 3.07e-01 -5.7 5.98e+02 - 1.00e+00 6.50e-01h 1
377 1.4360705e+03 1.68e-01 4.26e-01 -5.7 1.66e+02 - 1.00e+00 5.34e-01h 1
378 1.4360737e+03 4.09e-02 2.13e-01 -5.7 7.22e+01 - 1.00e+00 7.66e-01h 1
379 1.4360746e+03 9.32e-05 6.11e-06 -5.7 1.64e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
380 1.4360746e+03 1.23e-07 7.08e-09 -5.7 1.39e-01 - 1.00e+00 1.00e+00h 1
381 1.4360752e+03 1.08e-04 3.08e-01 -8.6 1.51e+01 - 8.40e-01 6.97e-01h 1
382 1.4360753e+03 5.40e-05 3.11e+00 -8.6 4.42e+00 - 1.00e+00 5.48e-01h 1
383 1.4360753e+03 2.75e-05 6.47e+00 -8.6 1.67e+00 - 1.00e+00 5.08e-01h 1
384 1.4360754e+03 5.36e-06 2.22e+00 -8.6 5.85e-01 - 1.00e+00 8.26e-01h 1
385 1.4360754e+03 2.57e-08 1.46e-08 -8.6 8.50e-02 - 1.00e+00 1.00e+00f 1
386 1.4360754e+03 2.59e-10 5.57e-12 -8.6 2.55e-04 - 1.00e+00 1.00e+00h 1
Number of Iterations....: 386
(scaled) (unscaled)
Objective...............: -1.4360753748548580e+03 1.4360753748548580e+03
Dual infeasibility......: 5.5702854456310855e-12 5.5702854456310855e-12
Constraint violation....: 2.5917756829585414e-10 2.5917756829585414e-10
Variable bound violation: 6.2750843627617255e-09 6.2750843627617255e-09
Complementarity.........: 2.6046529617549303e-09 2.6046529617549303e-09
Overall NLP error.......: 2.6046529617549303e-09 2.6046529617549303e-09
Number of objective function evaluations = 428
Number of objective gradient evaluations = 386
Number of equality constraint evaluations = 428
Number of inequality constraint evaluations = 428
Number of equality constraint Jacobian evaluations = 393
Number of inequality constraint Jacobian evaluations = 393
Number of Lagrangian Hessian evaluations = 386
Total seconds in IPOPT = 4.837
EXIT: Optimal Solution Found.
RICE2023
Here we run RICE2023, a version of the multi-regional model with a parameterisation where regional data has a distribution from the RICE2020 model, but rescaled to total (world) data from DICE2023.
Show code
rice_eq = run_dice(RICE2023(), optimizer=optimizer_with_attributes(Ipopt.Optimizer,"print_level" => 5, "max_iter" => 3000, "tol"=> 5*10^-8, "acceptable_tol" =>5*10^-6))
regions = rice_eq.pars.regions
nreg = length(regions)This is Ipopt version 3.14.17, running with linear solver MUMPS 5.7.3.
Number of nonzeros in equality constraint Jacobian...: 62541
Number of nonzeros in inequality constraint Jacobian.: 7173
Number of nonzeros in Lagrangian Hessian.............: 14641
Total number of variables............................: 19765
variables with only lower bounds: 10854
variables with lower and upper bounds: 2916
variables with only upper bounds: 0
Total number of equality constraints.................: 16905
Total number of inequality constraints...............: 5253
inequality constraints with only lower bounds: 3159
inequality constraints with lower and upper bounds: 0
inequality constraints with only upper bounds: 2094
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
0 0.0000000e+00 6.28e+03 1.00e+00 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0
1 5.9245076e+01 6.28e+03 5.30e+03 -1.0 5.96e+08 - 4.32e-08 2.38e-06f 1
2 6.3623165e+01 6.28e+03 5.36e+03 -1.0 1.46e+08 - 1.16e-06 7.43e-07f 1
3 1.0185561e+02 6.28e+03 7.83e+03 -1.0 1.13e+08 - 8.26e-07 8.40e-06f 1
4 1.0248134e+02 6.28e+03 7.76e+03 -1.0 1.53e+07 - 1.58e-06 1.36e-06f 3
5 1.0150111e+02 6.28e+03 7.67e+03 -1.0 1.03e+07 - 1.51e-06 1.51e-06s 5
6 9.7422872e+01 6.28e+03 7.51e+03 -1.0 4.30e+07 - 1.96e-06 1.96e-06s 5
7r 9.7422872e+01 6.28e+03 9.99e+02 3.8 0.00e+00 - 0.00e+00 0.00e+00R 1
8r 7.1366444e+01 6.25e+03 9.99e+02 3.8 4.35e+05 - 4.40e-06 2.23e-04f 1
9r-7.0888679e+02 5.33e+03 2.93e+03 1.7 4.36e+05 - 1.52e-01 6.66e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
10 -7.0655706e+02 5.33e+03 5.32e+00 -1.0 3.28e+05 - 3.45e-05 5.93e-04h 1
11 -7.0667514e+02 5.33e+03 5.47e+00 -1.0 1.65e+05 - 2.20e-04 4.05e-05h 1
12 -7.0707960e+02 5.33e+03 7.16e+00 -1.0 1.65e+05 - 3.54e-04 1.48e-04h 1
13 -7.0773841e+02 5.33e+03 9.98e+00 -1.0 1.53e+05 - 3.21e-04 2.62e-04h 1
14 -7.0858504e+02 5.33e+03 2.36e+01 -1.0 1.30e+05 - 2.96e-05 4.73e-04f 1
15 -7.0981410e+02 5.32e+03 2.04e+01 -1.0 9.20e+04 - 1.86e-04 4.79e-04f 1
16 -7.0986855e+02 5.32e+03 5.73e+01 -1.0 6.88e+04 - 2.81e-04 1.05e-05h 1
17 -7.1292848e+02 5.32e+03 1.88e+01 -1.0 7.06e+04 - 1.71e-04 5.53e-04f 1
18 -7.2431878e+02 5.31e+03 5.84e+01 -1.0 5.19e+04 - 4.49e-04 1.82e-03f 1
19 -7.4164487e+02 5.30e+03 6.92e+01 -1.0 4.85e+04 - 1.97e-03 2.32e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
20 -7.4750233e+02 5.29e+03 3.82e+01 -1.0 4.86e+04 - 2.02e-03 7.85e-04h 1
21 -7.4777733e+02 5.29e+03 4.91e+01 -1.0 3.14e+04 - 2.30e-04 3.69e-05h 1
22 -7.4965488e+02 5.29e+03 3.47e+01 -1.0 3.94e+04 - 1.97e-04 2.51e-04h 1
23 -7.5294014e+02 5.29e+03 4.28e+01 -1.0 3.95e+04 - 1.97e-04 4.35e-04f 1
24 -7.5625479e+02 5.29e+03 4.74e+01 -1.0 2.08e+04 - 3.22e-04 4.36e-04f 1
25 -7.8739757e+02 5.27e+03 1.81e+02 -1.0 1.22e+04 - 7.41e-04 4.14e-03h 1
26 -8.0118791e+02 5.26e+03 2.12e+02 -1.0 1.63e+04 - 1.17e-03 1.98e-03h 1
27 -8.1655107e+02 5.24e+03 2.63e+02 -1.0 1.94e+04 - 8.26e-04 2.25e-03h 1
28 -8.1710739e+02 5.24e+03 2.33e+02 -1.0 1.42e+04 - 7.50e-04 8.19e-05h 1
29 -8.2331037e+02 5.24e+03 2.57e+02 -1.0 1.49e+04 - 3.82e-04 9.10e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
30 -8.2358191e+02 5.24e+03 2.46e+02 -1.0 1.22e+04 - 3.91e-04 3.96e-05h 1
31r-8.2358191e+02 5.24e+03 9.99e+02 3.7 0.00e+00 - 0.00e+00 4.06e-07R 5
32r-2.6120101e+03 3.42e+03 9.99e+02 3.7 3.38e+06 - 4.37e-05 5.38e-04f 1
33 -2.6156193e+03 3.42e+03 4.16e+02 -1.0 4.31e+04 - 3.22e-03 7.46e-04h 1
34 -2.6254709e+03 3.41e+03 4.16e+02 -1.0 4.18e+04 - 2.09e-03 1.96e-03h 1
35 -2.6263383e+03 3.41e+03 2.73e+03 -1.0 6.08e+04 - 9.53e-04 1.19e-04h 1
36 -2.6286981e+03 3.41e+03 1.64e+03 -1.0 2.28e+05 - 6.42e-06 2.55e-04h 1
37 -2.6299803e+03 3.41e+03 2.31e+03 -1.0 6.09e+05 - 1.40e-05 1.30e-04h 2
38 -2.6315118e+03 3.41e+03 7.24e+03 -1.0 5.27e+05 - 6.70e-04 1.52e-04h 1
39r-2.6315118e+03 3.41e+03 9.99e+02 3.5 0.00e+00 - 0.00e+00 2.63e-07R 4
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
40r-3.1929006e+03 2.85e+03 9.99e+02 3.5 3.31e+06 - 4.74e-04 1.70e-04f 1
41 -3.1932648e+03 2.85e+03 2.72e+02 -1.0 1.16e+04 - 1.77e-02 6.49e-05h 1
42 -3.1933656e+03 2.85e+03 5.65e+03 -1.0 3.18e+04 - 3.62e-04 1.74e-05h 1
43 -3.1953042e+03 2.85e+03 7.41e+02 -1.0 6.62e+04 - 6.29e-05 2.78e-04h 1
44 -3.1966564e+03 2.85e+03 8.26e+03 -1.0 7.41e+04 - 4.42e-04 1.88e-04h 1
45 -3.1994377e+03 2.84e+03 1.55e+04 -1.0 5.47e+04 - 6.10e-04 4.09e-04h 1
46 -3.2013895e+03 2.84e+03 6.00e+04 -1.0 4.79e+04 - 9.41e-04 3.05e-04h 1
47 -3.2011380e+03 2.84e+03 5.56e+04 -1.0 2.06e+05 - 4.54e-05 6.64e-05h 1
48 -3.2006559e+03 2.84e+03 6.02e+04 -1.0 3.13e+05 - 7.55e-05 5.57e-05h 1
49 -3.1993243e+03 2.84e+03 7.00e+04 -1.0 4.44e+05 - 1.33e-04 9.24e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
50 -3.1959924e+03 2.84e+03 6.82e+04 -1.0 6.67e+05 - 1.43e-04 1.51e-04f 1
51 -3.1914405e+03 2.84e+03 7.06e+04 -1.0 7.74e+05 - 2.04e-04 1.93e-04f 1
52 -3.1902428e+03 2.84e+03 1.11e+05 -1.0 6.39e+05 - 2.62e-04 6.97e-05f 3
53 -3.1893448e+03 2.84e+03 1.60e+05 -1.0 5.64e+05 - 3.07e-04 6.22e-05f 4
54 -3.1885856e+03 2.84e+03 2.06e+05 -1.0 4.99e+05 - 2.99e-04 6.21e-05f 4
55 -3.1874509e+03 2.84e+03 1.86e+05 -1.0 4.44e+05 - 3.14e-06 1.09e-04f 3
56 -3.1868096e+03 2.84e+03 1.73e+05 -1.0 3.75e+05 - 7.56e-06 7.99e-05f 3
57 -3.1852336e+03 2.84e+03 2.12e+05 -1.0 3.36e+05 - 4.48e-04 2.38e-04f 1
58 -3.1850241e+03 2.84e+03 2.74e+05 -1.0 2.72e+05 - 3.57e-04 4.78e-05f 1
59 -3.1835048e+03 2.84e+03 2.32e+05 -1.0 2.53e+05 - 1.86e-04 3.97e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
60 -3.1830643e+03 2.84e+03 3.76e+04 -1.0 1.47e+05 - 4.98e-06 1.10e-03f 1
61 -3.1840317e+03 2.83e+03 7.84e+04 -1.0 1.78e+05 - 6.98e-04 4.10e-04f 1
62 -3.1849258e+03 2.83e+03 2.32e+05 -1.0 1.72e+05 - 1.44e-03 3.22e-04f 1
63 -3.1851625e+03 2.83e+03 2.87e+05 -1.0 1.51e+05 - 4.48e-04 6.77e-05h 1
64 -3.1866887e+03 2.83e+03 2.26e+05 -1.0 1.53e+05 - 2.73e-05 4.38e-04f 1
65 -3.1869881e+03 2.83e+03 2.35e+05 -1.0 1.59e+05 - 1.49e-04 8.68e-05h 2
66 -3.1875931e+03 2.83e+03 2.20e+05 -1.0 1.68e+05 - 8.05e-05 1.77e-04f 1
67 -3.1879080e+03 2.83e+03 2.65e+05 -1.0 1.85e+05 - 3.52e-04 9.27e-05h 2
68 -3.1884959e+03 2.83e+03 2.42e+05 -1.0 1.85e+05 - 5.53e-05 1.76e-04f 2
69 -3.1889193e+03 2.83e+03 2.35e+05 -1.0 1.76e+05 - 8.92e-05 1.27e-04h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
70 -3.1893046e+03 2.83e+03 2.35e+05 -1.0 1.71e+05 - 1.14e-04 1.16e-04h 2
71 -3.1897358e+03 2.83e+03 2.47e+05 -1.0 1.77e+05 - 1.87e-04 1.30e-04h 2
72 -3.1901474e+03 2.83e+03 2.67e+05 -1.0 1.94e+05 - 2.09e-04 1.27e-04h 2
73 -3.1909563e+03 2.83e+03 2.32e+05 -1.0 2.09e+05 - 1.29e-04 2.55e-04f 1
74 -3.1911985e+03 2.83e+03 3.13e+05 -1.0 2.29e+05 - 3.32e-04 7.84e-05h 2
75 -3.1919128e+03 2.83e+03 2.52e+05 -1.0 2.31e+05 - 6.39e-05 2.40e-04f 1
76 -3.1923536e+03 2.83e+03 2.10e+05 -1.0 2.41e+05 - 3.77e-05 1.49e-04f 1
77 -3.1925976e+03 2.83e+03 1.94e+05 -1.0 2.50e+05 - 4.47e-05 8.38e-05f 1
78 -3.1927381e+03 2.83e+03 1.73e+05 -1.0 2.42e+05 - 1.08e-05 6.45e-05f 1
79 -3.1928080e+03 2.83e+03 2.40e+05 -1.0 2.36e+05 - 2.05e-04 3.20e-05h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
80 -3.1929149e+03 2.83e+03 2.54e+05 -1.0 3.69e+05 - 9.32e-05 4.20e-05f 1
81 -3.1930141e+03 2.83e+03 2.87e+05 -1.0 2.30e+05 - 1.39e-04 4.20e-05h 1
82 -3.1931306e+03 2.83e+03 2.92e+05 -1.0 2.91e+05 - 6.53e-05 5.07e-05f 1
83 -3.1932021e+03 2.83e+03 3.09e+05 -1.0 4.06e+05 - 8.58e-05 2.88e-05h 1
84 -3.1932570e+03 2.83e+03 3.63e+05 -1.0 2.48e+05 - 1.43e-04 2.88e-05h 2
85 -3.1933803e+03 2.83e+03 3.47e+05 -1.0 2.86e+05 - 4.79e-05 7.61e-05f 2
86 -3.1935173e+03 2.83e+03 2.97e+05 -1.0 2.99e+05 - 3.74e-06 8.72e-05f 2
87 -3.1936461e+03 2.83e+03 3.25e+05 -1.0 3.11e+05 - 1.28e-04 8.26e-05f 2
88 -3.1938775e+03 2.82e+03 2.20e+05 -1.0 3.22e+05 - 2.14e-06 1.57e-04f 1
89r-3.1938775e+03 2.82e+03 1.00e+03 3.5 0.00e+00 - 0.00e+00 4.42e-07R 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
90r-3.2888092e+03 2.73e+03 1.01e+03 3.5 2.78e+06 - 6.98e-06 3.41e-05f 1
91r-5.9888636e+03 8.26e+02 1.00e+03 1.4 2.68e+06 - 1.18e-03 1.01e-03f 1
92 -5.9888873e+03 8.26e+02 5.10e+00 -1.0 1.45e+04 - 1.29e-04 2.14e-05h 1
93r-5.9888873e+03 8.26e+02 9.99e+02 2.9 0.00e+00 - 0.00e+00 1.43e-07R 2
94r-5.9889459e+03 8.23e+02 9.99e+02 2.9 1.91e+05 - 8.26e-07 7.22e-05f 1
95r-5.9904739e+03 7.39e+02 9.97e+02 0.8 8.21e+04 - 1.38e-03 1.83e-03f 1
96 -5.9934187e+03 7.38e+02 2.16e+02 -1.0 1.51e+04 - 5.89e-03 2.37e-03h 1
97 -5.9996613e+03 7.34e+02 4.03e+02 -1.0 1.64e+04 - 8.36e-03 4.87e-03h 1
98 -5.9997489e+03 7.34e+02 4.00e+04 -1.0 1.26e+04 - 3.89e-03 6.83e-05h 1
99 -6.0002685e+03 7.34e+02 1.24e+05 -1.0 3.14e+04 - 2.18e-03 7.13e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
100 -6.0007141e+03 7.33e+02 2.83e+05 -1.0 3.28e+04 - 3.08e-03 6.50e-04h 1
101 -6.0007069e+03 7.33e+02 4.33e+05 -1.0 2.26e+04 - 1.19e-03 1.49e-04h 1
102 -6.0003663e+03 7.33e+02 4.49e+05 -1.0 4.78e+04 - 4.07e-04 3.34e-04h 1
103 -5.9997429e+03 7.32e+02 5.10e+05 -1.0 5.76e+04 - 6.86e-04 4.40e-04h 1
104 -5.9990994e+03 7.32e+02 6.31e+05 -1.0 6.39e+04 - 8.69e-04 3.81e-04f 1
105 -5.9981755e+03 7.32e+02 6.44e+05 -1.0 6.49e+04 - 5.92e-04 5.31e-04f 1
106 -5.9972013e+03 7.31e+02 6.82e+05 -1.0 6.92e+04 - 9.15e-04 6.97e-04f 1
107 -5.9966282e+03 7.31e+02 7.34e+05 -1.0 1.21e+05 - 1.23e-03 7.65e-04f 1
108 -5.9969768e+03 7.30e+02 7.32e+05 -1.0 3.16e+05 - 7.61e-04 1.22e-03f 1
109 -5.9977907e+03 7.28e+02 7.31e+05 -1.0 3.31e+05 - 1.93e-03 2.03e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
110 -5.9998563e+03 7.25e+02 7.29e+05 -1.0 3.04e+05 - 4.08e-03 4.52e-03h 1
111 -6.0044021e+03 7.19e+02 7.35e+05 -1.0 2.36e+05 - 4.43e-03 8.39e-03h 1
112 -6.0064126e+03 7.17e+02 7.30e+05 -1.0 1.46e+05 - 6.48e-03 3.02e-03h 1
113 -6.0064361e+03 7.17e+02 7.43e+05 -1.0 1.25e+05 - 7.02e-03 3.52e-05h 1
114 -6.0064195e+03 7.17e+02 8.20e+05 -1.0 1.30e+05 - 1.29e-03 1.09e-04h 1
115 -6.0063902e+03 7.16e+02 7.97e+05 -1.0 9.54e+04 - 1.33e-04 5.42e-04f 1
116 -6.0063931e+03 7.16e+02 8.07e+05 -1.0 8.07e+04 - 2.44e-04 2.51e-05h 1
117 -6.0064651e+03 7.16e+02 7.97e+05 -1.0 9.00e+04 - 2.21e-04 4.39e-04f 1
118 -6.0064923e+03 7.16e+02 8.06e+05 -1.0 1.32e+05 - 3.69e-04 8.04e-05h 1
119 -6.0066639e+03 7.16e+02 8.05e+05 -1.0 1.71e+05 - 3.69e-04 3.93e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
120 -6.0067943e+03 7.15e+02 8.10e+05 -1.0 1.00e+05 - 5.56e-04 3.11e-04h 1
121 -6.0069690e+03 7.15e+02 8.11e+05 -1.0 1.99e+05 - 3.34e-04 2.88e-04f 1
122 -6.0071677e+03 7.15e+02 8.12e+05 -1.0 2.11e+05 - 6.20e-04 3.06e-04h 1
123 -6.0072652e+03 7.15e+02 8.55e+05 -1.0 1.14e+05 - 1.85e-03 2.54e-04h 1
124 -6.0074073e+03 7.14e+02 8.46e+05 -1.0 7.56e+04 - 7.23e-04 9.05e-04f 1
125 -6.0075577e+03 7.14e+02 8.46e+05 -1.0 1.88e+05 - 2.43e-04 2.19e-04f 1
126 -6.0079157e+03 7.14e+02 8.46e+05 -1.0 2.05e+05 - 4.54e-04 4.82e-04f 1
127 -6.0088758e+03 7.13e+02 8.45e+05 -1.0 1.86e+05 - 1.07e-03 1.35e-03f 1
128 -6.0109178e+03 7.11e+02 8.42e+05 -1.0 1.66e+05 - 2.86e-03 2.85e-03h 1
129 -6.0136724e+03 7.08e+02 8.38e+05 -1.0 1.18e+05 - 1.98e-03 3.69e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
130 -6.0139470e+03 7.08e+02 8.37e+05 -1.0 1.70e+05 - 3.56e-04 3.41e-04h 1
131r-6.0139470e+03 7.08e+02 1.00e+03 2.8 0.00e+00 - 0.00e+00 2.64e-07R 5
132r-6.0143222e+03 6.85e+02 2.54e+03 2.8 1.63e+05 - 1.07e-04 4.90e-04f 1
133r-6.0148205e+03 6.86e+02 2.53e+03 1.5 5.17e+04 -2.0 2.75e-03 6.73e-04f 1
134 -6.0149430e+03 6.86e+02 1.93e+00 -1.0 8.69e+03 - 2.02e-04 1.06e-04h 1
135 -6.0150570e+03 6.86e+02 6.02e+00 -1.0 9.74e+03 - 2.77e-04 9.51e-05h 1
136 -6.0152489e+03 6.86e+02 7.53e+00 -1.0 1.11e+04 - 1.79e-04 1.54e-04h 1
137 -6.0158157e+03 6.85e+02 1.61e+01 -1.0 1.07e+04 - 3.49e-05 4.59e-04h 1
138 -6.0170924e+03 6.85e+02 3.30e+01 -1.0 1.05e+04 - 6.46e-04 1.04e-03h 1
139 -6.0184479e+03 6.84e+02 3.67e+01 -1.0 1.01e+04 - 8.85e-04 1.11e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
140 -6.0204137e+03 6.83e+02 3.98e+01 -1.0 1.02e+04 - 1.26e-03 1.60e-03h 1
141 -6.0261309e+03 6.80e+02 5.07e+01 -1.0 1.04e+04 - 2.39e-03 4.60e-03h 1
142 -6.0262765e+03 6.80e+02 1.21e+02 -1.0 1.12e+04 - 3.58e-03 1.13e-04h 1
143 -6.0303315e+03 6.77e+02 5.06e+01 -1.0 1.11e+04 - 2.46e-03 3.16e-03h 1
144 -6.0311714e+03 6.77e+02 1.36e+03 -1.0 1.15e+04 - 1.25e-02 6.39e-04h 1
145 -6.0408981e+03 6.72e+02 1.30e+03 -1.0 1.04e+04 - 7.33e-03 7.67e-03h 1
146 -6.0503972e+03 6.67e+02 1.38e+03 -1.0 1.07e+04 - 8.20e-03 7.27e-03h 1
147 -6.0523052e+03 6.66e+02 2.56e+03 -1.0 1.06e+04 - 1.47e-02 1.44e-03h 1
148 -6.0548559e+03 6.65e+02 3.69e+03 -1.0 9.41e+03 - 7.43e-03 2.01e-03h 1
149 -6.0664316e+03 6.58e+02 2.66e+03 -1.0 8.17e+03 - 5.17e-03 9.54e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
150 -6.0704316e+03 6.56e+02 7.13e+03 -1.0 8.04e+03 - 2.23e-02 3.28e-03h 1
151 -6.0728190e+03 6.55e+02 1.44e+04 -1.0 8.49e+03 - 1.79e-02 1.93e-03h 1
152 -6.0888974e+03 6.45e+02 1.45e+04 -1.0 1.05e+04 - 1.50e-02 1.42e-02h 1
153 -6.0930858e+03 6.43e+02 1.92e+04 -1.0 1.81e+04 - 1.68e-02 3.96e-03h 1
154 -6.1033513e+03 6.36e+02 2.85e+04 -1.0 1.98e+04 - 3.51e-02 1.00e-02h 1
155 -6.1177902e+03 6.26e+02 3.41e+04 -1.0 2.14e+04 - 3.16e-02 1.50e-02h 1
156 -6.1204110e+03 6.25e+02 5.09e+04 -1.0 4.98e+03 - 2.72e-02 2.67e-03h 1
157 -6.1332227e+03 6.16e+02 4.58e+04 -1.0 6.08e+03 - 8.62e-03 1.31e-02h 1
158 -6.1446004e+03 6.08e+02 4.70e+04 -1.0 3.49e+03 - 1.56e-02 1.27e-02h 1
159 -6.1602575e+03 5.96e+02 4.46e+04 -1.0 3.69e+03 - 2.98e-02 1.99e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
160 -6.1753444e+03 5.80e+02 8.16e+04 -1.0 1.32e+04 - 3.95e-03 2.62e-02h 1
161 -6.1769036e+03 5.77e+02 9.51e+04 -1.0 1.83e+04 - 2.12e-04 4.32e-03h 1
162 -6.1771340e+03 5.77e+02 7.42e+04 -1.0 1.81e+04 - 6.54e-03 6.94e-04h 1
163 -6.1776108e+03 5.76e+02 7.83e+04 -1.0 1.53e+04 - 1.37e-04 1.50e-03h 1
164 -6.1781562e+03 5.75e+02 7.29e+04 -1.0 1.52e+04 - 3.44e-03 1.63e-03h 1
165 -6.1782036e+03 5.75e+02 6.47e+04 -1.0 1.37e+04 - 2.97e-03 1.58e-04h 1
166 -6.1790453e+03 5.74e+02 6.83e+04 -1.0 1.40e+04 - 1.30e-03 2.73e-03h 1
167 -6.1825447e+03 5.67e+02 9.75e+04 -1.0 1.35e+04 - 8.12e-04 1.20e-02h 1
168 -6.1866595e+03 5.61e+02 1.11e+05 -1.0 4.61e+04 - 1.89e-04 9.02e-03h 1
169 -6.1905164e+03 5.56e+02 1.01e+05 -1.0 4.07e+04 - 1.42e-02 9.22e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
170 -6.1905582e+03 5.56e+02 9.97e+04 -1.0 2.55e+04 - 5.97e-04 1.47e-04h 1
171r-6.1905582e+03 5.56e+02 1.00e+03 2.7 0.00e+00 - 0.00e+00 2.96e-07R 6
172r-6.1915612e+03 5.94e+02 1.01e+03 2.7 2.32e+05 - 1.00e-03 1.52e-03f 1
173r-6.1919205e+03 5.95e+02 9.98e+02 1.3 7.28e+04 - 6.41e-03 5.82e-04f 1
174r-6.1946459e+03 6.12e+02 9.92e+02 1.3 2.04e+04 - 5.91e-03 5.50e-03f 1
175 -6.1959070e+03 6.10e+02 1.08e+01 -1.0 1.06e+04 - 1.58e-04 1.72e-03h 1
176 -6.1969323e+03 6.10e+02 1.08e+01 -1.0 1.03e+04 - 1.29e-03 1.34e-03h 1
177 -6.1976672e+03 6.09e+02 1.08e+01 -1.0 1.03e+04 - 3.50e-03 9.41e-04h 1
178 -6.2021470e+03 6.06e+02 2.15e+01 -1.0 1.03e+04 - 9.51e-03 5.64e-03h 1
179 -6.2118765e+03 5.98e+02 4.13e+01 -1.0 1.03e+04 - 1.71e-02 1.19e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
180 -6.2228397e+03 5.90e+02 9.56e+01 -1.0 1.01e+04 - 2.92e-02 1.36e-02h 1
181 -6.2350547e+03 5.79e+02 1.20e+02 -1.0 9.28e+03 - 2.66e-02 1.83e-02h 1
182 -6.2382700e+03 5.72e+02 1.40e+02 -1.0 8.43e+03 - 1.84e-02 1.17e-02h 1
183 -6.2366355e+03 5.68e+02 1.41e+02 -1.0 7.62e+03 - 8.42e-03 7.75e-03h 1
184 -6.2316908e+03 5.62e+02 1.24e+02 -1.0 7.03e+03 - 5.65e-03 1.01e-02f 1
185 -6.2273985e+03 5.58e+02 1.16e+02 -1.0 6.65e+03 - 4.13e-03 6.25e-03f 1
186 -6.2269203e+03 5.58e+02 1.18e+02 -1.0 6.27e+03 - 8.30e-04 4.59e-04f 1
187 -6.2241680e+03 5.57e+02 1.12e+02 -1.0 6.19e+03 - 1.10e-03 2.38e-03f 1
188 -6.2218590e+03 5.56e+02 1.24e+02 -1.0 5.97e+03 - 4.59e-03 1.62e-03f 1
189 -6.2180287e+03 5.55e+02 2.10e+02 -1.0 5.67e+03 - 4.88e-03 1.98e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
190 -6.2008328e+03 5.51e+02 1.92e+02 -1.0 7.44e+03 - 4.91e-04 6.55e-03f 1
191 -6.1991851e+03 5.51e+02 1.93e+02 -1.0 6.93e+03 - 1.23e-03 6.27e-04f 1
192 -6.1866910e+03 5.48e+02 2.02e+02 -1.0 6.91e+03 - 9.33e-03 4.69e-03f 1
193 -6.1523095e+03 5.42e+02 1.89e+02 -1.0 6.67e+03 - 6.29e-03 1.17e-02f 1
194 -6.1302638e+03 5.37e+02 2.01e+02 -1.0 5.69e+03 - 1.77e-02 8.37e-03f 1
195 -6.1214280e+03 5.35e+02 7.06e+02 -1.0 5.11e+03 - 2.21e-02 3.55e-03f 1
196 -6.0983485e+03 5.30e+02 4.23e+02 -1.0 5.30e+03 - 6.77e-05 9.48e-03f 1
197 -6.0733695e+03 5.24e+02 4.19e+02 -1.0 4.78e+03 - 2.04e-02 1.14e-02f 1
198 -6.0684231e+03 5.23e+02 4.17e+02 -1.0 4.59e+03 - 2.64e-04 2.55e-03f 1
199 -6.0672588e+03 5.22e+02 4.25e+02 -1.0 4.58e+03 - 3.71e-03 6.15e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
200 -6.0224964e+03 5.09e+02 3.56e+02 -1.0 4.56e+03 - 2.87e-03 2.38e-02f 1
201 -6.0208713e+03 5.09e+02 3.67e+02 -1.0 4.40e+03 - 6.93e-03 1.09e-03f 1
202 -6.0143612e+03 5.07e+02 3.62e+02 -1.0 4.37e+03 - 3.06e-03 4.38e-03f 1
203 -6.0094235e+03 5.05e+02 3.65e+02 -1.0 4.33e+03 - 5.41e-03 3.45e-03f 1
204 -6.0057986e+03 5.04e+02 3.68e+02 -1.0 4.28e+03 - 4.91e-03 2.60e-03f 1
205 -5.9983395e+03 5.01e+02 3.64e+02 -1.0 4.25e+03 - 4.45e-03 5.44e-03f 1
206 -5.9933611e+03 4.99e+02 3.64e+02 -1.0 4.19e+03 - 4.54e-03 3.77e-03f 1
207 -5.9886077e+03 4.97e+02 3.63e+02 -1.0 4.14e+03 - 3.88e-03 3.68e-03f 1
208 -5.9844401e+03 4.95e+02 3.62e+02 -1.0 4.10e+03 - 3.46e-03 3.29e-03f 1
209 -5.9796994e+03 4.94e+02 3.59e+02 -1.0 4.06e+03 - 2.80e-03 3.80e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
210 -5.9704286e+03 4.90e+02 3.52e+02 -1.0 4.03e+03 - 4.01e-03 7.61e-03f 1
211 -5.9586033e+03 4.85e+02 3.46e+02 -1.0 3.97e+03 - 8.18e-03 1.01e-02f 1
212 -5.9436086e+03 4.78e+02 3.46e+02 -1.0 3.88e+03 - 1.80e-02 1.34e-02f 1
213 -5.9353654e+03 4.74e+02 3.51e+02 -1.0 3.77e+03 - 1.73e-02 8.10e-03f 1
214 -5.9215433e+03 4.67e+02 3.40e+02 -1.0 3.70e+03 - 5.69e-03 1.44e-02f 1
215 -5.8997103e+03 4.55e+02 3.30e+02 -1.0 3.61e+03 - 2.34e-02 2.53e-02f 1
216 -5.8819822e+03 4.44e+02 3.41e+02 -1.0 3.47e+03 - 6.79e-02 2.45e-02f 1
217 -5.8800788e+03 4.42e+02 3.41e+02 -1.0 3.39e+03 - 4.98e-03 3.09e-03h 1
218 -5.8757763e+03 4.39e+02 3.38e+02 -1.0 3.38e+03 - 4.86e-03 7.12e-03h 1
219 -5.8756605e+03 4.39e+02 2.36e+03 -1.0 3.36e+03 - 9.33e-03 2.01e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
220r-5.8756605e+03 4.39e+02 1.00e+03 2.4 0.00e+00 - 0.00e+00 4.63e-07R 5
221r-5.8760112e+03 4.62e+02 1.00e+03 2.4 1.27e+04 - 5.95e-04 9.33e-04f 1
222r-5.8786793e+03 5.09e+02 1.00e+03 1.0 1.14e+04 - 2.30e-02 7.32e-03f 1
223 -5.8786916e+03 5.09e+02 3.72e+02 -1.0 3.86e+03 - 1.05e-01 3.01e-04h 1
224 -5.8786801e+03 5.09e+02 5.71e+02 -1.0 1.48e+04 - 3.05e-05 1.99e-05h 1
225 -5.8785759e+03 5.09e+02 4.60e+02 -1.0 2.00e+04 - 2.48e-05 1.77e-04h 1
226 -5.8772613e+03 5.07e+02 1.01e+04 -1.0 2.00e+04 - 2.83e-04 2.26e-03h 1
227 -5.8763856e+03 5.07e+02 9.98e+03 -1.0 1.95e+04 - 1.70e-03 1.62e-03h 1
228 -5.8763729e+03 5.06e+02 9.93e+03 -1.0 1.91e+04 - 1.62e-04 2.29e-05h 1
229 -5.8763055e+03 5.06e+02 9.95e+03 -1.0 1.91e+04 - 3.56e-05 1.08e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
230 -5.8761338e+03 5.06e+02 9.96e+03 -1.0 1.91e+04 - 2.57e-04 2.78e-04h 1
231r-5.8761338e+03 5.06e+02 1.00e+03 2.3 0.00e+00 - 0.00e+00 2.87e-07R 6
232r-5.8767032e+03 5.37e+02 9.97e+02 2.3 1.07e+04 - 6.30e-03 2.05e-03f 1
233r-5.8795601e+03 6.13e+02 9.83e+02 1.6 6.36e+03 - 2.41e-02 1.36e-02f 1
234 -5.8797865e+03 6.13e+02 2.46e+02 -1.0 4.07e+03 - 1.60e-01 6.94e-04h 1
235 -5.8797449e+03 6.12e+02 1.04e+03 -1.0 1.33e+04 - 9.77e-04 2.31e-04h 1
236 -5.8794396e+03 6.11e+02 6.46e+02 -1.0 1.35e+04 - 1.17e-03 1.72e-03h 1
237 -5.8790408e+03 6.10e+02 8.52e+02 -1.0 1.34e+04 - 2.78e-03 2.18e-03h 1
238 -5.8790212e+03 6.10e+02 1.15e+03 -1.0 1.33e+04 - 7.43e-04 8.02e-05h 1
239 -5.8787788e+03 6.09e+02 8.58e+02 -1.0 1.33e+04 - 2.56e-04 9.45e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
240 -5.8783264e+03 6.08e+02 8.49e+02 -1.0 1.32e+04 - 1.68e-03 1.77e-03h 1
241 -5.8782886e+03 6.08e+02 8.73e+02 -1.0 1.31e+04 - 6.20e-04 1.16e-04h 1
242 -5.8778634e+03 6.07e+02 8.29e+02 -1.0 1.31e+04 - 3.34e-04 1.29e-03f 1
243 -5.8775121e+03 6.07e+02 8.63e+02 -1.0 1.30e+04 - 2.05e-03 1.09e-03h 1
244 -5.8774354e+03 6.07e+02 8.70e+02 -1.0 1.29e+04 - 5.01e-04 1.90e-04h 1
245 -5.8771337e+03 6.06e+02 8.64e+02 -1.0 1.29e+04 - 4.47e-04 7.30e-04h 1
246 -5.8769709e+03 6.06e+02 8.71e+02 -1.0 1.29e+04 - 7.41e-04 3.35e-04h 1
247 -5.8766133e+03 6.06e+02 8.68e+02 -1.0 1.28e+04 - 5.43e-04 6.91e-04h 1
248 -5.8763451e+03 6.05e+02 8.72e+02 -1.0 1.28e+04 - 9.20e-04 4.97e-04h 1
249 -5.8759231e+03 6.05e+02 8.71e+02 -1.0 1.28e+04 - 6.51e-04 7.67e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
250 -5.8755174e+03 6.04e+02 8.71e+02 -1.0 1.27e+04 - 8.88e-04 7.01e-04f 1
251 -5.8751364e+03 6.04e+02 8.72e+02 -1.0 1.27e+04 - 9.75e-04 6.35e-04f 1
252 -5.8746438e+03 6.04e+02 8.72e+02 -1.0 1.27e+04 - 7.27e-04 7.96e-04f 1
253 -5.8741173e+03 6.03e+02 8.71e+02 -1.0 1.26e+04 - 1.05e-03 8.20e-04f 1
254 -5.8735036e+03 6.02e+02 8.70e+02 -1.0 1.26e+04 - 1.00e-03 9.15e-04f 1
255 -5.8728504e+03 6.02e+02 8.69e+02 -1.0 1.25e+04 - 1.04e-03 9.36e-04f 1
256 -5.8721549e+03 6.01e+02 8.68e+02 -1.0 1.24e+04 - 1.06e-03 9.57e-04f 1
257 -5.8714183e+03 6.01e+02 8.66e+02 -1.0 1.24e+04 - 1.09e-03 9.73e-04f 1
258 -5.8706317e+03 6.00e+02 8.65e+02 -1.0 1.23e+04 - 1.14e-03 9.98e-04f 1
259 -5.8697857e+03 6.00e+02 8.63e+02 -1.0 1.23e+04 - 1.20e-03 1.03e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
260 -5.8691994e+03 5.99e+02 8.57e+02 -1.0 1.22e+04 - 1.28e-03 6.78e-04f 1
261 -5.8689556e+03 5.99e+02 8.55e+02 -1.0 1.22e+04 - 4.76e-04 2.58e-04h 1
262 -5.8673841e+03 5.98e+02 1.11e+03 -1.0 1.24e+04 - 3.18e-04 1.65e-03f 1
263 -5.8665276e+03 5.97e+02 8.58e+02 -1.0 1.23e+04 - 1.61e-03 8.83e-04f 1
264 -5.8650980e+03 5.97e+02 8.56e+02 -1.0 1.22e+04 - 1.51e-03 1.39e-03f 1
265 -5.8636683e+03 5.96e+02 8.53e+02 -1.0 1.21e+04 - 1.48e-03 1.32e-03f 1
266 -5.8619198e+03 5.95e+02 8.53e+02 -1.0 1.20e+04 - 1.43e-03 1.53e-03f 1
267 -5.8601584e+03 5.94e+02 8.50e+02 -1.0 1.20e+04 - 1.55e-03 1.45e-03f 1
268 -5.8579833e+03 5.93e+02 8.51e+02 -1.0 1.19e+04 - 1.51e-03 1.69e-03f 1
269 -5.8557615e+03 5.92e+02 8.51e+02 -1.0 1.18e+04 - 1.53e-03 1.64e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
270 -5.8532701e+03 5.91e+02 8.52e+02 -1.0 1.17e+04 - 1.55e-03 1.76e-03f 1
271 -5.8504956e+03 5.90e+02 8.54e+02 -1.0 1.16e+04 - 1.61e-03 1.89e-03f 1
272 -5.8474897e+03 5.89e+02 8.58e+02 -1.0 1.15e+04 - 1.50e-03 1.98e-03f 1
273 -5.8442846e+03 5.87e+02 8.65e+02 -1.0 1.14e+04 - 1.41e-03 2.08e-03f 1
274 -5.8411430e+03 5.86e+02 8.72e+02 -1.0 1.13e+04 - 1.27e-03 1.99e-03f 1
275 -5.8377763e+03 5.85e+02 8.77e+02 -1.0 1.12e+04 - 1.53e-03 2.10e-03f 1
276 -5.8342374e+03 5.84e+02 8.84e+02 -1.0 1.11e+04 - 1.43e-03 2.17e-03f 1
277 -5.8311700e+03 5.83e+02 8.89e+02 -1.0 1.10e+04 - 1.27e-03 1.85e-03f 1
278 -5.8300940e+03 5.82e+02 8.81e+02 -1.0 1.09e+04 - 1.32e-03 6.41e-04f 1
279 -5.8245752e+03 5.80e+02 9.02e+02 -1.0 1.09e+04 - 1.24e-03 3.23e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
280 -5.8211486e+03 5.79e+02 9.10e+02 -1.0 1.08e+04 - 1.14e-03 2.01e-03f 1
281 -5.8177171e+03 5.78e+02 9.18e+02 -1.0 1.07e+04 - 1.21e-03 1.99e-03f 1
282 -5.8137655e+03 5.77e+02 9.30e+02 -1.0 1.06e+04 - 1.08e-03 2.27e-03f 1
283 -5.8104860e+03 5.76e+02 9.37e+02 -1.0 1.05e+04 - 1.06e-03 1.87e-03f 1
284 -5.8080763e+03 5.75e+02 9.39e+02 -1.0 1.05e+04 - 1.14e-03 1.36e-03f 1
285 -5.8053389e+03 5.74e+02 9.43e+02 -1.0 1.04e+04 - 1.05e-03 1.54e-03f 1
286 -5.8010955e+03 5.73e+02 9.55e+02 -1.0 1.04e+04 - 1.08e-03 2.37e-03f 1
287 -5.7971790e+03 5.71e+02 9.66e+02 -1.0 1.03e+04 - 1.03e-03 2.19e-03f 1
288 -5.7933834e+03 5.70e+02 9.77e+02 -1.0 1.02e+04 - 8.65e-04 2.13e-03f 1
289 -5.7911562e+03 5.69e+02 9.80e+02 -1.0 1.01e+04 - 9.18e-04 1.26e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
290 -5.7872623e+03 5.68e+02 9.89e+02 -1.0 1.01e+04 - 1.08e-03 2.21e-03f 1
291 -5.7839407e+03 5.67e+02 9.99e+02 -1.0 1.00e+04 - 7.90e-04 1.89e-03f 1
292 -5.7811544e+03 5.66e+02 9.96e+02 -1.0 9.95e+03 - 1.77e-03 1.62e-03f 1
293 -5.7767531e+03 5.65e+02 1.01e+03 -1.0 9.90e+03 - 5.96e-04 2.53e-03f 1
294 -5.7749602e+03 5.64e+02 1.02e+03 -1.0 9.82e+03 - 6.92e-04 1.03e-03f 1
295 -5.7701117e+03 5.62e+02 1.03e+03 -1.0 9.79e+03 - 1.11e-03 2.82e-03f 1
296 -5.7686589e+03 5.62e+02 1.03e+03 -1.0 9.71e+03 - 6.27e-04 8.47e-04f 1
297 -5.7636054e+03 5.60e+02 1.05e+03 -1.0 9.68e+03 - 9.11e-04 2.97e-03f 1
298 -5.7626891e+03 5.60e+02 1.05e+03 -1.0 9.60e+03 - 5.45e-04 5.40e-04f 1
299 -5.7585201e+03 5.59e+02 1.06e+03 -1.0 9.58e+03 - 6.31e-04 2.47e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
300 -5.7535606e+03 5.57e+02 1.02e+03 -1.0 9.51e+03 - 7.53e-03 3.04e-03f 1
301 -5.7462710e+03 5.54e+02 1.05e+03 -1.0 9.42e+03 - 2.66e-04 4.44e-03f 1
302 -5.7443379e+03 5.54e+02 1.04e+03 -1.0 9.30e+03 - 1.70e-03 1.24e-03f 1
303 -5.7366770e+03 5.51e+02 1.08e+03 -1.0 9.27e+03 - 4.21e-04 4.80e-03f 1
304 -5.7340967e+03 5.50e+02 1.06e+03 -1.0 9.14e+03 - 3.70e-03 1.72e-03f 1
305 -5.7241365e+03 5.46e+02 1.10e+03 -1.0 9.10e+03 - 2.84e-04 6.45e-03f 1
306 -5.7237312e+03 5.46e+02 1.10e+03 -1.0 8.94e+03 - 5.31e-04 2.75e-04h 1
307 -5.7131757e+03 5.42e+02 1.15e+03 -1.0 8.93e+03 - 3.18e-04 7.06e-03f 1
308 -5.7128703e+03 5.42e+02 1.14e+03 -1.0 8.76e+03 - 6.47e-04 2.16e-04h 1
309 -5.6943221e+03 5.35e+02 1.23e+03 -1.0 8.76e+03 - 2.35e-04 1.28e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
310 -5.6925722e+03 5.34e+02 1.18e+03 -1.0 8.47e+03 - 7.28e-03 1.39e-03f 1
311 -5.6748258e+03 5.27e+02 1.26e+03 -1.0 8.44e+03 - 1.57e-04 1.35e-02f 1
312 -5.6720628e+03 5.26e+02 1.19e+03 -1.0 8.16e+03 - 1.25e-02 2.40e-03f 1
313 -5.6679111e+03 5.24e+02 1.21e+03 -1.0 8.11e+03 - 1.49e-04 3.48e-03f 1
314 -5.6666514e+03 5.23e+02 1.21e+03 -1.0 8.04e+03 - 7.12e-04 1.05e-03f 1
315 -5.6484702e+03 5.15e+02 1.28e+03 -1.0 8.02e+03 - 9.35e-04 1.52e-02f 1
316 -5.6481131e+03 5.15e+02 1.27e+03 -1.0 7.75e+03 - 1.36e-03 3.37e-04h 1
317 -5.6365411e+03 5.09e+02 1.32e+03 -1.0 7.74e+03 - 1.59e-04 1.05e-02f 1
318 -5.6255942e+03 5.04e+02 1.26e+03 -1.0 7.56e+03 - 1.97e-02 1.08e-02f 1
319 -5.6239971e+03 5.03e+02 1.26e+03 -1.0 7.38e+03 - 9.65e-04 1.71e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
320 -5.6237005e+03 5.03e+02 1.26e+03 -1.0 7.36e+03 - 3.20e-04 3.06e-04h 1
321 -5.6117840e+03 4.97e+02 1.30e+03 -1.0 7.35e+03 - 3.34e-04 1.23e-02f 1
322 -5.6111982e+03 4.96e+02 1.17e+03 -1.0 7.16e+03 - 2.70e-02 6.63e-04f 1
323 -5.5978086e+03 4.89e+02 1.22e+03 -1.0 7.15e+03 - 1.08e-03 1.51e-02f 1
324 -5.5972832e+03 4.88e+02 1.22e+03 -1.0 6.93e+03 - 1.06e-03 6.51e-04h 1
325 -5.5935684e+03 4.86e+02 1.23e+03 -1.0 6.92e+03 - 3.11e-04 4.46e-03f 1
326 -5.5681415e+03 4.70e+02 1.24e+03 -1.0 6.86e+03 - 2.23e-02 3.15e-02f 1
327 -5.5555652e+03 4.61e+02 1.26e+03 -1.0 6.45e+03 - 7.72e-03 1.91e-02f 1
328 -5.5452670e+03 4.53e+02 1.24e+03 -1.0 6.23e+03 - 1.74e-02 1.76e-02f 1
329 -5.5368126e+03 4.46e+02 1.18e+03 -1.0 6.03e+03 - 2.75e-02 1.60e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
330 -5.5218169e+03 4.31e+02 1.08e+03 -1.0 5.87e+03 - 5.01e-02 3.09e-02f 1
331 -5.5036133e+03 4.12e+02 9.00e+02 -1.0 5.57e+03 - 1.40e-01 4.45e-02f 1
332 -5.4939830e+03 3.99e+02 1.05e+03 -1.0 5.18e+03 - 1.28e-01 2.96e-02f 1
333 -5.4642325e+03 3.55e+02 1.08e+03 -1.0 4.94e+03 - 1.99e-01 1.06e-01f 1
334 -5.4449271e+03 3.13e+02 8.65e+02 -1.0 4.20e+03 - 1.69e-03 1.14e-01f 1
335 -5.4449310e+03 3.13e+02 1.22e+04 -1.0 3.14e+03 0.0 5.10e-03 2.26e-04h 1
336 -5.4448562e+03 3.12e+02 1.56e+04 -1.0 3.56e+03 -0.5 6.42e-03 2.70e-03h 1
337 -5.4445207e+03 3.11e+02 1.67e+04 -1.0 3.55e+03 -1.0 8.31e-03 4.32e-03h 1
338 -5.4439694e+03 3.08e+02 1.73e+04 -1.0 3.53e+03 -1.4 1.63e-02 6.64e-03f 1
339 -5.4439712e+03 3.08e+02 1.75e+04 -1.0 4.71e+03 -1.9 1.98e-02 3.39e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
340 -5.4384687e+03 2.92e+02 1.68e+04 -1.0 3.50e+03 -2.4 3.61e-02 5.37e-02f 1
341 -5.4333607e+03 2.71e+02 1.51e+04 -1.0 3.27e+03 -2.9 9.15e-02 7.02e-02f 1
342 -5.4288455e+03 2.44e+02 1.33e+04 -1.0 2.99e+03 -3.3 1.14e-01 9.69e-02f 1
343 -5.4249258e+03 2.09e+02 1.25e+04 -1.0 2.64e+03 -3.8 8.55e-02 1.40e-01f 1
344 -5.4248534e+03 2.08e+02 1.35e+04 -1.0 2.35e+03 -1.6 4.43e-02 5.10e-03h 1
345 -5.4247400e+03 2.07e+02 1.31e+04 -1.0 2.35e+03 -2.1 8.23e-02 6.91e-03f 1
346 -5.4230157e+03 1.73e+02 1.08e+04 -1.0 2.34e+03 -2.5 1.73e-01 1.60e-01f 1
347 -5.4239610e+03 1.52e+02 8.12e+03 -1.0 2.05e+03 -3.0 2.17e-01 1.23e-01f 1
348 -5.4258109e+03 9.42e+01 5.47e+03 -1.0 1.86e+03 -3.5 3.40e-01 3.69e-01f 1
349 -5.4259658e+03 9.33e+01 4.76e+03 -1.0 1.21e+03 -2.2 2.46e-01 9.71e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
350 -5.4311628e+03 6.24e+01 2.56e+03 -1.0 1.21e+03 -2.6 4.40e-01 3.28e-01f 1
351 -5.4377093e+03 1.86e+01 1.30e+03 -1.0 8.49e+02 -3.1 5.77e-01 6.92e-01f 1
352 -5.4333098e+03 1.64e+00 8.07e+02 -1.0 2.94e+02 -3.6 6.32e-01 1.00e+00f 1
353 -5.4255552e+03 2.91e+01 6.09e+02 -1.0 3.95e+02 - 2.55e-01 4.54e-01f 1
354 -5.4118536e+03 1.52e+01 3.79e+02 -1.0 3.28e+02 - 3.89e-01 7.38e-01f 1
355 -5.3652919e+03 8.99e+00 2.00e+02 -1.0 1.58e+02 -4.1 4.81e-01 1.00e+00f 1
356 -5.2611977e+03 3.41e+01 2.86e+02 -1.0 3.10e+02 - 1.65e-01 1.00e+00f 1
357 -5.2371719e+03 1.33e+01 1.10e+02 -1.0 2.50e+02 - 5.56e-01 6.16e-01f 1
358 -5.1532875e+03 1.30e+01 3.42e+01 -1.0 4.28e+02 - 5.39e-01 9.88e-01f 1
359 -5.1273587e+03 1.04e+01 1.91e+01 -1.0 4.87e+02 - 4.42e-01 4.04e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
360 -5.0654025e+03 6.02e+01 9.12e+00 -1.0 6.66e+02 - 5.23e-01 8.99e-01f 1
361 -5.0378523e+03 2.58e+01 4.61e+00 -1.0 9.59e+02 - 5.35e-01 5.87e-01f 1
362 -4.9980553e+03 4.24e+01 3.66e+00 -1.0 1.22e+03 - 5.29e-01 8.87e-01f 1
363 -4.9755618e+03 6.83e+01 2.03e+00 -1.0 1.60e+03 - 5.35e-01 1.00e+00f 1
364 -4.9637425e+03 9.78e+01 1.05e+00 -1.0 2.67e+03 - 5.50e-01 1.00e+00f 1
365 -4.9557520e+03 1.62e+02 4.39e-01 -1.0 3.80e+03 - 6.01e-01 1.00e+00f 1
366 -4.9478808e+03 1.23e+02 1.82e-01 -1.0 5.37e+03 - 5.87e-01 8.70e-01f 1
367 -4.9393160e+03 2.22e+02 1.96e-01 -1.0 7.43e+03 - 6.88e-01 1.00e+00f 1
368 -4.9386020e+03 2.02e+02 3.08e-01 -1.0 1.07e+04 - 2.41e-01 1.16e-01f 1
369 -4.9313518e+03 2.76e+02 1.53e-01 -1.0 1.14e+04 - 6.92e-01 1.00e+00f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
370 -4.9276189e+03 3.62e+02 4.83e-01 -1.0 1.59e+04 - 7.21e-01 1.00e+00f 1
371 -4.9237465e+03 4.65e+02 2.44e-01 -1.0 2.65e+04 - 6.15e-01 1.00e+00f 1
372 -4.9228140e+03 4.17e+02 1.55e-01 -1.0 3.05e+04 - 6.72e-01 7.17e-01f 1
373 -4.9213940e+03 4.48e+02 1.46e-01 -1.0 3.09e+04 - 6.72e-01 5.50e-01f 1
374 -4.9198882e+03 5.33e+02 1.48e-01 -1.0 3.72e+04 - 6.88e-01 6.44e-01f 1
375 -4.9186424e+03 5.86e+02 1.25e-01 -1.0 4.84e+04 - 6.55e-01 6.01e-01f 1
376 -4.9185430e+03 5.46e+02 3.44e-01 -1.0 7.97e+06 - 1.52e-01 1.53e-01F 1
377 -4.9175529e+03 6.31e+02 5.18e-01 -1.0 6.16e+04 - 4.05e-01 6.66e-01f 1
378 -4.9171678e+03 1.66e+01 1.11e+01 -1.0 3.09e+03 -4.5 2.00e-01 1.00e+00h 1
379 -4.9171686e+03 1.50e+00 2.27e-01 -1.0 3.21e+01 -4.1 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
380 -4.9172028e+03 4.03e-01 8.41e-02 -1.0 2.16e+01 -4.6 1.00e+00 1.00e+00h 1
381 -4.9045127e+03 9.22e-02 2.57e-01 -1.7 1.36e+02 -5.1 1.00e+00 1.00e+00f 1
382 -4.8164832e+03 4.21e+01 4.80e+01 -2.5 2.17e+04 - 5.30e-01 1.00e+00f 1
383 -4.8255379e+03 5.14e+01 3.44e+01 -2.5 4.21e+04 - 2.83e-01 4.40e-01H 1
384 -4.8291003e+03 3.96e+01 2.97e+01 -2.5 5.43e+04 - 1.37e-01 3.82e-01h 2
385 -4.8389298e+03 8.27e-01 1.05e-02 -2.5 1.98e+02 -5.6 1.00e+00 1.00e+00h 1
386 -4.8388943e+03 5.41e-02 2.00e-03 -2.5 5.60e+01 -6.0 1.00e+00 1.00e+00h 1
387 -4.8385934e+03 2.76e-01 1.28e-04 -2.5 7.98e+01 -6.5 1.00e+00 1.00e+00h 1
388 -4.8381272e+03 5.55e-01 3.49e-04 -2.5 1.51e+02 -7.0 1.00e+00 1.00e+00h 1
389 -4.8376490e+03 3.50e+02 5.98e-03 -2.5 3.17e+05 - 1.55e-01 1.01e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
390 -4.8376136e+03 7.97e+02 5.63e-03 -2.5 5.11e+06 - 1.69e-02 1.02e-02h 1
391 -4.8370304e+03 7.37e+02 2.18e-02 -2.5 1.90e+05 - 5.23e-01 1.38e-01h 3
392 -4.8366308e+03 6.71e+02 2.25e-02 -2.5 1.92e+05 - 2.52e-01 1.21e-01h 3
393 -4.8363435e+03 1.09e+01 3.78e-02 -2.5 3.82e+03 -7.5 1.00e+00 1.00e+00h 1
394 -4.8353927e+03 1.76e+01 2.44e-02 -2.5 5.44e+04 - 3.15e-01 4.18e-01H 1
395 -4.8344163e+03 1.65e+01 1.18e-02 -2.5 6.13e+04 - 1.00e+00 9.21e-01H 1
396 -4.8342142e+03 1.99e+01 2.97e-03 -2.5 1.12e+05 - 1.00e+00 9.74e-01H 1
397 -4.8341361e+03 1.71e+02 3.90e-03 -2.5 9.18e+04 - 1.00e+00 7.88e-01h 1
398 -4.8341202e+03 4.17e+01 9.05e-04 -2.5 1.51e+04 - 1.00e+00 1.00e+00h 1
399 -4.8341149e+03 3.45e+00 3.89e-04 -2.5 3.25e+03 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
400 -4.8341104e+03 1.66e-02 7.40e-06 -2.5 4.66e+02 - 1.00e+00 1.00e+00h 1
401 -4.8294861e+03 9.93e+01 4.00e+00 -3.8 4.96e+04 - 7.49e-01 1.00e+00f 1
402 -4.8287459e+03 1.79e+02 3.74e-01 -3.8 8.79e+04 - 9.04e-01 1.00e+00h 1
403 -4.8285610e+03 1.16e+02 6.24e-04 -3.8 7.36e+04 - 1.00e+00 1.00e+00h 1
404 -4.8285818e+03 2.46e+00 4.30e-05 -3.8 1.10e+03 - 1.00e+00 1.00e+00h 1
405 -4.8285826e+03 4.33e-02 2.59e-06 -3.8 3.08e+02 - 1.00e+00 1.00e+00h 1
406 -4.8285826e+03 1.17e-05 1.57e-09 -3.8 2.33e+00 - 1.00e+00 1.00e+00h 1
407 -4.8283215e+03 2.29e+01 1.28e-01 -5.7 5.14e+04 - 8.39e-01 6.76e-01f 1
408 -4.8282819e+03 1.69e+01 9.68e-02 -5.7 2.69e+04 - 5.28e-01 3.24e-01h 1
409 -4.8282583e+03 1.20e+01 6.75e-02 -5.7 1.87e+04 - 5.00e-01 3.37e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
410 -4.8282397e+03 7.11e+00 3.80e-02 -5.7 1.24e+04 - 6.14e-01 4.57e-01h 1
411 -4.8282238e+03 1.93e+00 7.99e-03 -5.7 6.55e+03 - 9.16e-01 7.99e-01h 1
412 -4.8282221e+03 5.83e-01 4.81e-04 -5.7 1.00e+03 - 1.00e+00 9.60e-01h 1
413 -4.8282224e+03 2.61e-02 4.19e-06 -5.7 1.56e+02 - 1.00e+00 1.00e+00h 1
414 -4.8282225e+03 2.54e-04 1.74e-07 -5.7 6.48e+00 - 1.00e+00 1.00e+00h 1
415 -4.8282225e+03 9.42e-08 7.65e-11 -5.7 1.72e-01 - 1.00e+00 1.00e+00h 1
416 -4.8282200e+03 1.09e-01 7.80e-04 -8.3 7.96e+02 - 8.73e-01 7.61e-01f 1
417 -4.8282194e+03 4.76e-03 2.24e-03 -8.3 1.06e+01 -7.9 5.83e-01 1.00e+00h 1
418 -4.8282193e+03 8.64e-03 1.88e-04 -8.3 2.20e+01 -8.4 8.60e-01 9.02e-01h 1
419 -4.8282193e+03 6.41e-03 1.26e-03 -8.3 5.58e+01 -8.9 1.00e+00 5.14e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
420 -4.8282193e+03 6.33e-03 3.37e-03 -8.3 7.80e+03 - 9.06e-01 1.22e-02h 1
421 -4.8282193e+03 1.01e-02 2.79e-04 -8.3 3.93e+01 - 1.00e+00 9.23e-01h 1
422 -4.8282193e+03 1.35e-04 5.06e-07 -8.3 2.59e+00 - 1.00e+00 1.00e+00h 1
423 -4.8282193e+03 9.70e-06 3.36e-09 -8.3 3.11e-01 - 1.00e+00 1.00e+00h 1
424 -4.8282193e+03 3.30e-10 4.36e-10 -8.3 1.66e-03 -7.6 1.00e+00 1.00e+00h 1
Number of Iterations....: 424
(scaled) (unscaled)
Objective...............: 4.8282192652050981e+03 -4.8282192652050981e+03
Dual infeasibility......: 4.3627260181214322e-10 4.3627260181214322e-10
Constraint violation....: 3.2954972084553447e-10 3.2954972084553447e-10
Variable bound violation: 0.0000000000000000e+00 0.0000000000000000e+00
Complementarity.........: 4.5459053638702880e-09 4.5459053638702880e-09
Overall NLP error.......: 4.5459053638702880e-09 4.5459053638702880e-09
Number of objective function evaluations = 533
Number of objective gradient evaluations = 417
Number of equality constraint evaluations = 533
Number of inequality constraint evaluations = 533
Number of equality constraint Jacobian evaluations = 434
Number of inequality constraint Jacobian evaluations = 434
Number of Lagrangian Hessian evaluations = 424
Total seconds in IPOPT = 30.601
EXIT: Optimal Solution Found.Totals and comparision with DICE/DICE 12 region
Show code
plot_attributes = Dict(
"1_regions" => (label="DICE", linestyle=:solid, colour=:red3, linewidth=:2),
"12_regions" => (label="DICE 12 EQ REG", linestyle=:dash, colour=:green3, linewidth=:2),
"rice" => (label="RICE 12 REG", linestyle=:dot, colour=:blue3, linewidth=:2)
)Emissions
Show code
p = plot(times[1:11] ,results["1_regions"].ECO2[1:11],ylim=(0,100), title="CO₂ emissions",ylabel="GtCO₂/yr";plot_attributes["1_regions"]...);
plot!(times[1:11] ,results["12_regions"].ECO2[1:11];plot_attributes["12_regions"]...);
plot!(times[1:11] ,rice_eq.ECO2[1:11];plot_attributes["rice"]...)
Temperatures
Show code
p = plot(times[1:11] ,results["1_regions"].TATM[1:11],ylim=(0.0,4.0), title="Global Temperatures",ylabel="°C from 1765";plot_attributes["1_regions"]...);
plot!(times[1:11] ,results["12_regions"].TATM[1:11];plot_attributes["12_regions"]...);
plot!(times[1:11] ,rice_eq.TATM[1:11];plot_attributes["rice"]...)
Mean control rate
Show code
p = plot(times[1:11] ,results["1_regions"].MIU[1:11] .* 100,ylim=(0.0,100), title="Emission control rate",ylabel="%";plot_attributes["1_regions"]...);
plot!(times[1:11] ,results["12_regions"].MIU[1:11] .* 100;plot_attributes["12_regions"]...);
plot!(times[1:11] ,rice_eq.MIU[1:11] .* 100;plot_attributes["rice"]...)
Regional Variance
Emissions
Show code
plot_attributes = Dict(
regions[1] => (label=regions[1], linestyle=:solid, colour=:navy, linewidth=:2, fillalpha=0.8),
regions[2] => (label=regions[2], linestyle=:dash, colour=:navy, linewidth=:2, fillalpha=0.5),
regions[3] => (label=regions[3], linestyle=:dashdot, colour=:navy, linewidth=:2, fillalpha=0.3),
regions[4] => (label=regions[4], linestyle=:solid, colour=:chocolate2, linewidth=:2, fillalpha=0.8),
regions[5] => (label=regions[5], linestyle=:dash, colour=:chocolate2, linewidth=:2, fillalpha=0.5),
regions[6] => (label=regions[6], linestyle=:dashdot, colour=:chocolate2, linewidth=:2, fillalpha=0.3),
regions[7] => (label=regions[7], linestyle=:solid, colour=:red4, linewidth=:2, fillalpha=0.8),
regions[8] => (label=regions[8], linestyle=:dash, colour=:red4, linewidth=:2, fillalpha=0.5),
regions[9] => (label=regions[9], linestyle=:dashdot, colour=:red4, linewidth=:2, fillalpha=0.3),
regions[10] => (label=regions[10], linestyle=:solid, colour=:darkgreen, linewidth=:2, fillalpha=0.8),
regions[11] => (label=regions[11], linestyle=:dash, colour=:darkgreen, linewidth=:2, fillalpha=0.5),
regions[12] => (label=regions[12], linestyle=:dashdot, colour=:darkgreen, linewidth=:2, fillalpha=0.3),
)
plot_colours = hcat([plot_attributes[regions[i]].colour for i in 1:nreg]...)
plot_alphas = hcat([plot_attributes[regions[i]].fillalpha for i in 1:nreg]...)
plot_rnames = hcat([plot_attributes[regions[i]].label for i in 1:nreg]...)Emmissions
Show code
p = areaplot(times[1:11], 100 .* rice_eq.ECO2_R[1:11,:] ./ sum(rice_eq.ECO2_R[1:11,:],dims=2), title= "Share of CO₂eq emissions", ylabel="%", seriescolor = plot_colours, fillalpha = plot_alphas, label = plot_rnames)
Control rates
Show code
p = plot();
for(i,s) in enumerate(regions)
if i == 1
global p = plot(times[1:11] ,rice_eq.MIU_R[1:11,i] .* 100,ylim=(0.0,100), title="Emission control rate",ylabel="%";plot_attributes[s]...);
else
plot!(times[1:11] ,rice_eq.MIU_R[1:11,i] .* 100;plot_attributes[s]...)
end
end
Welfare analysis (weights distribution)
Finally, we complement the default RICE213 output, that runs on equal welfare weights, with a couple of runs when we "favour" developed countries (giving them a higher weighth) or, at the opposite, less developed ones:
Show code
w_rich = [5,4,3,3,1,1,3,2,2,1,1.5,1]
w_poor = [1,1,1,1.5,2,2,3,3,2,5,5,5]
rice_rich = run_dice(RICE2023(;weights=w_rich))
rice_poor = run_dice(RICE2023(;weights=w_poor))
rice_wanalysis = [rice_rich, rice_eq, rice_poor]
ncols = 4
nrows = 3
plot_attributes = Dict(
"rich" => (label="Pref to developed countries", linestyle=:solid, colour=:red3, linewidth=:2),
"eq" => (label="Equal preferences", linestyle=:dash, colour=:green3, linewidth=:2),
"poor" => (label="Pref to underdeveloped countries", linestyle=:dashdot, colour=:blue3, linewidth=:2)
)This is Ipopt version 3.14.17, running with linear solver MUMPS 5.7.3.
Number of nonzeros in equality constraint Jacobian...: 62541
Number of nonzeros in inequality constraint Jacobian.: 7173
Number of nonzeros in Lagrangian Hessian.............: 14641
Total number of variables............................: 19765
variables with only lower bounds: 10854
variables with lower and upper bounds: 2916
variables with only upper bounds: 0
Total number of equality constraints.................: 16905
Total number of inequality constraints...............: 5253
inequality constraints with only lower bounds: 3159
inequality constraints with lower and upper bounds: 0
inequality constraints with only upper bounds: 2094
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
0 0.0000000e+00 6.28e+03 1.00e+00 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0
1 5.1035330e+01 6.28e+03 5.30e+03 -1.0 5.12e+08 - 4.32e-08 2.38e-06f 1
2 5.4942639e+01 6.28e+03 5.36e+03 -1.0 1.29e+08 - 1.16e-06 7.43e-07f 1
3 8.9243755e+01 6.28e+03 7.83e+03 -1.0 1.01e+08 - 8.26e-07 8.40e-06f 1
4 8.9820871e+01 6.28e+03 7.76e+03 -1.0 1.34e+07 - 1.58e-06 1.36e-06f 3
5 8.8935549e+01 6.28e+03 7.67e+03 -1.0 9.83e+06 - 1.51e-06 1.51e-06s 5
6 8.5288330e+01 6.28e+03 7.51e+03 -1.0 3.89e+07 - 1.96e-06 1.96e-06s 5
7r 8.5288330e+01 6.28e+03 9.99e+02 3.8 0.00e+00 - 0.00e+00 0.00e+00R 1
8r 6.5221510e+01 6.25e+03 9.99e+02 3.8 3.72e+05 - 4.40e-06 2.23e-04f 1
9r-5.3513008e+02 5.54e+03 2.93e+03 1.7 3.72e+05 - 1.52e-01 6.65e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
10 -5.3271119e+02 5.54e+03 5.32e+00 -1.0 3.10e+05 - 3.45e-05 5.93e-04h 1
11 -5.3282224e+02 5.54e+03 5.47e+00 -1.0 1.49e+05 - 2.20e-04 4.04e-05h 1
12 -5.3320103e+02 5.54e+03 7.15e+00 -1.0 1.50e+05 - 3.54e-04 1.48e-04h 1
13 -5.3383804e+02 5.53e+03 9.99e+00 -1.0 1.41e+05 - 3.22e-04 2.62e-04h 1
14 -5.3479592e+02 5.53e+03 2.51e+01 -1.0 1.20e+05 - 2.92e-05 4.72e-04f 1
15 -5.3616493e+02 5.53e+03 2.18e+01 -1.0 8.42e+04 - 1.82e-04 4.79e-04f 1
16 -5.3621727e+02 5.53e+03 5.74e+01 -1.0 6.30e+04 - 2.81e-04 1.04e-05h 1
17 -5.3914345e+02 5.53e+03 2.01e+01 -1.0 6.47e+04 - 1.70e-04 5.53e-04f 1
18 -5.4992080e+02 5.52e+03 5.86e+01 -1.0 4.78e+04 - 4.44e-04 1.82e-03f 1
19 -5.6619293e+02 5.50e+03 6.91e+01 -1.0 4.84e+04 - 1.97e-03 2.31e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
20 -5.7201021e+02 5.50e+03 3.93e+01 -1.0 4.84e+04 - 2.00e-03 8.17e-04h 1
21 -5.7227045e+02 5.50e+03 5.13e+01 -1.0 3.15e+04 - 2.46e-04 3.65e-05h 1
22 -5.7414506e+02 5.50e+03 3.57e+01 -1.0 3.96e+04 - 1.89e-04 2.62e-04h 1
23 -5.7719429e+02 5.50e+03 4.36e+01 -1.0 3.80e+04 - 1.97e-04 4.23e-04f 1
24 -5.8044965e+02 5.49e+03 4.82e+01 -1.0 1.85e+04 - 3.36e-04 4.48e-04f 1
25 -6.1032254e+02 5.47e+03 1.80e+02 -1.0 1.16e+04 - 7.94e-04 4.14e-03h 1
26 -6.2455113e+02 5.46e+03 2.17e+02 -1.0 1.63e+04 - 1.13e-03 2.09e-03h 1
27 -6.3876863e+02 5.45e+03 2.62e+02 -1.0 1.96e+04 - 8.34e-04 2.12e-03h 1
28 -6.3931768e+02 5.45e+03 2.33e+02 -1.0 1.43e+04 - 7.35e-04 8.21e-05h 1
29 -6.4553206e+02 5.44e+03 2.58e+02 -1.0 1.49e+04 - 3.80e-04 9.26e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
30 -6.4560940e+02 5.44e+03 2.55e+02 -1.0 7.21e+03 - 2.67e-04 1.13e-05h 1
31r-6.4560940e+02 5.44e+03 9.99e+02 3.7 0.00e+00 - 0.00e+00 2.73e-07R 6
32r-2.0759358e+03 3.97e+03 9.99e+02 3.7 2.81e+06 - 2.95e-05 5.24e-04f 1
33 -2.0812112e+03 3.97e+03 5.95e+02 -1.0 3.69e+04 - 3.78e-03 1.02e-03h 1
34 -2.0838247e+03 3.97e+03 1.20e+03 -1.0 5.23e+04 - 7.16e-04 3.95e-04h 1
35 -2.0851728e+03 3.96e+03 9.82e+02 -1.0 1.94e+05 - 3.39e-06 1.55e-04h 1
36 -2.0863140e+03 3.96e+03 1.26e+03 -1.0 5.76e+05 - 1.01e-04 1.26e-04h 1
37 -2.0868877e+03 3.96e+03 6.93e+03 -1.0 5.63e+05 - 4.44e-04 6.13e-05h 2
38r-2.0868877e+03 3.96e+03 9.99e+02 3.6 0.00e+00 - 0.00e+00 4.61e-07R 8
39r-2.6143194e+03 3.43e+03 9.99e+02 3.6 3.75e+06 - 4.57e-04 1.41e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
40 -2.6146479e+03 3.43e+03 3.40e+02 -1.0 1.12e+04 - 1.97e-02 5.79e-05h 1
41 -2.6147674e+03 3.43e+03 6.42e+03 -1.0 3.80e+04 - 3.80e-04 2.00e-05h 1
42 -2.6168796e+03 3.43e+03 7.01e+02 -1.0 1.14e+05 - 3.77e-05 2.97e-04h 1
43 -2.6181355e+03 3.43e+03 6.04e+03 -1.0 1.13e+05 - 3.64e-04 1.74e-04h 1
44 -2.6206078e+03 3.43e+03 1.04e+04 -1.0 6.03e+04 - 4.94e-04 3.64e-04h 1
45 -2.6212310e+03 3.43e+03 4.88e+04 -1.0 6.63e+04 - 7.46e-04 9.66e-05h 1
46 -2.6230978e+03 3.43e+03 4.98e+04 -1.0 6.49e+04 - 3.41e-04 3.32e-04h 1
47 -2.6230223e+03 3.43e+03 6.64e+04 -1.0 1.03e+05 - 9.57e-05 4.06e-05h 1
48 -2.6219418e+03 3.43e+03 5.42e+04 -1.0 3.40e+05 - 4.18e-05 8.48e-05f 1
49 -2.6202591e+03 3.43e+03 5.53e+04 -1.0 5.04e+05 - 9.04e-05 8.65e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
50 -2.6169811e+03 3.43e+03 6.57e+04 -1.0 6.94e+05 - 1.67e-04 1.29e-04f 1
51 -2.6149789e+03 3.43e+03 1.01e+05 -1.0 8.16e+05 - 2.16e-04 7.66e-05f 2
52 -2.6124160e+03 3.43e+03 1.36e+05 -1.0 7.48e+05 - 2.58e-04 1.15e-04f 2
53 -2.6116217e+03 3.43e+03 1.86e+05 -1.0 5.94e+05 - 2.65e-04 4.94e-05f 4
54 -2.6110637e+03 3.43e+03 1.77e+05 -1.0 5.27e+05 - 2.81e-06 4.08e-05f 5
55 -2.6104620e+03 3.43e+03 1.67e+05 -1.0 4.84e+05 - 2.89e-06 4.97e-05f 5
56 -2.6021152e+03 3.42e+03 6.89e+04 -1.0 4.43e+05 - 3.61e-04 7.91e-04f 1
57 -2.6025243e+03 3.42e+03 5.22e+04 -1.0 1.33e+05 - 5.80e-04 6.59e-04f 1
58 -2.6025892e+03 3.42e+03 2.23e+05 -1.0 1.84e+05 - 9.24e-04 2.10e-05h 1
59 -2.6036392e+03 3.42e+03 3.50e+05 -1.0 1.84e+05 - 9.60e-04 2.93e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
60 -2.6058842e+03 3.42e+03 2.99e+05 -1.0 1.85e+05 - 3.95e-04 6.76e-04f 1
61 -2.6063945e+03 3.42e+03 3.27e+05 -1.0 1.71e+05 - 3.06e-04 1.44e-04f 1
62 -2.6073949e+03 3.42e+03 2.97e+05 -1.0 1.70e+05 - 1.16e-04 2.85e-04f 1
63 -2.6078281e+03 3.42e+03 2.79e+05 -1.0 2.17e+05 - 2.85e-05 1.25e-04f 1
64 -2.6079704e+03 3.42e+03 2.86e+05 -1.0 1.81e+05 - 8.14e-05 4.16e-05h 2
65 -2.6083325e+03 3.42e+03 2.85e+05 -1.0 1.82e+05 - 9.98e-05 1.07e-04f 1
66 -2.6086871e+03 3.42e+03 3.39e+05 -1.0 1.90e+05 - 3.51e-04 1.06e-04h 2
67 -2.6095041e+03 3.42e+03 2.86e+05 -1.0 1.97e+05 - 4.09e-05 2.52e-04f 1
68 -2.6097461e+03 3.42e+03 3.44e+05 -1.0 2.27e+05 - 2.75e-04 7.54e-05h 2
69 -2.6104007e+03 3.41e+03 3.20e+05 -1.0 2.43e+05 - 1.46e-04 2.18e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
70 -2.6108243e+03 3.41e+03 3.47e+05 -1.0 2.69e+05 - 2.23e-04 1.52e-04f 1
71 -2.6112040e+03 3.41e+03 3.39e+05 -1.0 2.68e+05 - 1.38e-04 1.57e-04f 1
72 -2.6112799e+03 3.41e+03 3.59e+05 -1.0 2.29e+05 - 8.65e-05 3.19e-05f 1
73 -2.6113698e+03 3.41e+03 3.63e+05 -1.0 2.92e+05 - 4.92e-05 3.78e-05f 1
74 -2.6114109e+03 3.41e+03 3.67e+05 -1.0 2.54e+05 - 3.04e-05 2.05e-05f 2
75 -2.6114614e+03 3.41e+03 4.24e+05 -1.0 2.83e+05 - 1.49e-04 2.84e-05f 2
76 -2.6116963e+03 3.41e+03 3.55e+05 -1.0 2.94e+05 - 4.35e-05 1.75e-04f 1
77 -2.6118861e+03 3.41e+03 3.69e+05 -1.0 3.12e+05 - 1.63e-04 1.38e-04f 1
78 -2.6119948e+03 3.41e+03 3.80e+05 -1.0 3.00e+05 - 8.73e-05 6.71e-05f 1
79 -2.6120552e+03 3.41e+03 3.98e+05 -1.0 3.11e+05 - 6.64e-05 2.56e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
80 -2.6121385e+03 3.41e+03 4.22e+05 -1.0 2.97e+05 - 8.55e-05 3.24e-05h 1
81 -2.6122040e+03 3.41e+03 4.06e+05 -1.0 3.20e+05 - 2.20e-06 2.69e-05f 2
82 -2.6122675e+03 3.41e+03 4.97e+05 -1.0 3.29e+05 - 1.58e-04 2.52e-05f 2
83 -2.6126805e+03 3.41e+03 4.08e+05 -1.0 3.28e+05 - 2.79e-05 1.50e-04f 1
84 -2.6126846e+03 3.41e+03 4.87e+05 -1.0 3.26e+05 - 1.10e-04 1.32e-06h 2
85 -2.6127629e+03 3.41e+03 5.03e+05 -1.0 2.79e+05 - 4.81e-05 2.47e-05f 1
86 -2.6127966e+03 3.41e+03 5.16e+05 -1.0 4.18e+05 - 3.73e-05 9.63e-06f 1
87 -2.6128408e+03 3.41e+03 5.35e+05 -1.0 4.31e+05 - 4.82e-05 1.08e-05f 1
88 -2.6130852e+03 3.41e+03 5.50e+05 -1.0 3.10e+05 - 8.61e-05 6.00e-05f 1
89 -2.6133151e+03 3.41e+03 5.20e+05 -1.0 2.80e+05 - 1.43e-05 5.65e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
90 -2.6134485e+03 3.41e+03 5.00e+05 -1.0 2.70e+05 - 1.42e-06 3.24e-05f 1
91 -2.6135292e+03 3.41e+03 5.37e+05 -1.0 2.82e+05 - 8.01e-05 1.97e-05h 1
92 -2.6136588e+03 3.41e+03 5.42e+05 -1.0 3.11e+05 - 4.06e-05 3.17e-05h 1
93 -2.6137183e+03 3.41e+03 5.88e+05 -1.0 3.84e+05 - 6.76e-05 1.49e-05h 2
94 -2.6137986e+03 3.41e+03 5.30e+05 -1.0 1.60e+05 -2.0 6.03e-06 2.32e-05f 1
95 -2.6139733e+03 3.41e+03 4.54e+05 -1.0 6.46e+05 -2.5 7.66e-06 4.75e-05f 1
96 -2.6140296e+03 3.41e+03 4.96e+05 -1.0 5.16e+05 -2.1 2.99e-05 1.64e-05f 1
97 -2.6140964e+03 3.41e+03 4.94e+05 -1.0 4.57e+05 -1.6 2.00e-05 2.02e-05f 1
98 -2.6141634e+03 3.41e+03 4.85e+05 -1.0 3.92e+05 -1.2 1.82e-05 1.98e-05f 1
99 -2.6142153e+03 3.41e+03 5.54e+05 -1.0 2.52e+05 -0.8 2.23e-05 1.49e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
100 -2.6143261e+03 3.41e+03 2.25e+05 -1.0 1.96e+05 -0.3 1.49e-05 3.24e-05h 1
101 -2.6143922e+03 3.41e+03 3.98e+05 -1.0 3.30e+05 -0.8 5.25e-05 1.81e-05f 1
102 -2.6144311e+03 3.41e+03 5.16e+05 -1.0 2.83e+05 -1.3 6.38e-05 1.06e-05f 1
103 -2.6145853e+03 3.41e+03 5.22e+05 -1.0 2.25e+05 -1.8 4.77e-05 4.33e-05f 1
104 -2.6146560e+03 3.41e+03 5.64e+05 -1.0 2.68e+05 -2.3 7.34e-05 2.05e-05h 1
105 -2.6147547e+03 3.41e+03 6.73e+05 -1.0 2.35e+05 -2.7 1.16e-04 2.97e-05h 1
106 -2.6148145e+03 3.41e+03 1.07e+06 -1.0 3.19e+05 -3.2 2.33e-04 1.73e-05h 3
107 -2.6152248e+03 3.41e+03 7.50e+05 -1.0 2.63e+05 -2.8 2.93e-06 1.37e-04f 1
108 -2.6155260e+03 3.41e+03 5.83e+05 -1.0 5.07e+05 -3.3 4.13e-07 8.20e-05f 1
109 -2.6157224e+03 3.41e+03 5.44e+05 -1.0 4.42e+05 -2.8 3.98e-05 5.52e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
110 -2.6157695e+03 3.41e+03 4.58e+05 -1.0 3.10e+05 -1.5 8.34e-06 1.53e-05f 1
111 -2.6157746e+03 3.41e+03 7.78e+05 -1.0 2.38e+05 -1.1 1.38e-05 1.60e-06f 2
112 -2.6157757e+03 3.41e+03 7.83e+05 -1.0 1.35e+07 -1.6 3.93e-07 7.35e-07f 1
113 -2.6157871e+03 3.41e+03 7.87e+05 -1.0 1.59e+06 -1.1 3.99e-06 3.73e-06f 1
114 -2.6158130e+03 3.41e+03 8.31e+05 -1.0 6.18e+05 -0.7 8.82e-06 7.53e-06f 1
115r-2.6158130e+03 3.41e+03 1.00e+03 3.5 0.00e+00 -0.3 0.00e+00 3.18e-07R 6
116r-5.9822316e+03 8.30e+02 1.00e+03 3.5 3.31e+06 - 1.16e-03 1.02e-03f 1
117 -5.9823544e+03 8.30e+02 2.30e+01 -1.0 1.35e+04 - 2.36e-03 1.02e-04h 1
118 -5.9829361e+03 8.29e+02 4.26e+01 -1.0 1.22e+04 - 1.35e-03 5.38e-04h 1
119r-5.9829361e+03 8.29e+02 9.99e+02 2.9 0.00e+00 - 0.00e+00 3.53e-07R 5
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
120r-5.9839503e+03 7.95e+02 9.98e+02 2.9 8.38e+04 - 5.12e-04 8.03e-04f 1
121r-5.9864319e+03 7.81e+02 9.96e+02 0.8 1.11e+05 - 1.20e-03 2.02e-03f 1
122 -5.9913612e+03 7.79e+02 2.13e+01 -1.0 1.34e+04 - 1.27e-04 3.36e-03h 1
123 -5.9980841e+03 7.75e+02 2.12e+01 -1.0 1.46e+04 - 3.52e-03 4.42e-03h 1
124 -6.0149845e+03 7.67e+02 2.10e+01 -1.0 1.62e+04 - 1.20e-02 1.06e-02h 1
125 -6.0350901e+03 7.58e+02 4.26e+01 -1.0 2.03e+04 - 7.09e-03 1.13e-02h 1
126 -6.0413619e+03 7.56e+02 4.53e+01 -1.0 2.29e+04 - 4.73e-03 3.42e-03h 1
127 -6.0431905e+03 7.54e+02 4.55e+01 -1.0 9.70e+03 - 8.21e-04 1.55e-03h 1
128 -6.0436767e+03 7.54e+02 4.65e+01 -1.0 1.22e+04 - 2.57e-03 5.52e-04h 1
129 -6.0447430e+03 7.53e+02 5.81e+01 -1.0 1.41e+04 - 1.79e-03 1.34e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
130 -6.0457732e+03 7.52e+02 4.54e+01 -1.0 1.62e+04 - 1.66e-05 1.32e-03h 1
131 -6.0473084e+03 7.50e+02 6.70e+01 -1.0 9.23e+03 - 1.52e-04 2.01e-03h 1
132 -6.0475728e+03 7.50e+02 4.53e+01 -1.0 1.04e+04 - 2.92e-03 3.45e-04h 1
133 -6.0529309e+03 7.45e+02 8.27e+01 -1.0 9.12e+03 - 3.13e-03 7.04e-03h 1
134 -6.0531469e+03 7.45e+02 1.03e+02 -1.0 9.17e+03 - 8.84e-03 2.78e-04h 1
135 -6.0641077e+03 7.34e+02 4.48e+01 -1.0 8.10e+03 - 9.78e-03 1.42e-02h 1
136 -6.0647503e+03 7.33e+02 2.35e+02 -1.0 5.14e+03 - 2.36e-02 8.13e-04h 1
137 -6.0704745e+03 7.28e+02 3.37e+02 -1.0 4.15e+03 - 2.53e-02 7.36e-03h 1
138 -6.0705451e+03 7.28e+02 4.57e+03 -1.0 3.89e+03 - 3.83e-02 9.10e-05h 1
139 -6.0734250e+03 7.25e+02 1.03e+04 -1.0 1.70e+04 - 8.37e-03 3.84e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
140 -6.0786454e+03 7.20e+02 1.33e+04 -1.0 1.76e+04 - 9.50e-03 6.95e-03h 1
141 -6.0801484e+03 7.18e+02 2.99e+04 -1.0 1.91e+04 - 1.47e-02 1.99e-03h 1
142 -6.0845647e+03 7.14e+02 4.22e+04 -1.0 1.41e+04 - 1.57e-02 5.87e-03h 1
143 -6.0912746e+03 7.08e+02 5.41e+04 -1.0 1.59e+04 - 1.83e-02 8.91e-03h 1
144 -6.0951257e+03 7.04e+02 8.20e+04 -1.0 1.46e+04 - 2.57e-02 5.10e-03h 1
145 -6.0997336e+03 7.00e+02 1.08e+05 -1.0 1.87e+04 - 1.92e-02 6.17e-03h 1
146 -6.1031012e+03 6.97e+02 1.37e+05 -1.0 1.81e+04 - 1.61e-02 4.56e-03h 1
147 -6.1069523e+03 6.93e+02 1.70e+05 -1.0 1.21e+04 - 1.97e-02 5.30e-03h 1
148 -6.1085963e+03 6.91e+02 1.73e+05 -1.0 1.49e+04 - 8.92e-03 2.30e-03h 1
149 -6.1086647e+03 6.91e+02 3.31e+05 -1.0 2.89e+03 -0.8 2.92e-03 8.42e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
150 -6.1089507e+03 6.89e+02 3.74e+05 -1.0 4.17e+03 -1.2 4.14e-03 2.92e-03f 1
151 -6.1096364e+03 6.85e+02 4.92e+05 -1.0 4.59e+03 -1.7 1.51e-02 4.62e-03h 1
152 -6.1100612e+03 6.83e+02 6.91e+05 -1.0 3.43e+03 -1.3 1.20e-02 3.89e-03h 1
153 -6.1113681e+03 6.77e+02 7.42e+05 -1.0 3.80e+03 -1.8 1.88e-02 7.85e-03h 1
154 -6.1119570e+03 6.74e+02 1.07e+06 -1.0 2.18e+03 -1.3 2.84e-02 4.62e-03h 1
155 -6.1130809e+03 6.70e+02 1.08e+06 -1.0 5.28e+03 -1.8 1.67e-02 5.66e-03h 1
156 -6.1155243e+03 6.59e+02 1.33e+06 -1.0 1.42e+03 -1.4 4.98e-02 1.65e-02h 1
157 -6.1189302e+03 6.40e+02 1.38e+06 -1.0 8.41e+02 -1.0 4.54e-02 2.78e-02h 1
158 -6.1244228e+03 6.26e+02 1.40e+06 -1.0 1.66e+03 -1.4 1.47e-02 2.22e-02h 1
159 -6.1266654e+03 6.19e+02 1.73e+06 -1.0 3.05e+03 -1.0 4.63e-03 1.08e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
160 -6.1296013e+03 6.14e+02 1.68e+06 -1.0 4.25e+03 -1.5 9.08e-03 7.90e-03h 1
161 -6.1330070e+03 6.11e+02 1.68e+06 -1.0 3.59e+04 - 1.72e-03 4.05e-03h 1
162 -6.1332852e+03 6.11e+02 1.54e+06 -1.0 5.80e+03 -2.0 7.34e-03 4.44e-04h 1
163 -6.1340580e+03 6.10e+02 1.44e+06 -1.0 7.35e+03 -2.4 9.81e-03 1.02e-03h 1
164 -6.1367392e+03 6.08e+02 1.44e+06 -1.0 3.55e+04 -2.9 3.26e-03 3.51e-03h 1
165 -6.1381179e+03 6.07e+02 1.31e+06 -1.0 1.37e+04 -2.5 1.46e-02 1.91e-03h 1
166 -6.1433651e+03 6.03e+02 1.30e+06 -1.0 5.01e+04 -3.0 4.54e-03 7.23e-03h 1
167 -6.1456026e+03 6.01e+02 1.31e+06 -1.0 6.11e+04 - 7.20e-03 2.92e-03h 1
168 -6.1504265e+03 5.97e+02 1.31e+06 -1.0 4.64e+04 - 1.70e-02 6.34e-03h 1
169 -6.1671336e+03 5.84e+02 1.28e+06 -1.0 4.44e+04 - 1.52e-02 2.20e-02h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
170 -6.1874894e+03 5.67e+02 1.26e+06 -1.0 4.67e+04 - 1.40e-02 2.71e-02h 1
171 -6.1883216e+03 5.67e+02 1.26e+06 -1.0 5.23e+04 - 1.43e-04 1.14e-03h 1
172 -6.1887859e+03 5.66e+02 1.26e+06 -1.0 3.41e+04 - 1.44e-04 6.42e-04h 1
173 -6.1891799e+03 5.66e+02 1.25e+06 -1.0 3.39e+04 - 1.89e-02 5.45e-04h 1
174 -6.1894421e+03 5.66e+02 1.25e+06 -1.0 3.44e+04 - 4.11e-05 3.75e-04h 1
175 -6.2010410e+03 5.56e+02 1.24e+06 -1.0 3.44e+04 - 4.10e-04 1.66e-02h 1
176 -6.2042538e+03 5.54e+02 1.22e+06 -1.0 3.32e+04 - 1.94e-02 4.65e-03h 1
177 -6.2052531e+03 5.53e+02 1.22e+06 -1.0 3.49e+04 - 4.08e-03 1.50e-03h 1
178 -6.2054115e+03 5.53e+02 1.21e+06 -1.0 3.55e+04 - 1.25e-03 2.41e-04h 1
179 -6.2059812e+03 5.52e+02 1.21e+06 -1.0 3.55e+04 - 7.71e-06 9.08e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
180 -6.2070981e+03 5.51e+02 1.21e+06 -1.0 3.55e+04 - 1.01e-03 1.79e-03h 1
181 -6.2071838e+03 5.51e+02 1.21e+06 -1.0 3.55e+04 - 2.28e-03 1.40e-04h 1
182 -6.2071976e+03 5.51e+02 1.21e+06 -1.0 3.66e+04 - 5.59e-05 2.91e-05h 1
183 -6.2072791e+03 5.51e+02 1.21e+06 -1.0 3.45e+04 - 5.15e-05 2.05e-04h 1
184r-6.2072791e+03 5.51e+02 1.00e+03 2.7 0.00e+00 - 0.00e+00 2.60e-07R 6
185r-6.2082878e+03 5.78e+02 9.99e+02 2.7 2.93e+05 - 1.19e-03 1.10e-03f 1
186r-6.2083675e+03 5.78e+02 1.05e+03 1.3 5.80e+04 - 9.60e-03 9.39e-05f 1
187 -6.2085287e+03 5.78e+02 7.85e+00 -1.0 8.83e+03 - 3.33e-05 2.64e-04h 1
188 -6.2085349e+03 5.78e+02 3.42e+01 -1.0 8.85e+03 - 3.04e-04 1.16e-05h 1
189 -6.2085457e+03 5.78e+02 1.18e+01 -1.0 8.76e+03 - 2.43e-05 6.88e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
190 -6.2085334e+03 5.78e+02 7.84e+00 -1.0 9.06e+03 - 7.42e-05 9.05e-05h 1
191 -6.2085232e+03 5.78e+02 2.95e+01 -1.0 9.02e+03 - 1.73e-04 5.40e-05h 1
192 -6.2084465e+03 5.78e+02 1.14e+01 -1.0 9.00e+03 - 9.05e-05 2.58e-04h 1
193 -6.2083590e+03 5.77e+02 1.28e+01 -1.0 8.92e+03 - 4.68e-04 2.92e-04h 1
194 -6.2082974e+03 5.77e+02 4.54e+01 -1.0 8.82e+03 - 8.73e-04 2.01e-04h 1
195 -6.2078675e+03 5.77e+02 1.17e+01 -1.0 8.75e+03 - 4.08e-05 8.23e-04h 1
196 -6.2077631e+03 5.77e+02 1.71e+01 -1.0 8.51e+03 - 4.26e-04 1.92e-04h 1
197 -6.2075647e+03 5.77e+02 1.48e+01 -1.0 8.46e+03 - 2.37e-04 3.40e-04h 1
198 -6.2073544e+03 5.76e+02 1.19e+01 -1.0 8.36e+03 - 2.11e-04 3.45e-04h 1
199 -6.2072387e+03 5.76e+02 1.68e+01 -1.0 8.27e+03 - 4.23e-04 1.86e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
200 -6.2070913e+03 5.76e+02 2.23e+01 -1.0 8.22e+03 - 3.54e-05 1.63e-04f 1
201 -6.2069663e+03 5.76e+02 2.31e+01 -1.0 8.17e+03 - 8.35e-05 1.08e-04f 1
202 -6.2054885e+03 5.75e+02 6.14e+01 -1.0 8.15e+03 - 1.73e-04 1.21e-03f 1
203 -6.2046160e+03 5.75e+02 2.38e+01 -1.0 7.86e+03 - 2.42e-03 7.42e-04f 1
204 -6.2045429e+03 5.75e+02 2.35e+01 -1.0 7.68e+03 - 3.24e-05 5.29e-05f 1
205 -6.2036004e+03 5.75e+02 2.25e+01 -1.0 7.67e+03 - 9.11e-05 6.61e-04f 1
206 -6.2034228e+03 5.74e+02 2.05e+01 -1.0 7.69e+03 - 2.22e-04 1.23e-04f 1
207 -6.2029861e+03 5.74e+02 2.47e+01 -1.0 7.61e+03 - 5.16e-05 2.55e-04f 1
208 -6.2026902e+03 5.74e+02 2.27e+01 -1.0 7.58e+03 - 2.66e-04 1.71e-04f 1
209 -6.2020372e+03 5.74e+02 2.27e+01 -1.0 7.57e+03 - 3.77e-04 3.75e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
210 -6.2015184e+03 5.74e+02 2.38e+01 -1.0 7.55e+03 - 2.36e-04 2.96e-04f 1
211 -6.2010222e+03 5.74e+02 2.20e+01 -1.0 7.54e+03 - 3.76e-04 2.82e-04f 1
212 -6.2005357e+03 5.74e+02 2.45e+01 -1.0 7.50e+03 - 1.26e-04 2.64e-04f 1
213 -6.1997766e+03 5.73e+02 3.68e+01 -1.0 7.43e+03 - 1.29e-04 3.63e-04f 1
214 -6.1992862e+03 5.73e+02 2.77e+01 -1.0 7.42e+03 - 3.70e-04 2.34e-04f 1
215 -6.1985898e+03 5.73e+02 3.35e+01 -1.0 7.38e+03 - 1.56e-04 3.26e-04f 1
216 -6.1978333e+03 5.73e+02 3.84e+01 -1.0 7.34e+03 - 1.81e-04 3.43e-04f 1
217 -6.1971811e+03 5.73e+02 3.33e+01 -1.0 7.34e+03 - 4.80e-04 2.96e-04f 1
218 -6.1956232e+03 5.72e+02 4.54e+01 -1.0 7.31e+03 - 2.24e-04 7.04e-04f 1
219 -6.1951969e+03 5.72e+02 4.27e+01 -1.0 7.33e+03 - 3.09e-04 1.95e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
220 -6.1933699e+03 5.72e+02 5.55e+01 -1.0 7.30e+03 - 2.50e-04 8.30e-04f 1
221 -6.1929044e+03 5.72e+02 5.06e+01 -1.0 7.32e+03 - 4.55e-04 2.15e-04f 1
222 -6.1909795e+03 5.71e+02 6.57e+01 -1.0 7.29e+03 - 1.91e-04 8.81e-04f 1
223 -6.1905131e+03 5.71e+02 5.94e+01 -1.0 7.30e+03 - 4.98e-04 2.16e-04f 1
224 -6.1896205e+03 5.71e+02 6.51e+01 -1.0 7.21e+03 - 1.28e-04 3.93e-04f 1
225 -6.1890871e+03 5.71e+02 6.59e+01 -1.0 7.17e+03 - 1.95e-04 2.31e-04f 1
226 -6.1885217e+03 5.70e+02 6.67e+01 -1.0 7.11e+03 - 1.99e-04 2.38e-04f 1
227 -6.1877618e+03 5.70e+02 6.94e+01 -1.0 7.03e+03 - 1.74e-04 3.06e-04f 1
228 -6.1871341e+03 5.70e+02 7.11e+01 -1.0 6.90e+03 - 1.52e-04 2.37e-04f 1
229 -6.1859922e+03 5.70e+02 7.40e+01 -1.0 6.87e+03 - 2.82e-04 4.26e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
230 -6.1856769e+03 5.70e+02 7.24e+01 -1.0 6.85e+03 - 2.01e-04 1.17e-04f 1
231 -6.1842981e+03 5.69e+02 8.14e+01 -1.0 6.84e+03 - 4.07e-05 5.05e-04f 1
232 -6.1841424e+03 5.69e+02 7.98e+01 -1.0 6.84e+03 - 1.41e-04 5.67e-05f 1
233 -6.1776846e+03 5.68e+02 1.20e+02 -1.0 7.33e+03 - 2.52e-05 2.11e-03f 1
234 -6.1757416e+03 5.68e+02 6.37e+01 -1.0 6.97e+03 - 3.80e-03 6.66e-04f 1
235 -6.1753178e+03 5.68e+02 6.54e+01 -1.0 6.92e+03 - 2.99e-05 1.42e-04f 1
236 -6.1752159e+03 5.68e+02 6.56e+01 -1.0 7.53e+03 - 2.11e-05 3.06e-05f 1
237 -6.1376698e+03 5.61e+02 5.31e+02 -1.0 7.92e+03 - 5.41e-05 1.12e-02f 1
238 -6.1173829e+03 5.57e+02 4.06e+02 -1.0 6.85e+03 - 1.32e-02 7.56e-03f 1
239 -6.1093586e+03 5.55e+02 1.36e+02 -1.0 6.78e+03 - 2.38e-02 3.38e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
240 -6.0464347e+03 5.39e+02 2.44e+02 -1.0 6.56e+03 - 1.48e-02 2.78e-02f 1
241 -6.0211252e+03 5.30e+02 2.62e+02 -1.0 6.44e+03 - 5.70e-02 1.62e-02f 1
242 -6.0207884e+03 5.30e+02 7.98e+02 -1.0 6.01e+03 - 8.44e-03 2.59e-04f 1
243 -6.0192333e+03 5.30e+02 2.94e+02 -1.0 5.91e+03 - 1.04e-05 1.06e-03f 1
244 -5.9931552e+03 5.20e+02 2.35e+02 -1.0 5.90e+03 - 5.71e-03 1.77e-02f 1
245 -5.9662609e+03 5.08e+02 1.85e+02 -1.0 5.76e+03 - 1.15e-02 2.22e-02f 1
246 -5.9645223e+03 5.07e+02 1.81e+02 -1.0 5.54e+03 - 9.13e-04 1.93e-03f 1
247 -5.9642655e+03 5.07e+02 6.61e+02 -1.0 5.52e+03 - 3.45e-03 2.97e-04h 1
248 -5.9589607e+03 5.04e+02 4.29e+02 -1.0 5.50e+03 - 2.05e-04 6.31e-03f 1
249 -5.9588001e+03 5.04e+02 7.21e+02 -1.0 5.44e+03 - 1.80e-03 2.12e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
250 -5.9525982e+03 5.00e+02 4.61e+02 -1.0 5.43e+03 - 6.17e-05 8.41e-03f 1
251 -5.9501635e+03 4.98e+02 4.95e+02 -1.0 5.35e+03 - 1.75e-02 3.89e-03f 1
252 -5.9497511e+03 4.97e+02 4.93e+02 -1.0 5.26e+03 - 2.64e-02 5.39e-04h 1
253 -5.9190855e+03 4.77e+02 4.87e+02 -1.0 5.17e+03 - 8.81e-02 3.95e-02f 1
254 -5.9140002e+03 4.72e+02 5.56e+02 -1.0 4.57e+03 - 8.67e-02 9.10e-03f 1
255 -5.9121298e+03 4.71e+02 5.51e+02 -1.0 4.30e+03 - 1.03e-03 3.60e-03f 1
256 -5.9106022e+03 4.69e+02 5.47e+02 -1.0 4.27e+03 - 1.47e-03 3.02e-03f 1
257 -5.9091372e+03 4.68e+02 5.45e+02 -1.0 4.24e+03 - 2.57e-03 2.96e-03f 1
258 -5.9068550e+03 4.66e+02 5.39e+02 -1.0 4.21e+03 - 1.98e-03 4.71e-03f 1
259 -5.9059968e+03 4.65e+02 5.38e+02 -1.0 4.17e+03 - 1.97e-03 1.83e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
260 -5.9039075e+03 4.63e+02 5.32e+02 -1.0 4.15e+03 - 1.04e-03 4.52e-03f 1
261 -5.9033654e+03 4.62e+02 5.32e+02 -1.0 4.11e+03 - 2.08e-03 1.21e-03h 1
262 -5.9009301e+03 4.60e+02 5.24e+02 -1.0 4.10e+03 - 8.36e-04 5.49e-03f 1
263 -5.9006006e+03 4.59e+02 5.25e+02 -1.0 4.06e+03 - 2.17e-03 7.73e-04h 1
264 -5.8981237e+03 4.57e+02 5.16e+02 -1.0 4.05e+03 - 6.51e-04 5.84e-03f 1
265 -5.8977468e+03 4.56e+02 5.19e+02 -1.0 4.00e+03 - 3.89e-03 9.27e-04h 1
266 -5.8951158e+03 4.53e+02 5.09e+02 -1.0 3.98e+03 - 5.56e-04 6.51e-03f 1
267 -5.8948999e+03 4.53e+02 5.10e+02 -1.0 3.93e+03 - 2.42e-03 5.59e-04h 1
268 -5.8925753e+03 4.50e+02 5.01e+02 -1.0 3.92e+03 - 5.58e-04 6.04e-03f 1
269 -5.8923953e+03 4.50e+02 5.03e+02 -1.0 3.87e+03 - 2.54e-03 4.88e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
270 -5.8904089e+03 4.47e+02 4.96e+02 -1.0 3.87e+03 - 5.37e-04 5.40e-03h 1
271 -5.8902016e+03 4.47e+02 4.98e+02 -1.0 3.82e+03 - 3.22e-03 5.85e-04h 1
272 -5.8884432e+03 4.45e+02 4.91e+02 -1.0 3.81e+03 - 8.78e-04 4.98e-03h 1
273 -5.8882675e+03 4.45e+02 4.93e+02 -1.0 3.77e+03 - 2.38e-03 5.14e-04h 1
274 -5.8868360e+03 4.43e+02 4.87e+02 -1.0 3.76e+03 - 5.59e-04 4.20e-03h 1
275 -5.8866665e+03 4.43e+02 4.89e+02 -1.0 3.73e+03 - 2.30e-03 5.12e-04h 1
276 -5.8855358e+03 4.41e+02 4.84e+02 -1.0 3.72e+03 - 5.79e-04 3.42e-03h 1
277 -5.8854096e+03 4.41e+02 4.86e+02 -1.0 3.69e+03 - 1.98e-03 3.89e-04h 1
278 -5.8843715e+03 4.39e+02 4.82e+02 -1.0 3.68e+03 - 5.83e-04 3.20e-03h 1
279 -5.8841677e+03 4.39e+02 4.83e+02 -1.0 3.65e+03 - 2.10e-03 6.39e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
280 -5.8833760e+03 4.38e+02 4.80e+02 -1.0 3.64e+03 - 6.63e-04 2.48e-03h 1
281 -5.8830774e+03 4.38e+02 4.80e+02 -1.0 3.62e+03 - 2.03e-03 9.48e-04h 1
282 -5.8826024e+03 4.37e+02 4.79e+02 -1.0 3.61e+03 - 8.08e-04 1.51e-03h 1
283 -5.8823418e+03 4.37e+02 4.80e+02 -1.0 3.59e+03 - 2.12e-03 8.32e-04h 1
284 -5.8823377e+03 4.37e+02 2.76e+03 -1.0 3.24e+03 - 1.07e-04 1.27e-05h 1
285 -5.8823080e+03 4.37e+02 4.80e+02 -1.0 2.72e+04 - 9.22e-06 7.81e-05h 1
286 -5.8817548e+03 4.36e+02 2.28e+04 -1.0 2.72e+04 - 9.92e-05 1.47e-03h 1
287 -5.8816485e+03 4.36e+02 2.32e+04 -1.0 2.65e+04 - 1.04e-03 3.17e-04h 1
288 -5.8814014e+03 4.36e+02 2.29e+04 -1.0 2.63e+04 - 5.81e-05 7.43e-04h 1
289 -5.8813965e+03 4.36e+02 2.29e+04 -1.0 2.59e+04 - 1.69e-04 1.35e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
290 -5.8811930e+03 4.35e+02 2.28e+04 -1.0 2.59e+04 - 2.96e-05 4.80e-04h 1
291 -5.8808602e+03 4.35e+02 2.26e+04 -1.0 2.57e+04 - 4.45e-04 8.49e-04h 1
292 -5.8808560e+03 4.35e+02 2.26e+04 -1.0 2.53e+04 - 1.15e-04 1.12e-05h 1
293 -5.8808275e+03 4.35e+02 2.26e+04 -1.0 2.53e+04 - 7.88e-06 6.01e-05h 1
294 -5.8808066e+03 4.35e+02 2.26e+04 -1.0 2.53e+04 - 3.46e-05 4.32e-05h 1
295r-5.8808066e+03 4.35e+02 1.00e+03 2.5 0.00e+00 - 0.00e+00 3.78e-07R 2
296r-5.8828980e+03 5.11e+02 1.00e+03 2.5 3.74e+04 - 2.24e-03 3.02e-03f 1
297r-5.8853841e+03 5.31e+02 9.98e+02 1.1 1.48e+04 - 2.36e-03 4.52e-03f 1
298 -5.8855897e+03 5.31e+02 1.86e+02 -1.0 4.30e+03 - 1.47e-01 8.51e-04h 1
299 -5.8855509e+03 5.31e+02 1.80e+03 -1.0 1.71e+04 - 1.08e-03 1.11e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
300 -5.8853392e+03 5.30e+02 1.53e+03 -1.0 1.77e+04 - 3.43e-04 5.76e-04h 1
301 -5.8851972e+03 5.30e+02 1.47e+03 -1.0 1.77e+04 - 2.88e-04 3.61e-04h 1
302 -5.8847841e+03 5.30e+02 1.21e+03 -1.0 1.76e+04 - 7.21e-04 1.07e-03h 1
303 -5.8847424e+03 5.29e+02 1.24e+03 -1.0 1.74e+04 - 1.48e-04 1.01e-04h 1
304 -5.8845007e+03 5.29e+02 1.07e+03 -1.0 1.74e+04 - 1.96e-04 5.78e-04h 1
305 -5.8843519e+03 5.29e+02 1.24e+03 -1.0 1.73e+04 - 8.21e-04 3.62e-04h 1
306 -5.8842049e+03 5.29e+02 1.20e+03 -1.0 1.73e+04 - 1.82e-04 3.24e-04h 1
307 -5.8839863e+03 5.29e+02 1.27e+03 -1.0 1.72e+04 - 7.53e-04 4.83e-04h 1
308 -5.8837921e+03 5.28e+02 1.24e+03 -1.0 1.72e+04 - 2.47e-04 3.93e-04h 1
309 -5.8835941e+03 5.28e+02 1.25e+03 -1.0 1.71e+04 - 4.55e-04 3.94e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
310 -5.8833655e+03 5.28e+02 1.24e+03 -1.0 1.70e+04 - 3.62e-04 4.20e-04h 1
311 -5.8832665e+03 5.28e+02 1.26e+03 -1.0 1.70e+04 - 3.33e-04 1.57e-04h 1
312 -5.8830355e+03 5.28e+02 1.27e+03 -1.0 1.70e+04 - 3.96e-04 3.45e-04h 1
313 -5.8826240e+03 5.27e+02 1.24e+03 -1.0 1.69e+04 - 3.74e-04 5.98e-04f 1
314 -5.8823200e+03 5.27e+02 1.24e+03 -1.0 1.68e+04 - 3.89e-04 4.32e-04f 1
315 -5.8819677e+03 5.27e+02 1.23e+03 -1.0 1.68e+04 - 4.49e-04 4.87e-04f 1
316 -5.8815729e+03 5.27e+02 1.22e+03 -1.0 1.67e+04 - 4.19e-04 5.26e-04f 1
317 -5.8811556e+03 5.26e+02 1.21e+03 -1.0 1.66e+04 - 3.83e-04 5.37e-04f 1
318 -5.8807592e+03 5.26e+02 1.21e+03 -1.0 1.65e+04 - 3.62e-04 4.92e-04f 1
319 -5.8803806e+03 5.26e+02 1.20e+03 -1.0 1.65e+04 - 3.43e-04 4.56e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
320 -5.8799957e+03 5.26e+02 1.19e+03 -1.0 1.64e+04 - 3.49e-04 4.50e-04f 1
321 -5.8795806e+03 5.25e+02 1.19e+03 -1.0 1.64e+04 - 3.83e-04 4.70e-04h 1
322 -5.8793319e+03 5.25e+02 1.20e+03 -1.0 1.63e+04 - 4.53e-04 2.66e-04h 1
323 -5.8788277e+03 5.25e+02 1.19e+03 -1.0 1.63e+04 - 3.14e-04 5.16e-04f 1
324 -5.8782302e+03 5.25e+02 1.18e+03 -1.0 1.62e+04 - 3.90e-04 6.05e-04f 1
325 -5.8778135e+03 5.24e+02 1.18e+03 -1.0 1.61e+04 - 3.94e-04 4.08e-04f 1
326 -5.8775279e+03 5.24e+02 1.19e+03 -1.0 1.61e+04 - 4.06e-04 2.70e-04f 1
327 -5.8773347e+03 5.24e+02 1.19e+03 -1.0 1.65e+04 - 3.42e-04 1.76e-04h 1
328 -5.8762755e+03 5.24e+02 1.18e+03 -1.0 1.67e+04 - 4.19e-04 9.51e-04f 1
329 -5.8755181e+03 5.23e+02 1.18e+03 -1.0 1.66e+04 - 3.93e-04 6.69e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
330 -5.8751003e+03 5.23e+02 1.18e+03 -1.0 1.65e+04 - 3.53e-04 3.57e-04f 1
331 -5.8746982e+03 5.23e+02 1.18e+03 -1.0 1.64e+04 - 5.62e-04 3.37e-04f 1
332 -5.8734794e+03 5.22e+02 1.17e+03 -1.0 1.64e+04 - 5.07e-04 9.99e-04f 1
333 -5.8725882e+03 5.22e+02 1.17e+03 -1.0 1.62e+04 - 6.22e-04 7.15e-04f 1
334 -5.8716378e+03 5.22e+02 1.17e+03 -1.0 1.61e+04 - 7.86e-04 7.51e-04f 1
335 -5.8705326e+03 5.21e+02 1.17e+03 -1.0 1.60e+04 - 9.91e-04 8.59e-04f 1
336 -5.8692411e+03 5.21e+02 1.17e+03 -1.0 1.59e+04 - 1.14e-03 9.88e-04f 1
337 -5.8677620e+03 5.20e+02 1.17e+03 -1.0 1.58e+04 - 1.18e-03 1.12e-03f 1
338 -5.8661283e+03 5.19e+02 1.17e+03 -1.0 1.57e+04 - 1.09e-03 1.23e-03f 1
339 -5.8647787e+03 5.19e+02 1.17e+03 -1.0 1.55e+04 - 7.80e-04 1.02e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
340 -5.8634217e+03 5.18e+02 1.18e+03 -1.0 1.54e+04 - 5.10e-04 1.03e-03f 1
341 -5.8622889e+03 5.18e+02 1.18e+03 -1.0 1.53e+04 - 3.70e-04 8.63e-04f 1
342 -5.8615593e+03 5.18e+02 1.18e+03 -1.0 1.52e+04 - 4.87e-04 5.66e-04f 1
343 -5.8593230e+03 5.17e+02 1.20e+03 -1.0 1.51e+04 - 4.48e-04 1.74e-03f 1
344 -5.8590969e+03 5.17e+02 1.20e+03 -1.0 1.49e+04 - 2.44e-04 1.81e-04h 1
345 -5.8581304e+03 5.16e+02 1.21e+03 -1.0 1.49e+04 - 2.75e-04 7.75e-04f 1
346 -5.8580056e+03 5.16e+02 1.21e+03 -1.0 1.48e+04 - 1.33e-04 9.81e-05h 1
347 -5.8563791e+03 5.15e+02 1.23e+03 -1.0 1.48e+04 - 1.27e-04 1.28e-03f 1
348 -5.8563079e+03 5.15e+02 1.23e+03 -1.0 1.47e+04 - 1.42e-04 5.66e-05h 1
349 -5.8545704e+03 5.15e+02 1.25e+03 -1.0 1.47e+04 - 8.90e-05 1.37e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
350 -5.8545142e+03 5.15e+02 1.25e+03 -1.0 1.45e+04 - 1.50e-04 4.50e-05h 1
351 -5.8526450e+03 5.14e+02 1.27e+03 -1.0 1.45e+04 - 7.58e-05 1.47e-03f 1
352 -5.8525958e+03 5.14e+02 1.27e+03 -1.0 1.44e+04 - 1.62e-04 3.97e-05h 1
353 -5.8506141e+03 5.13e+02 1.29e+03 -1.0 1.44e+04 - 6.90e-05 1.56e-03f 1
354 -5.8505686e+03 5.13e+02 1.29e+03 -1.0 1.42e+04 - 1.75e-04 3.70e-05h 1
355 -5.8484730e+03 5.12e+02 1.32e+03 -1.0 1.42e+04 - 6.27e-05 1.65e-03f 1
356 -5.8484292e+03 5.12e+02 1.32e+03 -1.0 1.41e+04 - 1.91e-04 3.57e-05h 1
357 -5.8462185e+03 5.11e+02 1.34e+03 -1.0 1.41e+04 - 6.07e-05 1.75e-03f 1
358 -5.8461754e+03 5.11e+02 1.34e+03 -1.0 1.39e+04 - 2.09e-04 3.54e-05h 1
359 -5.8438555e+03 5.10e+02 1.37e+03 -1.0 1.39e+04 - 5.71e-05 1.84e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
360 -5.8438125e+03 5.10e+02 1.37e+03 -1.0 1.37e+04 - 2.28e-04 3.56e-05h 1
361 -5.8414037e+03 5.09e+02 1.40e+03 -1.0 1.37e+04 - 5.59e-05 1.92e-03f 1
362 -5.8413604e+03 5.09e+02 1.40e+03 -1.0 1.36e+04 - 2.45e-04 3.60e-05h 1
363 -5.8388522e+03 5.08e+02 1.43e+03 -1.0 1.36e+04 - 5.47e-05 2.00e-03f 1
364 -5.8388081e+03 5.08e+02 1.42e+03 -1.0 1.34e+04 - 2.64e-04 3.67e-05h 1
365 -5.8361620e+03 5.07e+02 1.46e+03 -1.0 1.34e+04 - 5.39e-05 2.12e-03f 1
366 -5.8361168e+03 5.07e+02 1.45e+03 -1.0 1.32e+04 - 2.85e-04 3.78e-05h 1
367 -5.8332236e+03 5.06e+02 1.49e+03 -1.0 1.32e+04 - 5.30e-05 2.32e-03f 1
368 -5.8331757e+03 5.06e+02 1.49e+03 -1.0 1.30e+04 - 3.22e-04 4.04e-05h 1
369 -5.8301092e+03 5.04e+02 1.53e+03 -1.0 1.30e+04 - 5.05e-05 2.47e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
370 -5.8300594e+03 5.04e+02 1.52e+03 -1.0 1.29e+04 - 3.52e-04 4.24e-05h 1
371 -5.8268457e+03 5.03e+02 1.56e+03 -1.0 1.29e+04 - 4.94e-05 2.61e-03f 1
372 -5.8267938e+03 5.03e+02 1.55e+03 -1.0 1.27e+04 - 3.81e-04 4.44e-05h 1
373 -5.8233893e+03 5.02e+02 1.60e+03 -1.0 1.27e+04 - 4.81e-05 2.78e-03f 1
374 -5.8233347e+03 5.02e+02 1.59e+03 -1.0 1.25e+04 - 4.18e-04 4.72e-05h 1
375 -5.8196977e+03 5.00e+02 1.63e+03 -1.0 1.25e+04 - 4.69e-05 2.98e-03f 1
376 -5.8196395e+03 5.00e+02 1.63e+03 -1.0 1.23e+04 - 4.62e-04 5.07e-05h 1
377 -5.8157799e+03 4.98e+02 1.67e+03 -1.0 1.23e+04 - 4.58e-05 3.19e-03f 1
378 -5.8157180e+03 4.98e+02 1.67e+03 -1.0 1.21e+04 - 5.09e-04 5.44e-05h 1
379 -5.8116432e+03 4.97e+02 1.71e+03 -1.0 1.21e+04 - 4.47e-05 3.39e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
380 -5.8115775e+03 4.97e+02 1.71e+03 -1.0 1.19e+04 - 5.61e-04 5.84e-05h 1
381 -5.8073122e+03 4.95e+02 1.76e+03 -1.0 1.19e+04 - 4.30e-05 3.58e-03f 1
382 -5.8072427e+03 4.95e+02 1.75e+03 -1.0 1.17e+04 - 6.07e-04 6.24e-05h 1
383 -5.8027752e+03 4.93e+02 1.80e+03 -1.0 1.16e+04 - 4.22e-05 3.78e-03f 1
384 -5.8027016e+03 4.93e+02 1.79e+03 -1.0 1.14e+04 - 6.54e-04 6.65e-05h 1
385 -5.7982086e+03 4.91e+02 1.84e+03 -1.0 1.14e+04 - 4.16e-05 3.83e-03f 1
386 -5.7981357e+03 4.91e+02 1.83e+03 -1.0 1.12e+04 - 6.52e-04 6.63e-05h 1
387 -5.7953061e+03 4.90e+02 1.86e+03 -1.0 1.12e+04 - 4.10e-05 2.42e-03f 1
388 -5.7952542e+03 4.90e+02 1.85e+03 -1.0 1.11e+04 - 3.71e-04 4.58e-05h 1
389 -5.7881527e+03 4.87e+02 1.92e+03 -1.0 1.11e+04 - 4.48e-05 5.94e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
390 -5.7880242e+03 4.87e+02 1.91e+03 -1.0 1.08e+04 - 1.32e-03 1.19e-04h 1
391 -5.7846260e+03 4.85e+02 1.94e+03 -1.0 1.08e+04 - 3.79e-05 2.94e-03f 1
392 -5.7845660e+03 4.85e+02 1.94e+03 -1.0 1.07e+04 - 4.12e-04 5.39e-05h 1
393 -5.7760206e+03 4.81e+02 2.01e+03 -1.0 1.07e+04 - 4.90e-05 7.25e-03f 1
394 -5.7758783e+03 4.81e+02 2.00e+03 -1.0 1.04e+04 - 1.49e-03 1.35e-04h 1
395 -5.7714050e+03 4.79e+02 2.04e+03 -1.0 1.04e+04 - 3.63e-05 3.97e-03f 1
396 -5.7691440e+03 4.78e+02 1.87e+03 -1.0 1.02e+04 - 1.57e-02 2.13e-03f 1
397 -5.7690099e+03 4.78e+02 1.87e+03 -1.0 1.01e+04 - 8.21e-05 1.23e-04h 1
398 -5.7662611e+03 4.77e+02 1.90e+03 -1.0 1.01e+04 - 8.75e-05 2.47e-03f 1
399 -5.7658896e+03 4.77e+02 1.90e+03 -1.0 1.00e+04 - 2.66e-04 3.28e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
400 -5.7623347e+03 4.75e+02 1.92e+03 -1.0 9.99e+03 - 3.02e-04 3.12e-03f 1
401 -5.7622676e+03 4.75e+02 1.92e+03 -1.0 9.88e+03 - 2.15e-04 6.01e-05h 1
402 -5.7540537e+03 4.72e+02 1.99e+03 -1.0 9.87e+03 - 5.56e-05 7.05e-03f 1
403 -5.7539342e+03 4.72e+02 1.98e+03 -1.0 9.62e+03 - 7.64e-04 1.12e-04h 1
404 -5.7442946e+03 4.68e+02 2.05e+03 -1.0 9.62e+03 - 4.16e-05 8.51e-03f 1
405 -5.7441457e+03 4.68e+02 2.04e+03 -1.0 9.33e+03 - 1.26e-03 1.46e-04h 1
406 -5.7383728e+03 4.65e+02 2.08e+03 -1.0 9.33e+03 - 3.89e-05 5.31e-03f 1
407 -5.7346923e+03 4.63e+02 1.89e+03 -1.0 9.16e+03 - 2.24e-02 3.60e-03f 1
408 -5.7345508e+03 4.63e+02 1.89e+03 -1.0 9.05e+03 - 1.10e-04 1.38e-04h 1
409 -5.7214137e+03 4.57e+02 1.99e+03 -1.0 9.05e+03 - 8.38e-05 1.25e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
410 -5.7212342e+03 4.57e+02 1.98e+03 -1.0 8.69e+03 - 1.10e-03 1.95e-04h 1
411 -5.7154379e+03 4.54e+02 2.02e+03 -1.0 8.68e+03 - 4.53e-05 5.91e-03f 1
412 -5.7153447e+03 4.54e+02 2.01e+03 -1.0 8.53e+03 - 5.99e-04 1.00e-04h 1
413 -5.7069895e+03 4.51e+02 2.07e+03 -1.0 8.53e+03 - 4.96e-05 8.47e-03f 1
414 -5.7068585e+03 4.50e+02 2.06e+03 -1.0 8.31e+03 - 1.11e-03 1.44e-04h 1
415 -5.6960816e+03 4.45e+02 2.13e+03 -1.0 8.31e+03 - 4.81e-05 1.11e-02f 1
416 -5.6873664e+03 4.41e+02 1.97e+03 -1.0 8.05e+03 - 2.77e-02 9.99e-03f 1
417 -5.6661017e+03 4.28e+02 2.08e+03 -1.0 7.83e+03 - 3.00e-03 2.66e-02f 1
418 -5.6601674e+03 4.24e+02 1.73e+03 -1.0 7.30e+03 - 6.27e-02 9.30e-03f 1
419 -5.6599909e+03 4.24e+02 1.73e+03 -1.0 7.13e+03 - 1.97e-04 2.89e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
420 -5.6378723e+03 4.08e+02 1.87e+03 -1.0 7.13e+03 - 1.57e-04 3.49e-02f 1
421 -5.6362254e+03 4.07e+02 1.75e+03 -1.0 6.57e+03 - 2.55e-02 3.38e-03f 1
422 -5.6309393e+03 4.03e+02 1.78e+03 -1.0 6.52e+03 - 8.59e-05 1.03e-02f 1
423 -5.6237709e+03 3.97e+02 1.59e+03 -1.0 6.38e+03 - 4.93e-02 1.50e-02f 1
424 -5.6115799e+03 3.85e+02 1.54e+03 -1.0 6.18e+03 - 2.84e-02 2.82e-02f 1
425 -5.5934399e+03 3.65e+02 1.42e+03 -1.0 5.84e+03 - 6.24e-02 5.02e-02f 1
426 -5.5893142e+03 3.59e+02 1.44e+03 -1.0 5.30e+03 - 9.93e-05 1.51e-02f 1
427 -5.5892528e+03 3.59e+02 2.79e+03 -1.0 5.16e+03 -1.6 2.24e-02 4.06e-04h 1
428 -5.5886965e+03 3.57e+02 6.23e+03 -1.0 5.16e+03 -1.2 1.70e-02 3.84e-03h 1
429 -5.5874514e+03 3.54e+02 7.56e+03 -1.0 5.13e+03 -1.7 2.63e-02 8.70e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
430 -5.5865635e+03 3.52e+02 1.04e+04 -1.0 5.05e+03 -1.3 2.03e-02 6.97e-03f 1
431 -5.5863032e+03 3.51e+02 1.28e+04 -1.0 4.99e+03 -1.7 4.42e-02 2.30e-03f 1
432 -5.5801749e+03 3.31e+02 1.20e+04 -1.0 4.97e+03 -2.2 4.01e-02 5.48e-02f 1
433 -5.5750572e+03 3.09e+02 1.10e+04 -1.0 4.53e+03 -2.7 8.35e-02 6.36e-02f 1
434 -5.5712423e+03 2.92e+02 9.08e+03 -1.0 4.10e+03 -3.2 1.28e-01 5.55e-02f 1
435 -5.5634548e+03 2.60e+02 9.58e+03 -1.0 3.77e+03 -3.7 1.59e-02 1.04e-01f 1
436 -5.5634354e+03 2.60e+02 1.15e+04 -1.0 3.24e+03 -1.4 2.55e-02 1.47e-03h 1
437 -5.5558027e+03 2.39e+02 1.20e+04 -1.0 3.72e+03 - 6.19e-04 7.65e-02f 1
438 -5.5559450e+03 2.29e+02 1.14e+04 -1.0 2.92e+03 -1.9 3.55e-02 4.17e-02f 1
439 -5.5559629e+03 2.28e+02 1.27e+04 -1.0 2.81e+03 -1.5 2.70e-02 3.38e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
440 -5.5564766e+03 2.19e+02 1.21e+04 -1.0 2.82e+03 -1.9 4.52e-02 4.25e-02f 1
441 -5.5570129e+03 2.10e+02 1.13e+04 -1.0 2.72e+03 -1.5 3.28e-02 4.03e-02f 1
442 -5.5576654e+03 2.03e+02 1.09e+04 -1.0 2.64e+03 -2.0 6.02e-02 3.30e-02f 1
443 -5.5549159e+03 1.81e+02 1.18e+04 -1.0 2.69e+03 - 5.34e-03 1.04e-01f 1
444 -5.5551333e+03 1.79e+02 1.22e+04 -1.0 2.35e+03 -1.6 2.78e-02 9.79e-03h 1
445 -5.5556806e+03 1.75e+02 1.16e+04 -1.0 2.34e+03 -2.1 6.78e-02 2.37e-02f 1
446 -5.5557087e+03 1.75e+02 1.15e+04 -1.0 1.15e+04 -2.5 4.94e-03 7.16e-04h 1
447 -5.5568387e+03 1.57e+02 7.57e+03 -1.0 2.36e+03 -3.0 2.47e-01 1.03e-01f 1
448 -5.5574530e+03 1.51e+02 5.75e+03 -1.0 2.12e+03 -2.6 1.67e-01 3.38e-02f 1
449 -5.5580988e+03 1.36e+02 2.45e+03 -1.0 2.11e+03 -3.1 3.21e-01 9.86e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
450 -5.5626950e+03 9.26e+01 2.70e+03 -1.0 1.89e+03 -2.6 1.57e-01 3.12e-01f 1
451 -5.5630924e+03 5.73e+01 9.77e+02 -1.0 1.41e+03 -3.1 4.71e-01 3.73e-01f 1
452 -5.5648437e+03 4.37e+01 5.82e+02 -1.0 8.85e+02 -2.7 3.05e-01 2.37e-01f 1
453 -5.5607610e+03 1.40e+01 6.15e+02 -1.0 7.04e+02 -3.2 5.40e-01 6.70e-01f 1
454 -5.5452166e+03 1.80e+00 5.22e+02 -1.0 2.55e+02 -3.6 6.36e-01 9.28e-01f 1
455 -5.5364894e+03 1.31e+01 4.80e+02 -1.0 3.51e+02 - 2.35e-01 1.00e+00f 1
456 -5.5322494e+03 2.30e+01 3.62e+02 -1.0 2.50e+02 - 2.49e-01 7.09e-01f 1
457 -5.5248870e+03 2.05e+01 1.89e+02 -1.0 2.09e+02 - 4.77e-01 5.66e-01f 1
458 -5.4948190e+03 1.79e+01 1.25e+02 -1.0 2.33e+02 - 3.39e-01 5.69e-01f 1
459 -5.4724860e+03 2.48e+01 6.24e+01 -1.0 4.81e+02 - 5.01e-01 3.23e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
460 -5.3820679e+03 2.30e+01 7.22e+01 -1.0 3.98e+02 - 3.21e-01 1.00e+00f 1
461 -5.3767169e+03 2.14e+01 3.03e+01 -1.0 6.51e+02 - 4.69e-01 1.07e-01f 1
462 -5.3457763e+03 1.71e+01 1.39e+01 -1.0 5.45e+02 - 4.86e-01 4.12e-01f 1
463 -5.3201581e+03 3.34e+01 8.54e+00 -1.0 7.00e+02 - 5.06e-01 3.32e-01f 1
464 -5.2426770e+03 4.94e+01 9.37e+00 -1.0 9.99e+02 - 5.02e-01 9.32e-01f 1
465 -5.2266354e+03 3.53e+01 3.20e+00 -1.0 1.18e+03 - 5.03e-01 3.11e-01f 1
466 -5.2106146e+03 2.92e+01 1.88e+00 -1.0 1.76e+03 - 4.37e-01 2.57e-01f 1
467 -5.1814280e+03 5.55e+01 1.20e+00 -1.0 2.20e+03 - 3.17e-01 4.72e-01f 1
468 -5.1381444e+03 6.85e+01 2.96e+00 -1.0 2.02e+03 - 5.27e-01 9.07e-01f 1
469 -5.1202575e+03 1.37e+02 1.17e+00 -1.0 3.85e+03 - 6.51e-01 7.84e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
470 -5.1012743e+03 1.75e+02 8.06e-01 -1.0 3.40e+03 - 5.72e-01 1.00e+00f 1
471 -5.0992331e+03 2.34e+02 2.45e-01 -1.0 4.69e+03 - 7.32e-01 1.00e+00f 1
472 -5.0934552e+03 3.22e+02 2.51e-01 -1.0 7.94e+03 - 5.96e-01 1.00e+00f 1
473 -5.0945418e+03 3.52e+02 2.43e-01 -1.0 1.04e+04 - 6.84e-01 1.00e+00f 1
474 -5.0900614e+03 4.70e+02 3.15e-01 -1.0 1.97e+04 - 6.28e-01 9.76e-01f 1
475 -5.0900140e+03 4.12e+02 1.79e-01 -1.0 2.76e+04 - 6.71e-01 6.10e-01f 1
476 -5.0893194e+03 4.53e+02 1.67e-01 -1.0 3.43e+04 - 6.91e-01 5.37e-01f 1
477 -5.0891267e+03 5.46e+02 1.59e-01 -1.0 3.29e+04 - 7.07e-01 6.59e-01f 1
478 -5.0884585e+03 5.94e+02 1.34e-01 -1.0 4.38e+04 - 6.73e-01 5.73e-01f 1
479 -5.0876637e+03 7.14e+02 1.15e-01 -1.0 5.54e+04 - 7.07e-01 6.67e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
480 -5.0873309e+03 1.95e+02 1.87e+01 -1.0 3.28e+03 -4.1 2.70e-01 7.31e-01h 1
481 -5.0872919e+03 1.17e+00 5.89e+00 -1.0 8.93e+02 -4.6 1.00e+00 1.00e+00h 1
482 -5.0873897e+03 3.33e-01 1.94e-01 -1.0 3.71e+01 -5.1 1.00e+00 1.00e+00h 1
483 -5.0455742e+03 1.22e+02 8.74e+01 -1.7 1.16e+04 - 8.16e-01 1.00e+00f 1
484 -5.0287254e+03 1.49e+03 1.35e+01 -1.7 6.00e+04 - 8.45e-01 1.00e+00h 1
485 -5.0277904e+03 1.39e+03 4.58e+00 -1.7 1.44e+05 - 6.61e-01 6.51e-01h 1
486 -5.0272512e+03 3.26e+01 2.31e-02 -1.7 9.77e+04 - 1.00e+00 1.00e+00H 1
487 -5.0271857e+03 2.82e+01 2.48e-03 -1.7 3.02e+04 - 1.00e+00 1.00e+00h 1
488 -5.0271851e+03 1.47e+00 3.69e-05 -1.7 6.52e+03 - 1.00e+00 1.00e+00h 1
489 -5.0094366e+03 1.07e+01 1.59e+01 -2.5 1.38e+04 - 7.70e-01 9.25e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
490 -5.0036201e+03 2.29e+02 4.43e+00 -2.5 2.20e+04 - 8.11e-01 1.00e+00h 1
491 -5.0024156e+03 8.96e+01 2.25e+00 -2.5 2.10e+04 - 4.94e-01 1.00e+00h 1
492 -5.0023961e+03 2.36e+01 6.30e-03 -2.5 3.44e+03 - 1.00e+00 1.00e+00h 1
493 -5.0024076e+03 2.39e+01 3.59e-03 -2.5 3.41e+03 - 1.00e+00 1.00e+00h 1
494 -5.0024190e+03 6.65e+00 8.00e-04 -2.5 1.39e+03 - 1.00e+00 1.00e+00h 1
495 -5.0024268e+03 1.14e+00 1.75e-04 -2.5 7.82e+02 - 1.00e+00 1.00e+00h 1
496 -5.0024295e+03 8.85e-02 1.32e-05 -2.5 2.52e+02 - 1.00e+00 1.00e+00h 1
497 -5.0024297e+03 6.62e-04 1.27e-07 -2.5 2.30e+01 - 1.00e+00 1.00e+00h 1
498 -4.9972096e+03 9.60e+01 3.29e+00 -3.8 4.57e+04 - 6.82e-01 8.89e-01f 1
499 -4.9954865e+03 2.94e+02 9.90e-01 -3.8 7.97e+04 - 8.02e-01 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
500 -4.9951638e+03 1.75e+02 8.02e-04 -3.8 8.12e+04 - 1.00e+00 1.00e+00h 1
501 -4.9952043e+03 1.07e+01 1.42e-01 -3.8 6.19e+02 -5.5 3.32e-01 1.00e+00h 1
502 -4.9952026e+03 1.06e+00 3.23e-03 -3.8 1.43e+01 -5.1 1.00e+00 9.79e-01h 1
503 -4.9952026e+03 1.20e-01 2.64e-03 -3.8 1.77e+00 -5.6 1.00e+00 1.00e+00h 1
504 -4.9951443e+03 1.21e+01 1.37e-03 -3.8 1.48e+04 - 1.00e+00 1.00e+00H 1
505 -4.9951561e+03 2.87e-01 4.04e-04 -3.8 2.32e+03 - 1.00e+00 1.00e+00h 1
506 -4.9951577e+03 6.41e-02 1.09e-04 -3.8 3.12e+02 - 1.00e+00 1.00e+00H 1
507 -4.9951566e+03 4.75e-01 8.97e-05 -3.8 3.12e+01 - 1.00e+00 1.00e+00h 1
508 -4.9951589e+03 6.92e-02 1.65e-04 -3.8 1.56e+01 - 1.00e+00 1.00e+00h 1
509 -4.9951588e+03 3.02e-04 1.04e-06 -3.8 1.24e+00 -6.1 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
510 -4.9947941e+03 4.39e+01 2.87e-02 -5.7 5.58e+04 - 7.16e-01 6.80e-01f 1
511 -4.9947546e+03 3.60e+01 6.39e-02 -5.7 2.91e+04 - 4.78e-01 2.22e-01h 1
512 -4.9947011e+03 2.64e+01 3.57e-02 -5.7 2.39e+04 - 3.55e-01 3.95e-01h 1
513 -4.9946793e+03 1.94e+01 3.68e-02 -5.7 1.46e+04 - 5.96e-01 3.13e-01h 1
514 -4.9946521e+03 1.07e+01 1.67e-02 -5.7 1.02e+04 - 7.37e-01 6.02e-01h 1
515 -4.9946399e+03 3.27e+00 1.80e-02 -5.7 3.85e+03 - 1.00e+00 8.09e-01h 1
516 -4.9946385e+03 2.71e-01 3.38e-05 -5.7 1.71e+03 - 1.00e+00 1.00e+00h 1
517 -4.9946387e+03 6.88e-03 1.10e-06 -5.7 2.12e+02 - 1.00e+00 1.00e+00h 1
518 -4.9946387e+03 1.31e-05 9.14e-09 -5.7 5.64e+00 - 1.00e+00 1.00e+00h 1
519 -4.9946353e+03 1.18e-01 5.26e-03 -8.6 1.79e+03 - 8.84e-01 6.65e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
520 -4.9946345e+03 6.40e-02 6.14e-03 -8.6 1.39e+03 - 8.80e-01 5.25e-01h 1
521 -4.9946341e+03 2.83e-02 5.64e-03 -8.6 1.08e+03 - 8.61e-01 5.86e-01h 1
522 -4.9946340e+03 9.00e-03 9.56e-03 -8.6 9.34e-01 -6.6 8.88e-01 6.83e-01h 1
523 -4.9946340e+03 9.00e-03 3.00e-02 -8.6 6.99e+05 - 1.85e-01 6.37e-07h 1
524 -4.9946340e+03 8.95e-03 1.38e-01 -8.6 8.70e+02 - 1.00e+00 5.09e-03h 1
525 -4.9946339e+03 1.18e-02 9.64e-02 -8.6 9.33e+02 - 1.00e+00 5.91e-01h 1
526 -4.9946339e+03 5.61e-03 1.17e-01 -8.6 3.89e+02 - 1.00e+00 5.75e-01h 1
527 -4.9946339e+03 5.60e-03 1.17e-01 -8.6 5.66e+02 -7.0 3.61e-03 9.21e-04h 1
528 -4.9946339e+03 5.56e-03 1.21e-01 -8.6 1.69e+02 - 3.59e-02 8.02e-03h 1
529 -4.9946339e+03 4.65e-03 7.43e-02 -8.6 1.68e+02 - 1.81e-02 1.62e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
530 -4.9946339e+03 4.40e-03 1.28e-01 -8.6 1.41e+02 - 3.44e-01 5.38e-02h 1
531 -4.9946339e+03 1.47e-03 3.53e-02 -8.6 1.33e+02 - 6.18e-01 6.66e-01h 1
532 -4.9946339e+03 3.01e-04 2.52e-02 -8.6 4.50e+01 - 9.59e-01 7.96e-01f 1
533 -4.9946339e+03 1.51e-04 2.05e-02 -8.6 9.38e+00 - 1.00e+00 5.00e-01f 2
534 -4.9946339e+03 7.50e-06 3.96e-05 -8.6 4.68e+00 - 9.63e-01 1.00e+00h 1
535 -4.9946339e+03 4.41e-04 1.13e-03 -8.6 1.55e+01 -7.5 1.84e-01 7.31e-02h 3
536 -4.9946339e+03 4.30e-04 7.29e-04 -8.6 3.49e+00 - 1.00e+00 2.66e-02h 2
537 -4.9946339e+03 3.32e-04 6.96e-07 -8.6 9.88e-01 - 1.00e+00 1.00e+00h 1
538 -4.9946339e+03 1.07e-07 2.38e-08 -8.6 1.58e-02 - 1.00e+00 1.00e+00h 1
539 -4.9946339e+03 1.33e-09 2.69e-08 -8.6 1.81e-03 - 1.00e+00 1.00e+00h 1
Number of Iterations....: 539
(scaled) (unscaled)
Objective...............: 4.9946338605973042e+03 -4.9946338605973042e+03
Dual infeasibility......: 2.6895166908673385e-08 2.6895166908673385e-08
Constraint violation....: 1.3257022146717645e-09 1.3257022146717645e-09
Variable bound violation: 0.0000000000000000e+00 0.0000000000000000e+00
Complementarity.........: 2.5059035658184049e-09 2.5059035658184049e-09
Overall NLP error.......: 2.5059035658184049e-09 2.6895166908673385e-08
Number of objective function evaluations = 629
Number of objective gradient evaluations = 536
Number of equality constraint evaluations = 629
Number of inequality constraint evaluations = 629
Number of equality constraint Jacobian evaluations = 547
Number of inequality constraint Jacobian evaluations = 547
Number of Lagrangian Hessian evaluations = 539
Total seconds in IPOPT = 39.095
EXIT: Optimal Solution Found.
This is Ipopt version 3.14.17, running with linear solver MUMPS 5.7.3.
Number of nonzeros in equality constraint Jacobian...: 62541
Number of nonzeros in inequality constraint Jacobian.: 7173
Number of nonzeros in Lagrangian Hessian.............: 14641
Total number of variables............................: 19765
variables with only lower bounds: 10854
variables with lower and upper bounds: 2916
variables with only upper bounds: 0
Total number of equality constraints.................: 16905
Total number of inequality constraints...............: 5253
inequality constraints with only lower bounds: 3159
inequality constraints with lower and upper bounds: 0
inequality constraints with only upper bounds: 2094
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
0 0.0000000e+00 6.28e+03 1.00e+00 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0
1 8.3194262e+01 6.28e+03 5.30e+03 -1.0 8.38e+08 - 4.32e-08 2.38e-06f 1
2 8.9073263e+01 6.28e+03 5.36e+03 -1.0 1.98e+08 - 1.16e-06 7.43e-07f 1
3 1.4008239e+02 6.28e+03 7.83e+03 -1.0 1.53e+08 - 8.26e-07 8.41e-06f 1
4 1.4098510e+02 6.28e+03 7.76e+03 -1.0 2.21e+07 - 1.58e-06 1.35e-06f 3
5 1.3984591e+02 6.28e+03 7.67e+03 -1.0 1.08e+07 - 1.51e-06 1.51e-06s 5
6 1.3449070e+02 6.28e+03 7.51e+03 -1.0 5.60e+07 - 1.96e-06 1.96e-06s 5
7r 1.3449070e+02 6.28e+03 9.99e+02 3.8 0.00e+00 - 0.00e+00 0.00e+00R 1
8r 8.5837275e+01 6.22e+03 9.99e+02 3.8 9.44e+05 - 4.40e-06 2.23e-04f 1
9r-1.3717220e+03 4.48e+03 2.93e+03 1.7 9.45e+05 - 1.52e-01 6.66e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
10 -1.3671132e+03 4.47e+03 5.32e+00 -1.0 4.50e+05 - 3.45e-05 5.93e-04h 1
11 -1.3671748e+03 4.47e+03 5.47e+00 -1.0 2.27e+05 - 2.20e-04 4.05e-05h 1
12 -1.3673634e+03 4.47e+03 7.17e+00 -1.0 2.27e+05 - 3.55e-04 1.49e-04h 1
13 -1.3676059e+03 4.47e+03 9.97e+00 -1.0 2.11e+05 - 3.20e-04 2.62e-04h 1
14 -1.3674863e+03 4.47e+03 2.11e+01 -1.0 1.78e+05 - 3.03e-05 4.73e-04f 1
15 -1.3678497e+03 4.47e+03 1.82e+01 -1.0 1.26e+05 - 1.93e-04 4.78e-04f 1
16 -1.3678983e+03 4.47e+03 5.71e+01 -1.0 9.39e+04 - 2.81e-04 1.07e-05h 1
17 -1.3706864e+03 4.47e+03 1.67e+01 -1.0 9.63e+04 - 1.72e-04 5.52e-04f 1
18 -1.3817126e+03 4.46e+03 5.84e+01 -1.0 7.06e+04 - 4.49e-04 1.82e-03f 1
19 -1.3996161e+03 4.45e+03 6.94e+01 -1.0 4.87e+04 - 1.97e-03 2.32e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
20 -1.4054188e+03 4.44e+03 3.72e+01 -1.0 4.89e+04 - 2.04e-03 7.60e-04h 1
21 -1.4057018e+03 4.44e+03 4.55e+01 -1.0 3.07e+04 - 2.09e-04 3.71e-05h 1
22 -1.4074906e+03 4.44e+03 3.92e+01 -1.0 3.90e+04 - 2.10e-04 2.34e-04h 1
23 -1.4110235e+03 4.44e+03 4.19e+01 -1.0 4.15e+04 - 1.98e-04 4.57e-04f 1
24 -1.4142455e+03 4.44e+03 4.62e+01 -1.0 2.51e+04 - 3.07e-04 4.11e-04f 1
25 -1.4461504e+03 4.42e+03 1.84e+02 -1.0 1.33e+04 - 6.37e-04 4.13e-03h 1
26 -1.4584103e+03 4.41e+03 2.05e+02 -1.0 1.65e+04 - 1.25e-03 1.78e-03h 1
27 -1.4719333e+03 4.40e+03 2.48e+02 -1.0 1.90e+04 - 8.17e-04 2.02e-03h 1
28 -1.4754469e+03 4.40e+03 2.35e+02 -1.0 1.98e+04 - 8.83e-04 5.33e-04h 1
29 -1.4765846e+03 4.40e+03 2.20e+02 -1.0 1.48e+04 - 5.06e-04 1.71e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
30 -1.4821778e+03 4.40e+03 2.39e+02 -1.0 1.46e+04 - 3.97e-04 8.41e-04h 1
31 -1.4822536e+03 4.40e+03 2.40e+02 -1.0 6.98e+03 - 2.06e-04 1.09e-05h 1
32r-1.4822536e+03 4.40e+03 9.99e+02 3.6 0.00e+00 - 0.00e+00 2.96e-07R 6
33r-3.8507241e+03 1.98e+03 9.99e+02 3.6 3.89e+06 - 2.58e-05 6.20e-04f 1
34 -3.8553425e+03 1.98e+03 6.80e+02 -1.0 3.57e+04 - 3.96e-03 1.04e-03h 1
35 -3.8564617e+03 1.98e+03 1.54e+03 -1.0 1.22e+05 - 3.14e-04 1.14e-04h 1
36 -3.8584835e+03 1.98e+03 1.12e+03 -1.0 3.74e+05 - 7.80e-06 1.68e-04h 1
37 -3.8611991e+03 1.98e+03 1.12e+03 -1.0 5.02e+05 - 2.70e-04 2.15e-04h 1
38r-3.8611991e+03 1.98e+03 9.99e+02 3.3 0.00e+00 - 0.00e+00 3.09e-07R 4
39r-4.2752929e+03 1.57e+03 9.98e+02 3.3 1.97e+06 - 5.51e-04 2.11e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
40 -4.2755551e+03 1.57e+03 3.76e+02 -1.0 1.57e+04 - 1.74e-02 4.63e-05h 1
41 -4.2757009e+03 1.57e+03 6.54e+03 -1.0 3.07e+04 - 4.10e-04 2.35e-05h 1
42 -4.2778271e+03 1.56e+03 1.66e+03 -1.0 7.57e+04 - 5.17e-05 2.46e-04h 1
43 -4.2793694e+03 1.56e+03 7.18e+03 -1.0 8.62e+04 - 3.39e-04 1.69e-04h 1
44 -4.2811246e+03 1.56e+03 1.86e+04 -1.0 6.25e+04 - 5.15e-04 2.10e-04h 1
45 -4.2824228e+03 1.56e+03 5.52e+04 -1.0 4.82e+04 - 8.68e-04 1.69e-04h 1
46 -4.2848158e+03 1.56e+03 3.81e+04 -1.0 4.35e+04 - 2.96e-04 4.72e-04h 1
47 -4.2842920e+03 1.56e+03 4.38e+04 -1.0 4.24e+05 - 6.04e-05 3.94e-05h 1
48 -4.2830975e+03 1.56e+03 4.82e+04 -1.0 6.22e+05 - 7.02e-05 5.50e-05h 1
49 -4.2804543e+03 1.56e+03 6.37e+04 -1.0 8.93e+05 - 1.34e-04 8.29e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
50 -4.2736070e+03 1.56e+03 6.20e+04 -1.0 1.28e+06 - 1.53e-04 1.59e-04f 1
51 -4.2695469e+03 1.56e+03 9.19e+04 -1.0 1.27e+06 - 2.18e-04 1.03e-04f 2
52 -4.2658482e+03 1.56e+03 1.28e+05 -1.0 1.04e+06 - 2.65e-04 1.20e-04f 2
53 -4.2637519e+03 1.56e+03 1.81e+05 -1.0 8.13e+05 - 3.16e-04 9.18e-05f 3
54 -4.2623212e+03 1.56e+03 2.44e+05 -1.0 6.75e+05 - 3.54e-04 7.86e-05f 4
55 -4.2613471e+03 1.56e+03 2.32e+05 -1.0 5.80e+05 - 1.17e-05 6.40e-05f 5
56 -4.2467082e+03 1.56e+03 4.79e+03 -1.0 5.22e+05 - 1.56e-05 1.09e-03f 1
57 -4.2465916e+03 1.56e+03 5.67e+04 -1.0 1.35e+05 - 7.22e-04 4.05e-04f 1
58 -4.2470263e+03 1.56e+03 1.32e+05 -1.0 1.56e+05 - 9.84e-04 5.59e-04f 1
59 -4.2470831e+03 1.56e+03 2.75e+05 -1.0 1.75e+05 - 8.84e-04 2.54e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
60 -4.2481817e+03 1.56e+03 2.00e+05 -1.0 1.59e+05 - 1.06e-05 4.58e-04f 1
61 -4.2487856e+03 1.56e+03 1.71e+05 -1.0 1.65e+05 - 6.75e-05 2.47e-04f 1
62 -4.2491591e+03 1.56e+03 2.02e+05 -1.0 1.69e+05 - 3.42e-04 1.52e-04h 1
63 -4.2492539e+03 1.56e+03 1.97e+05 -1.0 7.26e+05 - 6.82e-06 3.76e-05f 1
64 -4.2493023e+03 1.56e+03 2.58e+05 -1.0 1.04e+05 -2.0 8.57e-05 2.47e-05f 1
65 -4.2493877e+03 1.56e+03 2.49e+05 -1.0 4.46e+05 -2.5 1.98e-05 3.81e-05f 1
66 -4.2493944e+03 1.56e+03 2.51e+05 -1.0 1.55e+06 - 1.56e-05 2.48e-06f 2
67 -4.2496463e+03 1.56e+03 2.34e+05 -1.0 1.61e+05 - 1.59e-05 1.04e-04f 1
68 -4.2501083e+03 1.56e+03 2.05e+05 -1.0 1.75e+05 - 4.12e-05 1.91e-04f 1
69 -4.2502892e+03 1.56e+03 2.48e+05 -1.0 1.73e+05 - 2.83e-04 7.47e-05h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
70 -4.2508081e+03 1.56e+03 2.03e+05 -1.0 1.74e+05 - 1.95e-05 2.20e-04f 1
71 -4.2509691e+03 1.56e+03 2.47e+05 -1.0 1.85e+05 - 2.50e-04 6.95e-05h 2
72 -4.2512191e+03 1.56e+03 2.18e+05 -1.0 1.89e+05 - 5.28e-06 1.13e-04f 2
73 -4.2514126e+03 1.56e+03 2.18e+05 -1.0 1.92e+05 - 8.71e-05 8.76e-05f 2
74 -4.2516607e+03 1.56e+03 2.43e+05 -1.0 1.90e+05 - 2.05e-04 1.14e-04f 1
75 -4.2517465e+03 1.56e+03 2.52e+05 -1.0 5.81e+05 - 8.76e-05 3.54e-05f 1
76 -4.2518321e+03 1.56e+03 2.68e+05 -1.0 5.91e+05 - 1.24e-04 3.53e-05h 1
77 -4.2518928e+03 1.56e+03 2.78e+05 -1.0 2.15e+05 - 6.22e-05 3.23e-05h 2
78 -4.2519252e+03 1.56e+03 2.59e+05 -1.0 2.24e+05 - 3.10e-06 5.67e-05f 2
79 -4.2519397e+03 1.56e+03 2.51e+05 -1.0 2.29e+05 - 3.33e-05 5.52e-05h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
80 -4.2519537e+03 1.56e+03 2.30e+05 -1.0 2.34e+05 - 1.59e-05 6.90e-05f 2
81 -4.2519654e+03 1.56e+03 2.61e+05 -1.0 2.40e+05 - 1.52e-04 7.42e-05h 2
82 -4.2519668e+03 1.55e+03 2.33e+05 -1.0 2.48e+05 - 1.15e-04 1.79e-04f 1
83 -4.2519612e+03 1.55e+03 2.42e+05 -1.0 2.92e+05 - 8.39e-05 6.70e-05h 2
84 -4.2519563e+03 1.55e+03 2.41e+05 -1.0 3.17e+05 - 7.17e-05 7.25e-05f 2
85 -4.2519733e+03 1.55e+03 2.28e+05 -1.0 3.01e+05 - 6.94e-05 9.41e-05f 1
86 -4.2520437e+03 1.55e+03 3.10e+05 -1.0 3.06e+05 - 1.81e-04 4.07e-05h 1
87 -4.2523325e+03 1.55e+03 1.98e+05 -1.0 3.10e+05 - 3.09e-06 1.79e-04f 1
88 -4.2523923e+03 1.55e+03 3.62e+05 -1.0 3.47e+05 - 2.66e-04 3.86e-05h 2
89 -4.2525172e+03 1.55e+03 2.91e+05 -1.0 3.48e+05 - 3.68e-06 9.32e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
90r-4.2525172e+03 1.55e+03 1.00e+03 3.2 0.00e+00 - 0.00e+00 2.39e-09R 10
91r-4.2891482e+03 1.52e+03 1.00e+03 3.2 1.55e+06 - 3.71e-06 2.37e-05f 1
92r-5.7877072e+03 8.18e+02 1.00e+03 1.1 1.51e+06 - 8.27e-04 9.96e-04f 1
93 -5.7877138e+03 8.18e+02 3.93e+00 -1.0 1.76e+04 - 4.05e-05 4.60e-06h 2
94r-5.7877138e+03 8.18e+02 9.99e+02 2.9 0.00e+00 - 0.00e+00 2.92e-07R 5
95r-5.7877308e+03 8.15e+02 1.06e+03 2.9 1.74e+05 - 2.29e-06 6.72e-05f 1
96r-5.7884018e+03 8.14e+02 1.28e+03 0.8 9.94e+00 2.0 7.79e-01 1.51e-01f 1
97r-5.7888366e+03 8.13e+02 1.02e+03 0.8 2.98e+01 1.5 1.88e-01 3.25e-02f 1
98r-5.7919013e+03 8.09e+02 9.91e+02 0.8 8.84e+01 1.0 1.10e-01 8.09e-02f 1
99r-5.7961537e+03 8.35e+02 9.87e+02 0.8 2.54e+02 0.6 8.00e-02 5.13e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
100r-5.7977609e+03 8.70e+02 9.82e+02 0.8 9.62e+01 1.0 1.18e-01 5.62e-02f 1
101r-5.7981797e+03 8.85e+02 9.73e+02 0.8 2.59e+02 0.5 7.48e-02 1.76e-02f 1
102r-5.7990539e+03 9.31e+02 9.59e+02 0.8 9.94e+01 0.9 1.54e-01 7.29e-02f 1
103r-5.7994895e+03 9.64e+02 9.40e+02 0.8 3.71e+01 1.4 3.21e-01 9.58e-02f 1
104r-5.7996948e+03 1.01e+03 9.26e+02 0.8 1.01e+02 0.9 1.31e-01 8.57e-02f 1
105r-5.7998240e+03 1.03e+03 9.15e+02 0.8 3.83e+01 1.3 4.16e-01 8.53e-02f 1
106r-5.8000475e+03 1.08e+03 8.87e+02 0.8 1.47e+01 1.7 8.41e-01 2.77e-01f 1
107r-5.8001219e+03 1.12e+03 8.69e+02 0.8 4.29e+01 1.3 2.98e-01 1.80e-01f 1
108r-5.8001823e+03 1.15e+03 8.54e+02 0.8 1.63e+01 1.7 5.85e-01 2.11e-01f 1
109r-5.8002155e+03 1.17e+03 8.45e+02 0.8 4.81e+01 1.2 1.57e-01 1.41e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
110r-5.8002412e+03 1.18e+03 8.38e+02 0.8 1.81e+01 1.6 2.59e-01 1.43e-01f 1
111r-5.8002747e+03 1.19e+03 8.28e+02 0.8 6.89e+00 2.1 1.00e+00 2.42e-01f 1
112r-5.8002985e+03 1.21e+03 8.21e+02 0.8 2.04e+01 1.6 3.42e-01 1.99e-01f 1
113r-5.8003070e+03 1.21e+03 8.19e+02 0.8 6.12e+01 1.1 1.64e-01 7.04e-02f 1
114r-5.8003185e+03 1.22e+03 8.15e+02 0.8 2.30e+01 1.5 8.96e-01 1.26e-01f 1
115r-5.8003197e+03 1.22e+03 8.15e+02 0.8 7.00e+01 1.1 6.54e-02 1.17e-02f 1
116r-5.8003377e+03 1.23e+03 8.09e+02 0.8 2.61e+01 1.5 1.00e+00 2.23e-01f 1
117r-5.8003598e+03 1.23e+03 8.09e+02 0.8 9.88e+00 1.9 1.00e+00 4.03e-01f 1
118r-5.8003603e+03 1.23e+03 8.09e+02 0.8 1.05e+02 1.4 3.18e-02 8.94e-03f 1
119r-5.8003706e+03 1.24e+03 8.09e+02 0.8 8.94e+01 1.0 2.31e-01 1.30e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
120r-5.8003749e+03 1.24e+03 8.09e+02 0.8 3.34e+01 1.4 8.12e-01 9.30e-02f 1
121r-5.8003949e+03 1.25e+03 8.12e+02 0.8 1.25e+01 1.8 1.00e+00 6.48e-01f 1
122r-5.8003992e+03 1.25e+03 8.09e+02 0.8 3.76e+01 1.3 4.01e-01 1.43e-01f 1
123r-5.8004057e+03 1.25e+03 8.10e+02 0.8 1.41e+01 1.8 1.00e+00 4.18e-01f 1
124r-5.8004089e+03 1.25e+03 8.10e+02 0.8 4.20e+01 1.3 3.41e-01 1.13e-01f 1
125 -5.8007700e+03 1.25e+03 2.00e+00 -1.0 1.57e+04 - 2.99e-04 1.79e-04h 1
126 -5.8012667e+03 1.25e+03 2.13e+00 -1.0 9.69e+03 - 1.27e-04 3.34e-04h 1
127 -5.8013849e+03 1.25e+03 4.28e+00 -1.0 8.33e+03 - 2.55e-04 9.14e-05h 1
128 -5.8015527e+03 1.25e+03 8.32e+00 -1.0 1.24e+04 - 2.13e-04 1.25e-04h 1
129 -5.8018868e+03 1.25e+03 6.48e+00 -1.0 1.14e+04 - 2.22e-04 2.62e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
130 -5.8019832e+03 1.25e+03 1.76e+01 -1.0 1.12e+04 - 2.63e-04 7.82e-05h 1
131 -5.8021591e+03 1.25e+03 2.44e+01 -1.0 1.35e+04 - 2.10e-04 1.41e-04h 1
132 -5.8024200e+03 1.25e+03 2.40e+01 -1.0 1.57e+04 - 2.10e-04 2.13e-04h 1
133 -5.8027958e+03 1.25e+03 1.67e+01 -1.0 1.58e+04 - 2.79e-04 3.48e-04h 1
134 -5.8030135e+03 1.25e+03 3.58e+01 -1.0 1.62e+04 - 4.02e-04 2.37e-04h 1
135 -5.8039301e+03 1.25e+03 5.21e+01 -1.0 1.62e+04 - 4.32e-04 1.12e-03h 1
136 -5.8047387e+03 1.25e+03 8.53e+01 -1.0 1.74e+04 - 9.70e-04 1.29e-03h 1
137 -5.8051786e+03 1.25e+03 1.82e+01 -1.0 1.86e+04 - 1.51e-03 8.40e-04h 1
138 -5.8052101e+03 1.25e+03 5.46e+01 -1.0 1.91e+04 - 2.52e-04 6.68e-05h 1
139 -5.8063117e+03 1.25e+03 2.82e+02 -1.0 1.92e+04 - 1.78e-04 2.37e-03h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
140 -5.8070635e+03 1.24e+03 2.87e+02 -1.0 2.03e+04 - 1.57e-03 1.75e-03h 1
141 -5.8071022e+03 1.24e+03 2.80e+02 -1.0 1.80e+04 - 1.20e-03 9.90e-05h 1
142 -5.8078131e+03 1.24e+03 2.88e+02 -1.0 1.91e+04 - 1.04e-04 1.89e-03h 1
143 -5.8081576e+03 1.24e+03 3.44e+02 -1.0 2.07e+04 - 1.83e-04 9.53e-04h 1
144 -5.8081651e+03 1.24e+03 3.21e+02 -1.0 2.24e+04 - 2.75e-04 2.23e-05h 1
145 -5.8081956e+03 1.24e+03 3.20e+02 -1.0 2.43e+04 - 1.19e-04 1.04e-04h 1
146 -5.8082221e+03 1.24e+03 3.27e+02 -1.0 2.28e+04 - 2.36e-05 1.10e-04h 1
147 -5.8082351e+03 1.24e+03 3.19e+02 -1.0 2.20e+04 - 1.55e-04 5.67e-05h 1
148 -5.8082624e+03 1.24e+03 3.28e+02 -1.0 2.02e+04 - 4.76e-05 1.64e-04f 1
149 -5.8082735e+03 1.24e+03 3.25e+02 -1.0 1.93e+04 - 1.20e-04 8.48e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
150 -5.8082899e+03 1.24e+03 3.30e+02 -1.0 1.82e+04 - 1.16e-04 1.88e-04f 1
151 -5.8082936e+03 1.24e+03 3.28e+02 -1.0 1.62e+04 - 1.74e-04 1.46e-04f 1
152 -5.8082780e+03 1.24e+03 3.34e+02 -1.0 1.39e+04 - 1.18e-04 2.33e-04f 1
153 -5.8082443e+03 1.24e+03 3.40e+02 -1.0 1.17e+04 - 7.63e-05 2.32e-04f 1
154 -5.8081966e+03 1.24e+03 3.39e+02 -1.0 1.00e+04 - 2.40e-04 2.15e-04f 1
155 -5.8081523e+03 1.24e+03 3.38e+02 -1.0 8.35e+03 - 1.92e-04 1.58e-04f 1
156 -5.8080526e+03 1.24e+03 3.43e+02 -1.0 7.34e+03 - 1.37e-04 3.02e-04f 1
157 -5.8079065e+03 1.24e+03 3.48e+02 -1.0 6.48e+03 - 1.37e-04 3.50e-04f 1
158 -5.8077065e+03 1.24e+03 3.51e+02 -1.0 5.82e+03 - 1.98e-04 3.93e-04f 1
159 -5.8075402e+03 1.24e+03 3.51e+02 -1.0 5.28e+03 - 2.80e-04 2.58e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
160 -5.8071631e+03 1.23e+03 3.55e+02 -1.0 4.94e+03 - 2.12e-04 4.95e-04f 1
161 -5.8068526e+03 1.23e+03 3.60e+02 -1.0 4.65e+03 - 3.76e-05 3.58e-04f 1
162 -5.8063778e+03 1.23e+03 3.61e+02 -1.0 4.66e+03 - 4.94e-04 5.31e-04f 1
163 -5.8061439e+03 1.23e+03 3.62e+02 -1.0 4.65e+03 - 1.42e-04 2.46e-04f 1
164 -5.8061263e+03 1.23e+03 3.57e+02 -1.0 4.58e+03 - 3.48e-04 1.90e-05h 1
165 -5.8058742e+03 1.23e+03 3.61e+02 -1.0 4.59e+03 - 1.74e-05 2.60e-04f 1
166 -5.8058636e+03 1.23e+03 3.60e+02 -1.0 4.59e+03 - 7.10e-05 1.07e-05h 1
167 -5.8057802e+03 1.23e+03 3.61e+02 -1.0 7.56e+03 - 2.38e-05 7.94e-05f 1
168 -5.8055003e+03 1.23e+03 3.63e+02 -1.0 7.59e+03 - 6.03e-05 2.69e-04f 1
169 -5.8053751e+03 1.23e+03 3.63e+02 -1.0 7.59e+03 - 1.73e-04 1.22e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
170 -5.8045501e+03 1.23e+03 5.49e+02 -1.0 7.59e+03 - 1.21e-05 7.61e-04f 1
171 -5.8042488e+03 1.23e+03 4.02e+02 -1.0 7.58e+03 - 6.35e-04 2.74e-04f 1
172 -5.8039144e+03 1.23e+03 4.54e+02 -1.0 7.58e+03 - 1.35e-04 2.98e-04f 1
173 -5.8035148e+03 1.23e+03 3.88e+02 -1.0 7.58e+03 - 5.82e-04 3.55e-04f 1
174 -5.8033946e+03 1.23e+03 3.62e+02 -1.0 7.57e+03 - 4.61e-04 1.05e-04f 1
175 -5.8033094e+03 1.23e+03 3.62e+02 -1.0 7.57e+03 - 7.32e-05 7.34e-05f 1
176 -5.8018360e+03 1.23e+03 5.32e+02 -1.0 7.57e+03 - 1.34e-04 1.26e-03f 1
177 -5.8015593e+03 1.23e+03 5.10e+02 -1.0 7.56e+03 - 3.71e-04 2.32e-04f 1
178 -5.8002302e+03 1.23e+03 6.50e+02 -1.0 7.56e+03 - 1.19e-04 1.10e-03f 1
179 -5.8001997e+03 1.23e+03 6.34e+02 -1.0 7.55e+03 - 1.58e-04 2.53e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
180 -5.7992011e+03 1.23e+03 7.28e+02 -1.0 7.55e+03 - 4.35e-06 8.05e-04f 1
181 -5.7983891e+03 1.23e+03 6.76e+02 -1.0 7.55e+03 - 1.13e-03 6.52e-04h 1
182 -5.7982546e+03 1.23e+03 6.66e+02 -1.0 7.54e+03 - 2.14e-04 1.07e-04h 1
183 -5.7979185e+03 1.22e+03 6.71e+02 -1.0 7.54e+03 - 2.11e-04 2.65e-04h 1
184 -5.7975888e+03 1.22e+03 6.73e+02 -1.0 7.54e+03 - 2.29e-04 2.60e-04h 1
185 -5.7975699e+03 1.22e+03 6.68e+02 -1.0 7.54e+03 - 7.75e-05 1.45e-05h 1
186 -5.7973611e+03 1.22e+03 6.79e+02 -1.0 7.54e+03 - 1.57e-05 1.57e-04f 1
187 -5.7959276e+03 1.22e+03 7.51e+02 -1.0 7.54e+03 - 7.94e-05 1.08e-03h 1
188 -5.7949224e+03 1.22e+03 7.63e+02 -1.0 7.53e+03 - 5.79e-04 7.75e-04h 1
189 -5.7940161e+03 1.22e+03 8.27e+02 -1.0 7.52e+03 - 2.04e-04 6.98e-04h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
190 -5.7939485e+03 1.22e+03 7.52e+02 -1.0 7.52e+03 - 7.81e-04 5.19e-05h 1
191 -5.7938026e+03 1.22e+03 7.54e+02 -1.0 1.08e+04 - 8.34e-06 4.61e-05h 1
192 -5.7936761e+03 1.22e+03 7.55e+02 -1.0 1.00e+04 - 5.53e-06 2.92e-05h 1
193 -5.7935581e+03 1.22e+03 7.56e+02 -1.0 9.27e+03 - 1.77e-05 2.47e-05h 1
194 -5.7934148e+03 1.22e+03 7.56e+02 -1.0 7.51e+03 - 1.72e-05 2.79e-05h 1
195 -5.7932328e+03 1.22e+03 7.57e+02 -1.0 7.51e+03 - 1.51e-05 3.35e-05h 1
196 -5.7930724e+03 1.22e+03 7.57e+02 -1.0 7.51e+03 - 1.55e-05 2.83e-05h 1
197 -5.7928768e+03 1.22e+03 7.58e+02 -1.0 7.51e+03 - 1.75e-05 3.37e-05h 1
198 -5.7926443e+03 1.22e+03 7.59e+02 -1.0 7.51e+03 - 1.63e-05 3.94e-05f 1
199 -5.7923526e+03 1.22e+03 7.60e+02 -1.0 7.51e+03 - 2.66e-05 4.98e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
200 -5.7921014e+03 1.22e+03 7.61e+02 -1.0 7.51e+03 - 2.16e-05 4.34e-05h 1
201 -5.7920182e+03 1.22e+03 7.61e+02 -1.0 7.51e+03 - 1.39e-05 1.41e-05h 1
202 -5.7918855e+03 1.22e+03 7.62e+02 -1.0 7.51e+03 - 6.12e-06 2.21e-05h 1
203 -5.7917287e+03 1.22e+03 7.62e+02 -1.0 7.51e+03 - 2.07e-05 2.58e-05h 1
204 -5.7915384e+03 1.22e+03 7.63e+02 -1.0 7.51e+03 - 1.12e-05 3.07e-05h 1
205 -5.7914358e+03 1.22e+03 7.63e+02 -1.0 7.51e+03 - 1.18e-05 1.63e-05h 1
206 -5.7912761e+03 1.22e+03 7.63e+02 -1.0 7.51e+03 - 1.40e-05 2.49e-05f 1
207 -5.7911345e+03 1.22e+03 7.64e+02 -1.0 7.51e+03 - 1.20e-05 2.19e-05h 1
208 -5.7908268e+03 1.22e+03 7.65e+02 -1.0 7.51e+03 - 1.35e-05 4.69e-05f 1
209 -5.7907437e+03 1.22e+03 7.65e+02 -1.0 7.51e+03 - 1.56e-05 1.26e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
210 -5.7903836e+03 1.22e+03 7.67e+02 -1.0 7.51e+03 - 4.46e-06 5.39e-05f 1
211 -5.7903792e+03 1.22e+03 7.66e+02 -1.0 7.51e+03 - 8.24e-06 6.60e-07h 4
212 -5.7900327e+03 1.22e+03 7.68e+02 -1.0 7.51e+03 - 2.88e-06 5.14e-05f 1
213 -5.7899246e+03 1.22e+03 7.68e+02 -1.0 7.51e+03 - 3.30e-05 1.61e-05h 1
214 -5.7896910e+03 1.22e+03 7.69e+02 -1.0 7.51e+03 - 3.10e-06 3.44e-05f 1
215 -5.7893551e+03 1.22e+03 7.69e+02 -1.0 7.51e+03 - 4.16e-05 4.97e-05f 1
216 -5.7893300e+03 1.22e+03 7.69e+02 -1.0 7.51e+03 - 6.22e-06 3.70e-06f 2
217 -5.7889629e+03 1.22e+03 7.71e+02 -1.0 7.51e+03 - 3.37e-06 5.38e-05f 1
218 -5.7887745e+03 1.22e+03 7.70e+02 -1.0 7.51e+03 - 5.32e-05 2.78e-05f 1
219 -5.7885794e+03 1.22e+03 7.71e+02 -1.0 7.51e+03 - 2.90e-06 2.84e-05f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
220 -5.7881362e+03 1.22e+03 7.72e+02 -1.0 7.51e+03 - 3.61e-05 6.48e-05f 1
221 -5.7881251e+03 1.22e+03 7.72e+02 -1.0 7.51e+03 - 6.46e-06 1.62e-06h 3
222 -5.7878182e+03 1.22e+03 7.73e+02 -1.0 7.51e+03 - 2.72e-06 4.44e-05f 1
223 -5.7874863e+03 1.22e+03 7.73e+02 -1.0 7.51e+03 - 4.85e-05 4.83e-05f 1
224 -5.7874579e+03 1.22e+03 7.73e+02 -1.0 7.51e+03 - 5.48e-06 4.10e-06f 2
225 -5.7870882e+03 1.22e+03 7.75e+02 -1.0 7.51e+03 - 3.64e-06 5.31e-05f 1
226 -5.7868051e+03 1.22e+03 7.74e+02 -1.0 7.51e+03 - 6.18e-05 4.09e-05f 1
227 -5.7866997e+03 1.22e+03 7.75e+02 -1.0 7.51e+03 - 4.77e-06 1.50e-05h 1
228 -5.7860211e+03 1.22e+03 7.78e+02 -1.0 7.51e+03 - 8.03e-06 9.68e-05f 1
229r-5.7860211e+03 1.22e+03 1.00e+03 2.9 0.00e+00 - 0.00e+00 3.31e-07R 5
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
230r-5.7860211e+03 1.22e+03 1.00e+03 2.9 1.28e+05 - 6.61e-05 8.08e-05f 1
231r-5.7860211e+03 1.22e+03 9.98e+02 0.8 1.27e+05 - 1.46e-03 1.20e-03f 1
232 -5.7860453e+03 1.22e+03 5.83e+02 -1.0 8.04e+03 - 1.52e-02 2.68e-05h 1
233 -5.7818419e+03 1.22e+03 5.51e+02 -1.0 1.58e+04 - 3.23e-04 6.33e-04f 1
234 -5.7803459e+03 1.22e+03 5.42e+02 -1.0 1.38e+04 - 1.32e-04 2.30e-04f 1
235 -5.7785775e+03 1.22e+03 5.32e+02 -1.0 1.33e+04 - 1.66e-04 2.74e-04f 1
236 -5.7765557e+03 1.22e+03 5.18e+02 -1.0 1.27e+04 - 1.63e-04 3.14e-04f 1
237 -5.7750809e+03 1.22e+03 5.09e+02 -1.0 1.20e+04 - 1.31e-04 2.30e-04f 1
238 -5.7737721e+03 1.22e+03 5.08e+02 -1.0 1.15e+04 - 1.93e-04 2.05e-04f 1
239 -5.7718966e+03 1.22e+03 4.94e+02 -1.0 1.10e+04 - 1.17e-04 2.93e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
240 -5.7704248e+03 1.22e+03 4.86e+02 -1.0 1.02e+04 - 1.30e-04 2.30e-04f 1
241 -5.7692908e+03 1.22e+03 4.84e+02 -1.0 9.66e+03 - 1.53e-04 1.77e-04f 1
242 -5.7674252e+03 1.22e+03 4.70e+02 -1.0 9.18e+03 - 1.09e-04 2.91e-04f 1
243 -5.7663774e+03 1.22e+03 4.66e+02 -1.0 8.65e+03 - 1.15e-04 1.63e-04f 1
244 -5.7643305e+03 1.22e+03 4.54e+02 -1.0 8.78e+03 - 1.48e-04 3.21e-04f 1
245 -5.7636414e+03 1.22e+03 4.53e+02 -1.0 8.39e+03 - 9.45e-05 1.08e-04f 1
246 -5.7588353e+03 1.21e+03 4.12e+02 -1.0 8.73e+03 - 1.04e-04 7.55e-04f 1
247 -5.7585412e+03 1.21e+03 4.15e+02 -1.0 8.02e+03 - 1.31e-04 4.77e-05h 1
248 -5.7561117e+03 1.21e+03 4.04e+02 -1.0 8.48e+03 - 4.08e-05 3.88e-04f 1
249 -5.7558806e+03 1.21e+03 4.05e+02 -1.0 7.70e+03 - 8.82e-05 3.71e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
250 -5.7544697e+03 1.21e+03 3.99e+02 -1.0 8.50e+03 - 4.39e-05 2.25e-04f 1
251 -5.7543957e+03 1.21e+03 4.02e+02 -1.0 8.35e+03 - 7.89e-05 1.18e-05h 1
252 -5.7537059e+03 1.21e+03 3.99e+02 -1.0 8.34e+03 - 2.35e-05 1.10e-04f 1
253 -5.7518266e+03 1.21e+03 3.93e+02 -1.0 8.32e+03 - 1.24e-04 3.01e-04f 1
254 -5.7515671e+03 1.21e+03 3.94e+02 -1.0 7.47e+03 - 7.08e-05 4.16e-05h 1
255 -5.7471933e+03 1.21e+03 5.18e+02 -1.0 8.38e+03 - 4.79e-05 6.97e-04f 1
256 -5.7470014e+03 1.21e+03 4.78e+02 -1.0 7.52e+03 - 1.29e-04 3.14e-05h 1
257 -5.7402525e+03 1.21e+03 8.85e+02 -1.0 8.32e+03 - 2.70e-05 1.08e-03f 1
258 -5.7400097e+03 1.21e+03 8.19e+02 -1.0 7.80e+03 - 2.63e-04 4.07e-05h 1
259 -5.7336171e+03 1.21e+03 1.10e+03 -1.0 8.24e+03 - 2.04e-05 1.05e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
260 -5.7333878e+03 1.21e+03 1.05e+03 -1.0 7.81e+03 - 2.72e-04 3.90e-05h 1
261 -5.7245019e+03 1.21e+03 1.36e+03 -1.0 8.27e+03 - 1.90e-05 1.48e-03f 1
262 -5.7241889e+03 1.21e+03 1.28e+03 -1.0 8.13e+03 - 4.86e-04 5.47e-05h 1
263 -5.7212860e+03 1.21e+03 1.36e+03 -1.0 8.40e+03 - 1.67e-05 4.95e-04f 1
264 -5.7208302e+03 1.21e+03 1.28e+03 -1.0 8.54e+03 - 6.01e-04 7.90e-05f 1
265 -5.7205575e+03 1.21e+03 1.25e+03 -1.0 8.55e+03 - 2.98e-04 4.73e-05f 1
266 -5.7094853e+03 1.20e+03 1.49e+03 -1.0 8.60e+03 - 2.63e-05 1.91e-03f 1
267 -5.7091151e+03 1.20e+03 1.44e+03 -1.0 8.79e+03 - 5.27e-04 6.78e-05h 1
268 -5.7005552e+03 1.20e+03 1.58e+03 -1.0 9.16e+03 - 1.63e-05 1.53e-03f 1
269 -5.6973833e+03 1.20e+03 1.48e+03 -1.0 9.77e+03 - 1.84e-03 5.92e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
270 -5.6971473e+03 1.20e+03 1.48e+03 -1.0 1.02e+04 - 8.15e-05 4.44e-05h 1
271 -5.6861362e+03 1.20e+03 1.60e+03 -1.0 1.03e+04 - 2.18e-05 2.03e-03f 1
272 -5.6850710e+03 1.20e+03 1.54e+03 -1.0 1.14e+04 - 1.35e-03 2.07e-04f 1
273 -5.6833293e+03 1.20e+03 1.55e+03 -1.0 1.18e+04 - 1.39e-04 3.37e-04f 1
274 -5.6790079e+03 1.20e+03 1.58e+03 -1.0 1.21e+04 - 1.15e-04 8.33e-04f 1
275 -5.6783616e+03 1.20e+03 1.58e+03 -1.0 1.28e+04 - 2.23e-04 1.26e-04h 1
276 -5.6702219e+03 1.20e+03 1.64e+03 -1.0 1.30e+04 - 7.63e-05 1.58e-03f 1
277 -5.6686683e+03 1.20e+03 1.63e+03 -1.0 1.45e+04 - 4.30e-04 3.11e-04f 1
278 -5.6680181e+03 1.20e+03 1.63e+03 -1.0 1.48e+04 - 2.89e-04 1.31e-04f 1
279 -5.6679980e+03 1.20e+03 1.63e+03 -1.0 1.49e+04 - 4.03e-05 4.02e-06h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
280 -5.6598594e+03 1.19e+03 1.68e+03 -1.0 1.49e+04 - 1.91e-05 1.63e-03f 1
281 -5.6589511e+03 1.19e+03 1.67e+03 -1.0 1.48e+04 - 4.49e-04 1.88e-04f 1
282 -5.6554007e+03 1.19e+03 1.68e+03 -1.0 1.55e+04 - 2.79e-04 7.35e-04f 1
283 -5.6540098e+03 1.19e+03 1.66e+03 -1.0 1.73e+04 - 1.09e-03 2.92e-04f 1
284 -5.6485274e+03 1.19e+03 1.69e+03 -1.0 1.90e+04 - 2.75e-05 1.13e-03f 1
285 -5.6466165e+03 1.19e+03 1.64e+03 -1.0 2.19e+04 - 2.40e-03 4.02e-04f 1
286 -5.6462950e+03 1.19e+03 1.60e+03 -1.0 2.65e+04 - 2.07e-03 6.80e-05f 1
287 -5.6338903e+03 1.19e+03 1.64e+03 -1.0 3.03e+04 - 1.82e-05 2.59e-03f 1
288 -5.6331678e+03 1.19e+03 1.63e+03 -1.0 4.19e+04 - 7.96e-04 1.58e-04f 1
289 -5.6308865e+03 1.19e+03 1.62e+03 -1.0 4.84e+04 - 8.92e-04 5.00e-04f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
290 -5.6260764e+03 1.18e+03 1.61e+03 -1.0 5.35e+04 - 1.68e-03 1.06e-03f 1
291 -5.6227089e+03 1.18e+03 1.62e+03 -1.0 4.98e+04 - 3.10e-05 7.57e-04f 1
292 -5.6218033e+03 1.18e+03 1.62e+03 -1.0 5.08e+04 - 1.39e-04 2.06e-04f 1
293 -5.6198643e+03 1.18e+03 1.61e+03 -1.0 5.07e+04 - 7.79e-04 4.42e-04f 1
294 -5.6171854e+03 1.18e+03 1.62e+03 -1.0 4.16e+04 - 1.94e-04 6.12e-04f 1
295 -5.6159599e+03 1.18e+03 1.57e+03 -1.0 1.45e+04 - 4.29e-03 2.82e-04f 1
296 -5.6141101e+03 1.18e+03 1.56e+03 -1.0 1.18e+04 - 1.12e-03 4.26e-04f 1
297 -5.6140978e+03 1.18e+03 1.53e+03 -1.0 1.22e+04 - 3.81e-03 2.86e-06h 2
298 -5.6094202e+03 1.18e+03 1.53e+03 -1.0 2.14e+04 - 2.47e-04 1.08e-03f 1
299 -5.6006174e+03 1.18e+03 1.54e+03 -1.0 2.38e+04 - 2.13e-04 2.07e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
300 -5.6005250e+03 1.18e+03 1.54e+03 -1.0 2.65e+04 - 1.46e-04 2.25e-05f 1
301 -5.5994087e+03 1.18e+03 1.54e+03 -1.0 2.67e+04 - 2.24e-06 2.68e-04f 1
302 -5.5990557e+03 1.18e+03 1.54e+03 -1.0 2.67e+04 - 2.61e-04 8.50e-05f 1
303r-5.5990557e+03 1.18e+03 1.00e+03 2.7 0.00e+00 - 0.00e+00 3.65e-07R 3
304r-5.5990557e+03 1.18e+03 1.00e+03 2.7 1.24e+06 - 7.73e-05 6.34e-05f 1
305r-5.5990557e+03 1.18e+03 1.00e+03 0.7 1.15e+05 - 2.63e-03 1.78e-03f 1
306r-5.5990557e+03 1.18e+03 1.00e+03 0.7 6.57e+04 - 2.52e-03 1.71e-03f 1
307r-5.5990557e+03 1.18e+03 1.00e+03 0.7 1.93e+04 - 4.26e-03 3.66e-03f 1
308 -5.5989374e+03 1.18e+03 6.45e+00 -1.0 6.54e+03 - 2.54e-04 4.10e-05h 1
309 -5.5986639e+03 1.18e+03 1.99e+01 -1.0 7.10e+03 - 3.04e-04 7.68e-05h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
310 -5.5970271e+03 1.18e+03 8.10e+01 -1.0 7.21e+03 - 1.34e-03 4.17e-04h 1
311 -5.5934865e+03 1.17e+03 1.13e+02 -1.0 7.24e+03 - 1.24e-03 8.35e-04h 1
312 -5.5917410e+03 1.17e+03 1.14e+02 -1.0 1.35e+04 - 4.16e-04 4.12e-04h 1
313 -5.5895652e+03 1.17e+03 6.43e+01 -1.0 1.56e+04 - 3.87e-06 5.15e-04f 1
314 -5.5882915e+03 1.17e+03 5.05e+02 -1.0 1.01e+04 - 3.41e-03 3.03e-04h 1
315 -5.5813849e+03 1.17e+03 3.76e+02 -1.0 1.06e+04 - 6.37e-04 1.63e-03f 1
316 -5.5787103e+03 1.17e+03 8.48e+02 -1.0 1.05e+04 - 4.72e-03 6.45e-04f 1
317 -5.5754053e+03 1.17e+03 1.15e+03 -1.0 1.09e+04 - 4.19e-03 7.96e-04f 3
318 -5.5718631e+03 1.17e+03 1.62e+03 -1.0 1.12e+04 - 7.60e-03 8.61e-04f 3
319 -5.5692039e+03 1.17e+03 1.74e+03 -1.0 1.18e+04 - 3.55e-03 6.52e-04f 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
320 -5.5645467e+03 1.17e+03 1.70e+03 -1.0 1.17e+04 - 2.23e-05 1.15e-03f 2
321 -5.5596011e+03 1.17e+03 1.82e+03 -1.0 1.15e+04 - 4.90e-03 1.24e-03f 1
322 -5.5581337e+03 1.16e+03 1.81e+03 -1.0 1.11e+04 - 1.20e-05 3.70e-04f 1
323 -5.5559595e+03 1.16e+03 1.80e+03 -1.0 1.11e+04 - 2.42e-04 5.50e-04f 1
324 -5.5099302e+03 1.15e+03 3.77e+03 -1.0 1.09e+04 - 8.21e-04 1.17e-02f 1
325 -5.5043225e+03 1.15e+03 3.65e+03 -1.0 8.97e+03 - 3.48e-03 1.68e-03f 1
326 -5.4921574e+03 1.14e+03 3.65e+03 -1.0 8.80e+03 - 3.24e-03 3.73e-03f 1
327 -5.4786144e+03 1.14e+03 3.57e+03 -1.0 8.55e+03 - 6.54e-03 4.34e-03f 1
328 -5.4619533e+03 1.13e+03 3.46e+03 -1.0 8.07e+03 - 1.15e-02 5.61e-03f 1
329 -5.4397022e+03 1.12e+03 3.33e+03 -1.0 7.05e+03 - 2.66e-02 7.97e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
330 -5.4050082e+03 1.11e+03 3.29e+03 -1.0 6.92e+03 - 1.83e-02 1.35e-02f 1
331 -5.3870887e+03 1.10e+03 3.27e+03 -1.0 6.82e+03 - 1.28e-02 7.99e-03f 1
332 -5.3773013e+03 1.09e+03 3.29e+03 -1.0 6.77e+03 - 1.64e-02 4.70e-03f 1
333 -5.3767384e+03 1.09e+03 3.29e+03 -1.0 6.74e+03 - 1.68e-04 2.83e-04f 1
334 -5.3348156e+03 1.07e+03 3.17e+03 -1.0 6.74e+03 - 1.49e-04 2.09e-02f 1
335 -5.3344359e+03 1.07e+03 3.18e+03 -1.0 6.59e+03 - 4.69e-03 2.28e-04f 1
336 -5.3257844e+03 1.07e+03 3.15e+03 -1.0 6.59e+03 - 3.76e-05 5.15e-03f 1
337 -5.3056296e+03 1.05e+03 3.19e+03 -1.0 6.56e+03 - 4.57e-02 1.25e-02f 1
338 -5.3054154e+03 1.05e+03 3.19e+03 -1.0 6.48e+03 - 2.05e-03 1.47e-04f 1
339 -5.3015548e+03 1.05e+03 3.18e+03 -1.0 6.48e+03 - 2.10e-05 2.60e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
340 -5.2440810e+03 1.01e+03 3.01e+03 -1.0 6.46e+03 - 2.18e-02 3.93e-02f 1
341 -5.2303535e+03 9.96e+02 2.99e+03 -1.0 6.67e+03 - 1.87e-02 1.26e-02f 1
342 -5.1984250e+03 9.64e+02 2.83e+03 -1.0 6.70e+03 - 3.25e-03 3.18e-02f 1
343 -5.1811038e+03 9.43e+02 2.76e+03 -1.0 6.77e+03 - 1.49e-02 2.13e-02f 1
344 -5.1755489e+03 9.36e+02 2.85e+03 -1.0 6.77e+03 - 6.43e-02 7.79e-03f 1
345 -5.1611868e+03 9.16e+02 2.79e+03 -1.0 6.74e+03 - 2.39e-02 2.11e-02f 1
346 -5.1598452e+03 9.14e+02 2.79e+03 -1.0 6.71e+03 - 3.38e-03 2.24e-03f 1
347 -5.1549080e+03 9.07e+02 2.75e+03 -1.0 6.73e+03 - 4.70e-05 8.10e-03f 1
348 -5.1357252e+03 8.77e+02 2.64e+03 -1.0 6.72e+03 - 2.22e-02 3.29e-02f 1
349 -5.1333065e+03 8.73e+02 2.70e+03 -1.0 6.65e+03 - 5.20e-02 5.03e-03f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
350 -5.1331881e+03 8.72e+02 2.70e+03 -1.0 6.63e+03 - 5.64e-05 2.53e-04f 1
351 -5.1065262e+03 8.23e+02 2.47e+03 -1.0 6.63e+03 - 2.07e-04 5.66e-02f 1
352 -5.1007997e+03 8.09e+02 2.50e+03 -1.0 6.45e+03 - 7.54e-02 1.69e-02f 1
353 -5.1007378e+03 8.09e+02 2.51e+03 -1.0 6.38e+03 - 1.28e-03 2.01e-04h 1
354 -5.0977833e+03 8.01e+02 2.47e+03 -1.0 6.38e+03 - 9.64e-05 9.46e-03f 1
355 -5.0977506e+03 8.01e+02 2.47e+03 -1.0 6.34e+03 - 1.15e-03 1.10e-04h 1
356 -5.0926029e+03 7.88e+02 2.56e+03 -1.0 6.34e+03 - 7.49e-05 1.65e-02f 1
357 -5.0822251e+03 7.59e+02 2.47e+03 -1.0 6.28e+03 - 2.42e-02 3.64e-02f 1
358 -5.0680653e+03 7.13e+02 2.32e+03 -1.0 6.13e+03 - 3.73e-02 6.10e-02f 1
359 -5.0607169e+03 6.81e+02 2.21e+03 -1.0 5.86e+03 - 1.97e-02 4.53e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
360 -5.0520525e+03 6.32e+02 2.06e+03 -1.0 5.65e+03 - 4.59e-03 7.07e-02f 1
361 -5.0515940e+03 6.29e+02 2.04e+03 -1.0 5.32e+03 - 2.46e-02 6.16e-03f 1
362 -5.0505095e+03 6.19e+02 2.01e+03 -1.0 5.30e+03 - 1.56e-02 1.52e-02f 1
363 -5.0491123e+03 6.05e+02 1.97e+03 -1.0 5.23e+03 - 2.11e-02 2.20e-02f 1
364 -5.0475671e+03 5.88e+02 1.91e+03 -1.0 5.13e+03 - 1.82e-02 2.92e-02f 1
365 -5.0465553e+03 5.73e+02 1.86e+03 -1.0 5.00e+03 - 3.61e-02 2.49e-02f 1
366 -5.0449952e+03 5.44e+02 1.77e+03 -1.0 4.89e+03 - 2.72e-02 4.99e-02f 1
367 -5.0446355e+03 5.31e+02 1.73e+03 -1.0 4.67e+03 - 3.06e-02 2.40e-02f 1
368 -5.0445205e+03 5.24e+02 1.71e+03 -1.0 4.57e+03 - 4.75e-02 1.36e-02f 1
369 -5.0442880e+03 5.00e+02 1.63e+03 -1.0 4.51e+03 - 2.77e-02 4.57e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
370 -5.0446253e+03 4.69e+02 1.52e+03 -1.0 4.32e+03 - 5.64e-02 6.29e-02f 1
371 -5.0452001e+03 4.53e+02 1.47e+03 -1.0 4.07e+03 - 3.09e-02 3.39e-02f 1
372 -5.0456323e+03 4.44e+02 1.44e+03 -1.0 3.94e+03 - 2.59e-02 1.98e-02f 1
373 -5.0460679e+03 4.36e+02 1.42e+03 -1.0 3.87e+03 - 1.05e-02 1.79e-02f 1
374 -5.0468788e+03 4.23e+02 1.37e+03 -1.0 3.80e+03 - 1.86e-02 3.08e-02f 1
375 -5.0488554e+03 3.94e+02 1.28e+03 -1.0 3.69e+03 - 3.88e-02 6.69e-02f 1
376 -5.0516474e+03 3.63e+02 1.18e+03 -1.0 3.46e+03 - 2.13e-01 7.92e-02f 1
377 -5.0592411e+03 2.94e+02 9.56e+02 -1.0 3.19e+03 - 1.30e-01 1.90e-01f 1
378 -5.0667479e+03 2.45e+02 7.97e+02 -1.0 2.60e+03 - 1.59e-01 1.67e-01f 1
379 -5.0881216e+03 1.26e+02 8.89e+02 -1.0 2.17e+03 - 1.48e-01 4.84e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
380 -5.0918362e+03 1.12e+02 7.97e+02 -1.0 1.13e+03 - 1.46e-01 1.13e-01f 1
381 -5.0971203e+03 9.23e+01 6.72e+02 -1.0 9.99e+02 - 6.76e-02 1.77e-01f 1
382 -5.0978616e+03 8.96e+01 6.53e+02 -1.0 8.20e+02 - 1.42e-01 2.91e-02f 1
383 -5.1041686e+03 6.69e+01 5.09e+02 -1.0 7.93e+02 - 7.61e-02 2.54e-01f 1
384 -5.1234808e+03 7.53e+00 2.21e+02 -1.0 5.88e+02 - 3.33e-01 1.00e+00f 1
385 -5.1245064e+03 1.63e+01 4.06e+02 -1.0 1.45e+02 - 3.22e-01 1.00e+00f 1
386 -5.1243716e+03 2.90e+01 1.18e+02 -1.0 1.51e+02 - 6.47e-01 1.00e+00f 1
387 -5.1224079e+03 2.31e+01 4.83e+01 -1.0 3.31e+02 - 5.92e-01 5.27e-01f 1
388 -5.1080994e+03 4.46e-01 9.17e+00 -1.0 4.87e+01 -3.0 7.19e-01 1.00e+00f 1
389 -5.0842008e+03 4.21e+00 6.87e+00 -1.0 3.92e+02 - 2.43e-01 2.40e-01f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
390 -5.0169873e+03 1.36e+01 1.90e+01 -1.0 6.76e+02 - 8.19e-02 2.31e-01f 1
391 -4.8080148e+03 1.14e+01 7.86e+01 -1.0 4.47e+02 - 2.56e-01 1.00e+00f 1
392 -4.7786319e+03 2.89e+01 4.87e+01 -1.0 3.24e+02 - 3.45e-01 1.00e+00f 1
393 -4.7459583e+03 2.79e+01 2.03e+01 -1.0 4.14e+02 - 5.11e-01 3.88e-01f 1
394 -4.7023507e+03 1.79e+01 3.43e+00 -1.0 4.88e+02 - 5.69e-01 3.59e-01f 1
395 -4.6614729e+03 1.28e+01 1.84e+00 -1.0 1.62e+03 - 5.13e-01 3.17e-01f 1
396 -4.5663092e+03 2.03e+02 2.81e+00 -1.0 4.76e+03 - 5.26e-01 8.19e-01f 1
397 -4.5121541e+03 9.05e+01 2.05e+00 -1.0 1.78e+03 - 5.74e-01 8.86e-01f 1
398 -4.4725717e+03 2.34e+02 1.34e+00 -1.0 4.57e+03 - 6.81e-01 1.00e+00f 1
399 -4.4419602e+03 2.44e+02 5.90e-01 -1.0 4.60e+03 - 6.02e-01 1.00e+00f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
400 -4.4205538e+03 3.32e+02 2.06e-01 -1.0 6.31e+03 - 6.79e-01 1.00e+00f 1
401 -4.3999441e+03 4.05e+02 2.57e-01 -1.0 7.49e+03 - 6.30e-01 1.00e+00f 1
402 -4.3901375e+03 5.04e+02 2.66e-01 -1.0 9.51e+03 - 6.68e-01 1.00e+00f 1
403 -4.3815301e+03 6.31e+02 2.75e-01 -1.0 1.18e+04 - 6.41e-01 1.00e+00f 1
404 -4.3789829e+03 7.41e+02 2.10e-01 -1.0 2.00e+04 - 6.36e-01 1.00e+00f 1
405 -4.3784595e+03 6.81e+02 1.24e-01 -1.0 3.30e+04 - 6.17e-01 6.10e-01f 1
406 -4.3788217e+03 7.37e+02 1.01e-01 -1.0 4.40e+04 - 6.34e-01 6.07e-01f 1
407 -4.3788301e+03 6.81e+02 4.42e+01 -1.0 3.05e+03 -2.5 3.41e-02 7.54e-02h 1
408 -4.3788424e+03 6.42e+02 2.76e+02 -1.0 2.83e+03 -3.0 1.72e-01 5.72e-02h 1
409 -4.3789789e+03 2.65e+02 1.22e+02 -1.0 2.69e+03 -3.5 6.02e-01 5.89e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
410 -4.3791222e+03 1.70e+00 3.53e+02 -1.0 1.14e+03 -4.0 7.02e-01 1.00e+00h 1
411 -4.3791264e+03 2.78e-01 1.08e+02 -1.0 6.93e+00 -3.5 6.96e-01 1.00e+00h 1
412 -4.3704224e+03 9.10e-01 1.47e+00 -1.7 8.87e+03 -4.0 1.00e+00 1.00e+00H 1
413 -4.3605030e+03 5.22e+01 1.35e+00 -1.7 9.31e+04 - 1.10e-01 8.19e-02f 1
414 -4.3387635e+03 2.27e+02 1.05e+00 -1.7 7.46e+04 - 2.28e-01 2.19e-01h 1
415 -4.2921383e+03 1.79e+03 2.77e+00 -1.7 1.01e+05 - 4.91e-01 7.55e-01f 1
416 -4.2942133e+03 1.22e+03 6.11e-01 -1.7 9.24e+04 - 8.38e-01 3.83e-01h 1
417 -4.2958382e+03 7.91e+02 2.82e-01 -1.7 1.26e+05 - 1.00e+00 7.51e-01h 1
418 -4.2964918e+03 1.34e+02 3.12e-03 -1.7 5.93e+04 - 1.00e+00 1.00e+00h 1
419 -4.2964758e+03 9.83e+00 9.93e-04 -1.7 1.81e+04 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
420 -4.2964748e+03 1.19e-01 1.07e-06 -1.7 1.92e+03 - 1.00e+00 1.00e+00h 1
421 -4.2731488e+03 2.51e+01 1.94e+01 -3.8 1.75e+04 - 6.44e-01 8.09e-01f 1
422 -4.2644469e+03 3.16e+02 1.71e+01 -3.8 4.08e+04 - 4.45e-01 7.24e-01h 1
423 -4.2595881e+03 6.45e+02 8.15e+00 -3.8 5.64e+04 - 6.01e-01 8.20e-01h 1
424 -4.2574963e+03 2.89e+02 3.13e+00 -3.8 8.62e+04 - 6.36e-01 7.97e-01h 1
425 -4.2572997e+03 2.33e+02 9.65e-01 -3.8 8.83e+04 - 6.70e-01 1.95e-01h 1
426 -4.2568083e+03 1.39e+02 5.69e-02 -3.8 9.20e+04 - 1.00e+00 5.18e-01h 1
427 -4.2568928e+03 8.01e+01 6.27e-01 -3.8 4.96e+02 -4.5 6.73e-02 4.23e-01h 1
428 -4.2568972e+03 7.69e+01 2.08e+00 -3.8 2.86e+02 -5.0 5.15e-01 4.05e-02h 1
429 -4.2569872e+03 3.19e-01 1.06e+00 -3.8 2.75e+02 -5.4 6.03e-01 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
430 -4.2569722e+03 3.47e-01 1.89e+00 -3.8 1.13e+01 -5.9 1.90e-01 4.99e-01h 1
431 -4.2569508e+03 2.74e-01 9.69e-01 -3.8 2.41e+01 -6.4 6.46e-01 5.05e-01h 1
432 -4.2569254e+03 2.09e-01 5.56e-01 -3.8 4.24e+01 -6.9 4.00e-01 4.38e-01h 1
433 -4.2567045e+03 8.25e+00 3.87e-01 -3.8 1.73e+04 - 1.00e+00 3.62e-01h 1
434 -4.2566994e+03 7.99e-03 5.10e-03 -3.8 1.23e+01 -6.4 1.00e+00 1.00e+00h 1
435 -4.2566803e+03 2.42e-02 7.50e-05 -3.8 2.29e+01 -6.9 1.00e+00 1.00e+00h 1
436 -4.2563814e+03 8.70e+01 1.72e-02 -3.8 1.12e+05 - 1.00e+00 6.78e-01h 1
437 -4.2563763e+03 8.68e+01 1.71e-02 -3.8 1.94e+04 - 2.07e-03 2.22e-03h 1
438 -4.2563787e+03 8.34e+01 3.27e-02 -3.8 5.97e+02 -7.4 1.31e-01 3.89e-02h 1
439 -4.2564082e+03 5.71e+00 4.84e-03 -3.8 1.52e+04 - 8.63e-01 9.50e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
440 -4.2564090e+03 1.40e+01 2.70e-02 -3.8 3.44e+03 - 5.32e-01 8.32e-01h 1
441 -4.2564140e+03 7.04e+00 2.83e-02 -3.8 9.62e+01 -7.0 3.97e-01 6.16e-01h 1
442 -4.2564129e+03 4.75e+00 7.98e-04 -3.8 8.97e+01 -7.5 1.00e+00 1.00e+00h 1
443 -4.2564124e+03 3.94e+00 2.60e-04 -3.8 1.06e+03 - 1.00e+00 1.00e+00h 1
444 -4.2564126e+03 1.40e-01 3.72e-05 -3.8 5.14e+02 - 1.00e+00 1.00e+00h 1
445 -4.2564138e+03 1.80e-02 1.67e-05 -3.8 7.10e+00 - 1.00e+00 1.00e+00h 1
446 -4.2564137e+03 1.43e-04 3.30e-06 -3.8 8.93e-01 - 1.00e+00 1.00e+00h 1
447 -4.2562303e+03 3.11e-01 1.06e-02 -5.7 2.30e+02 -7.9 6.98e-01 6.83e-01f 1
448 -4.2561140e+03 6.04e+00 5.67e-02 -5.7 1.13e+05 - 4.39e-01 1.59e-01h 1
449 -4.2560239e+03 1.01e+01 5.60e-02 -5.7 4.69e+04 - 4.17e-01 2.92e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
450 -4.2559744e+03 9.20e+00 5.48e-02 -5.7 1.88e+04 - 6.10e-01 3.58e-01h 1
451 -4.2559368e+03 4.94e+00 3.22e-02 -5.7 7.87e+03 - 1.00e+00 6.02e-01h 1
452 -4.2559265e+03 1.57e+00 1.64e-02 -5.7 1.96e+03 - 1.00e+00 6.96e-01h 1
453 -4.2559236e+03 1.03e-01 5.69e-05 -5.7 5.14e+02 - 1.00e+00 1.00e+00h 1
454 -4.2559238e+03 8.47e-03 1.62e-06 -5.7 4.52e+01 - 1.00e+00 1.00e+00h 1
455 -4.2559238e+03 3.82e-06 3.97e-09 -5.7 1.29e+00 - 1.00e+00 1.00e+00h 1
456 -4.2559207e+03 3.68e-02 6.07e-03 -8.6 5.42e+02 - 9.07e-01 6.45e-01h 1
457 -4.2559200e+03 2.12e-02 1.07e-02 -8.6 1.79e+02 - 8.44e-01 4.82e-01h 1
458 -4.2559196e+03 1.21e-02 1.43e-02 -8.6 9.05e+01 - 8.66e-01 4.50e-01h 1
459 -4.2559194e+03 6.17e-03 2.23e-02 -8.6 4.90e+01 - 1.00e+00 6.46e-01h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
460 -4.2559193e+03 2.83e-03 5.68e-02 -8.6 1.01e+01 -8.4 9.65e-01 5.98e-01h 1
461 -4.2559193e+03 1.69e-03 1.33e-01 -8.6 1.52e+01 -8.9 1.00e+00 6.01e-01h 1
462 -4.2559192e+03 1.40e-03 4.32e-01 -8.6 2.40e+01 - 1.00e+00 1.85e-01h 1
463 -4.2559192e+03 4.97e-04 9.90e-03 -8.6 3.91e+00 - 7.76e-01 9.44e-01h 1
464 -4.2559192e+03 2.79e-06 8.53e-09 -8.6 2.81e-01 - 1.00e+00 1.00e+00f 1
465 -4.2559192e+03 1.38e-09 8.73e-11 -8.6 7.59e-02 - 1.00e+00 1.00e+00h 1
Number of Iterations....: 465
(scaled) (unscaled)
Objective...............: 4.2559192323316784e+03 -4.2559192323316784e+03
Dual infeasibility......: 8.7281683332110331e-11 8.7281683332110331e-11
Constraint violation....: 1.3756675798504148e-09 1.3756675798504148e-09
Variable bound violation: 0.0000000000000000e+00 0.0000000000000000e+00
Complementarity.........: 2.7175933693878018e-09 2.7175933693878018e-09
Overall NLP error.......: 2.7175933693878018e-09 2.7175933693878018e-09
Number of objective function evaluations = 569
Number of objective gradient evaluations = 431
Number of equality constraint evaluations = 569
Number of inequality constraint evaluations = 569
Number of equality constraint Jacobian evaluations = 473
Number of inequality constraint Jacobian evaluations = 473
Number of Lagrangian Hessian evaluations = 465
Total seconds in IPOPT = 35.970
EXIT: Optimal Solution Found.Emissions
Global
Show code
p = plot(times[1:11] ,rice_rich.ECO2[1:11],ylim=(0,100), title="CO₂ emissions",ylabel="GtCO₂/yr";plot_attributes["rich"]...);
plot!(times[1:11] ,rice_eq.ECO2[1:11];plot_attributes["eq"]...);
plot!(times[1:11] ,rice_poor.ECO2[1:11];plot_attributes["poor"]...)
Regional control rate
Show code
plots = Array{Plots.Plot,1}(undef,nreg)
for ri in 1:nreg
c = ri%ncols == 0 ? ncols : ri%ncols
r = Int(ceil(ri/ncols))
ylabel = (c == 1) ? "%" : ""
#legend = (ri == 1) ? :bottomright : nothing
pr = plot(times[1:11],rice_wanalysis[1].MIU_R[1:11,ri] .* 100;ylabel=ylabel,ylim=(0.0,100.0),xlabel=regions[ri],legend=nothing,plot_attributes["rich"]...)
plot!(pr,times[1:11],rice_wanalysis[2].MIU_R[1:11,ri] .* 100;plot_attributes["eq"]...)
plot!(pr,times[1:11],rice_wanalysis[3].MIU_R[1:11,ri] .* 100;plot_attributes["poor"]...)
plots[ri] = pr
end
sizebottom= 3000
plot(plots...,layout=(nrows,ncols), size=(sizebottom/3,sizebottom/4))
Temperatures
Show code
p = plot(times[1:11] ,rice_rich.TATM[1:11],ylim=(0.0,4.0), title="Global Temperatures",ylabel="°C from 1765";plot_attributes["rich"]...);
plot!(times[1:11] ,rice_eq.TATM[1:11];plot_attributes["eq"]...);
plot!(times[1:11] ,rice_poor.TATM[1:11];plot_attributes["poor"]...)