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+ "using Pkg\n",
+ "pkg\"dev JSOSolvers\""
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+ "metadata": {},
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+ ]
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+ "metadata": {},
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+ "using CSV, DataFrames, Plots\n",
+ "plotlyjs()"
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+ "date hour state suspects refuses cases deaths Dates… Dates…⍰ String Int64 Int64 Int64 Int64 1,034 rows × 7 columns
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+ "│ 1033 │ 2020-03-30 │ 20:00:00 │ São Paulo │ 0 │ 0 │\n",
+ "│ 1034 │ 2020-03-30 │ 20:00:00 │ Tocantins │ 0 │ 0 │"
+ ]
+ },
+ "execution_count": 2,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# TODO: dataset by state with direct link\n",
+ "data = CSV.read(\"brazil-2020-03-30.csv\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "60-element Array{Dates.Date,1}:\n",
+ " 2020-01-30\n",
+ " 2020-01-31\n",
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+ " 2020-02-07\n",
+ " 2020-02-08\n",
+ " 2020-02-09\n",
+ " 2020-02-10\n",
+ " 2020-02-11\n",
+ " ⋮\n",
+ " 2020-03-19\n",
+ " 2020-03-20\n",
+ " 2020-03-21\n",
+ " 2020-03-22\n",
+ " 2020-03-23\n",
+ " 2020-03-24\n",
+ " 2020-03-25\n",
+ " 2020-03-26\n",
+ " 2020-03-27\n",
+ " 2020-03-28\n",
+ " 2020-03-29\n",
+ " 2020-03-30"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
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+ "source": [
+ "dates = unique(data.date)"
+ ]
+ },
+ {
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+ "metadata": {
+ "scrolled": true
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+ "\t19 & 2020-02-17 & 15:50:00 & São Paulo & 2 & 20 & 0 & 0 \\\\\n",
+ "\t20 & 2020-02-18 & 15:50:00 & São Paulo & 4 & 20 & 0 & 0 \\\\\n",
+ "\t21 & 2020-02-19 & 15:50:00 & São Paulo & 1 & 23 & 0 & 0 \\\\\n",
+ "\t22 & 2020-02-20 & 15:50:00 & São Paulo & 1 & 24 & 0 & 0 \\\\\n",
+ "\t23 & 2020-02-21 & 14:30:00 & São Paulo & 0 & 25 & 0 & 0 \\\\\n",
+ "\t24 & 2020-02-22 & 13:40:00 & São Paulo & 0 & 25 & 0 & 0 \\\\\n",
+ "\t25 & 2020-02-23 & 12:30:00 & São Paulo & 1 & 25 & 0 & 0 \\\\\n",
+ "\t26 & 2020-02-24 & 12:25:00 & São Paulo & 3 & 26 & 0 & 0 \\\\\n",
+ "\t27 & 2020-02-25 & 13:50:00 & São Paulo & 4 & 26 & 0 & 0 \\\\\n",
+ "\t28 & 2020-02-26 & 11:30:00 & São Paulo & 11 & 28 & 1 & 0 \\\\\n",
+ "\t29 & 2020-02-27 & 17:00:00 & São Paulo & 55 & 28 & 1 & 0 \\\\\n",
+ "\t30 & 2020-02-28 & 16:10:00 & São Paulo & 66 & 30 & 1 & 0 \\\\\n",
+ "\t$\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ \\\\\n",
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+ "│ 60 │ 2020-03-30 │ 16:50:00 │ São Paulo │ 0 │ 0 │ 1517 │"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df = data[data.state .== \"São Paulo\",:]\n",
+ "I = [findfirst(df.date .== dt) for dt in dates]\n",
+ "df = df[I,:]"
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+ "source": [
+ "using Colors, Krylov\n",
+ "\n",
+ "states = unique(data.state)\n",
+ "st_idx = findall([data[data.state .== st,:cases][end] for st in states] .>= 100)\n",
+ "states = states[st_idx]\n",
+ "clrs = distinguishable_colors(length(states) + 1, [RGB(0, 0, 0), RGB(1.0, 0.0, 0.0)])[2:end]\n",
+ "\n",
+ "plot(size=(800,400))\n",
+ "for (i,st) in enumerate(states)\n",
+ " df = data[data.state .== st,:]\n",
+ " #print(df)\n",
+ " I = setdiff(unique([findfirst(df.date .== dt) for dt in dates]), [nothing])\n",
+ " #print(I)\n",
+ " df = df[I,:]\n",
+ "\n",
+ " idx = findfirst(df.cases .≥ 100)\n",
+ " y = df.cases[idx:end]\n",
+ " n = length(y)\n",
+ " x = 1:n\n",
+ "\n",
+ " X = [ones(n) x]\n",
+ " yhat = log.(y)\n",
+ "\n",
+ " β = Krylov.cgls(X, yhat)[1]\n",
+ " \n",
+ " dates_idx = [findfirst(dates .== d) for d in df.date[idx:end]]\n",
+ "\n",
+ " plot!(dates_idx, y, m=:dot, ms=5, lab=\"\", c=clrs[i])\n",
+ " next = 1\n",
+ " xnext = (1:n+next)\n",
+ " append!(dates_idx, dates_idx[end] .+ (1:next))\n",
+ " plot!(dates_idx, exp.(β[1] .+ β[2] * xnext), c=clrs[i], lw=2, yaxis=:log, m=:dot, ms=2,\n",
+ " lab=\"$st rate: $(round(100β[2], digits=2))%\")\n",
+ "end\n",
+ "plot!()"
+ ]
+ },
+ {
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+ "This is Ipopt version 3.12.10, running with linear solver mumps.\n",
+ "NOTE: Other linear solvers might be more efficient (see Ipopt documentation).\n",
+ "\n",
+ "Number of nonzeros in equality constraint Jacobian...: 0\n",
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+ " inequality constraints with only lower bounds: 0\n",
+ " inequality constraints with lower and upper bounds: 0\n",
+ " inequality constraints with only upper bounds: 0\n",
+ "\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 0 7.0311289e+06 0.00e+00 1.00e+06 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0\n",
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+ " 7 2.6396793e+04 0.00e+00 3.74e+02 -1.0 5.29e+01 -2.4 1.00e+00 1.00e+00f 1\n",
+ " 8 2.5361362e+04 0.00e+00 1.10e+03 -1.0 1.69e+02 -2.9 1.00e+00 4.79e-01f 1\n",
+ " 9 2.5355979e+04 0.00e+00 1.08e+03 -1.0 2.62e+01 - 1.00e+00 1.54e-02f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 10 2.5353400e+04 0.00e+00 2.57e-01 -1.0 2.59e-02 - 1.00e+00 1.00e+00f 1\n",
+ " 11 2.5348809e+04 0.00e+00 1.79e-02 -1.7 3.52e-01 - 1.00e+00 1.00e+00f 1\n",
+ " 12 2.5347671e+04 0.00e+00 1.10e-03 -3.8 8.71e-02 - 1.00e+00 1.00e+00f 1\n",
+ " 13 2.5347662e+04 0.00e+00 6.15e-08 -5.7 6.49e-04 - 1.00e+00 1.00e+00f 1\n",
+ " 14 2.5347662e+04 0.00e+00 2.76e-10 -8.6 8.09e-06 - 1.00e+00 1.00e+00f 1\n",
+ "\n",
+ "Number of Iterations....: 14\n",
+ "\n",
+ " (scaled) (unscaled)\n",
+ "Objective...............: 4.4163536854177840e+02 2.5347661977455369e+04\n",
+ "Dual infeasibility......: 2.7585127220948054e-10 1.5832483768463135e-08\n",
+ "Constraint violation....: 0.0000000000000000e+00 0.0000000000000000e+00\n",
+ "Complementarity.........: 2.5059043596510673e-09 1.4382638072217299e-07\n",
+ "Overall NLP error.......: 2.5059043596510673e-09 1.4382638072217299e-07\n",
+ "\n",
+ "\n",
+ "Number of objective function evaluations = 20\n",
+ "Number of objective gradient evaluations = 15\n",
+ "Number of equality constraint evaluations = 0\n",
+ "Number of inequality constraint evaluations = 0\n",
+ "Number of equality constraint Jacobian evaluations = 0\n",
+ "Number of inequality constraint Jacobian evaluations = 0\n",
+ "Number of Lagrangian Hessian evaluations = 14\n",
+ "Total CPU secs in IPOPT (w/o function evaluations) = 0.004\n",
+ "Total CPU secs in NLP function evaluations = 0.122\n",
+ "\n",
+ "EXIT: Optimal Solution Found.\n",
+ "Generic Execution stats\n",
+ " status: \"first-order stationary\"\n",
+ " objective value: 25347.66197745537\n",
+ " primal feasibility: 0.0\n",
+ " dual feasibility: 1.5832483768463135e-8\n",
+ " solution: [-3.116579485253759 0.2044691239771973 3034.0]\n",
+ " iterations: 14\n",
+ " elapsed time: 0.126\n",
+ " solver specific:\n",
+ " multipliers_U: [4.6148792591752045e-8 0.0 0.0]\n",
+ " multipliers_L: [0.0 0.0 13.063132582169507]\n",
+ " multipliers_con: ∅\n",
+ " internal_msg: :Solve_Succeeded\n"
+ ]
+ }
+ ],
+ "source": [
+ "using Logging, NLPModels, NLPModelsIpopt, JSOSolvers\n",
+ "\n",
+ "st = \"São Paulo\"\n",
+ "\n",
+ "df = data[data.state .== st,:]\n",
+ "#print(df)\n",
+ "I = setdiff(unique([findfirst(df.date .== dt) for dt in dates]), [nothing])\n",
+ "#print(I)\n",
+ "df = df[I,:]\n",
+ "\n",
+ "idx = findfirst(df.cases .≥ 100)\n",
+ "y = df.cases[idx:end]\n",
+ "n = length(y)\n",
+ "x = 1:n\n",
+ "\n",
+ "h(β, xi) = β[3] / (1 + exp(-β[1] - β[2] * xi))\n",
+ "lvar = [-Inf; -Inf; y[end] * 2]\n",
+ "uvar = [ 0.0; Inf; Inf]\n",
+ "\n",
+ "res(β) = [y[i] - h(β, x[i]) for i = 1:n]\n",
+ "nls = ADNLSModel(res, [-1.0; 1.0; y[end] * 3], n, lvar=lvar, uvar=uvar)\n",
+ "output = with_logger(NullLogger()) do\n",
+ " tron(nls)\n",
+ "end\n",
+ "β = output.solution\n",
+ "print(output)"
+ ]
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+ "name": "stdout",
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+ "source": [
+ "print(y)"
+ ]
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+ "next = 7\n",
+ "xnext = (1:n+next)\n",
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+ "This is Ipopt version 3.12.10, running with linear solver mumps.\n",
+ "NOTE: Other linear solvers might be more efficient (see Ipopt documentation).\n",
+ "\n",
+ "Number of nonzeros in equality constraint Jacobian...: 0\n",
+ "Number of nonzeros in inequality constraint Jacobian.: 0\n",
+ "Number of nonzeros in Lagrangian Hessian.............: 6\n",
+ "\n",
+ "Total number of variables............................: 3\n",
+ " variables with only lower bounds: 1\n",
+ " variables with lower and upper bounds: 0\n",
+ " variables with only upper bounds: 1\n",
+ "Total number of equality constraints.................: 0\n",
+ "Total number of inequality constraints...............: 0\n",
+ " inequality constraints with only lower bounds: 0\n",
+ " inequality constraints with lower and upper bounds: 0\n",
+ " inequality constraints with only upper bounds: 0\n",
+ "\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 0 1.0190067e+05 0.00e+00 6.45e+04 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0\n",
+ " 1 7.5232121e+02 0.00e+00 5.03e+02 -1.0 2.40e+01 0.0 6.62e-03 1.00e+00f 1\n",
+ " 2 2.4299960e+02 0.00e+00 1.31e+02 -1.0 8.98e-01 - 9.66e-01 1.00e+00f 1\n",
+ " 3 2.3302149e+02 0.00e+00 1.98e+02 -1.0 1.40e+02 - 1.00e+00 2.29e-01f 1\n",
+ " 4 2.3204121e+02 0.00e+00 1.97e-01 -1.0 2.04e+00 - 1.00e+00 1.00e+00f 1\n",
+ " 5 2.3141045e+02 0.00e+00 1.61e+00 -2.5 2.25e+00 - 1.00e+00 1.00e+00f 1\n",
+ " 6 2.3141095e+02 0.00e+00 9.15e-06 -2.5 1.88e-03 - 1.00e+00 1.00e+00f 1\n",
+ " 7 2.3138116e+02 0.00e+00 3.63e-03 -3.8 1.06e-01 - 1.00e+00 1.00e+00f 1\n",
+ " 8 2.3138116e+02 0.00e+00 1.51e-09 -3.8 3.38e-07 - 1.00e+00 1.00e+00f 1\n",
+ " 9 2.3137951e+02 0.00e+00 1.12e-05 -5.7 5.90e-03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 10 2.3137949e+02 0.00e+00 1.70e-09 -8.6 7.32e-05 - 1.00e+00 1.00e+00f 1\n",
+ "\n",
+ "Number of Iterations....: 10\n",
+ "\n",
+ " (scaled) (unscaled)\n",
+ "Objective...............: 2.0798156145671857e+01 2.3137948712059941e+02\n",
+ "Dual infeasibility......: 1.7007755303985616e-09 1.8921127775683999e-08\n",
+ "Constraint violation....: 0.0000000000000000e+00 0.0000000000000000e+00\n",
+ "Complementarity.........: 2.5060075591894995e-09 2.7879334095983181e-08\n",
+ "Overall NLP error.......: 2.5060075591894995e-09 2.7879334095983181e-08\n",
+ "\n",
+ "\n",
+ "Number of objective function evaluations = 11\n",
+ "Number of objective gradient evaluations = 11\n",
+ "Number of equality constraint evaluations = 0\n",
+ "Number of inequality constraint evaluations = 0\n",
+ "Number of equality constraint Jacobian evaluations = 0\n",
+ "Number of inequality constraint Jacobian evaluations = 0\n",
+ "Number of Lagrangian Hessian evaluations = 10\n",
+ "Total CPU secs in IPOPT (w/o function evaluations) = 0.167\n",
+ "Total CPU secs in NLP function evaluations = 0.100\n",
+ "\n",
+ "EXIT: Optimal Solution Found.\n",
+ "This is Ipopt version 3.12.10, running with linear solver mumps.\n",
+ "NOTE: Other linear solvers might be more efficient (see Ipopt documentation).\n",
+ "\n",
+ "Number of nonzeros in equality constraint Jacobian...: 0\n",
+ "Number of nonzeros in inequality constraint Jacobian.: 0\n",
+ "Number of nonzeros in Lagrangian Hessian.............: 6\n",
+ "\n",
+ "Total number of variables............................: 3\n",
+ " variables with only lower bounds: 1\n",
+ " variables with lower and upper bounds: 0\n",
+ " variables with only upper bounds: 1\n",
+ "Total number of equality constraints.................: 0\n",
+ "Total number of inequality constraints...............: 0\n",
+ " inequality constraints with only lower bounds: 0\n",
+ " inequality constraints with lower and upper bounds: 0\n",
+ " inequality constraints with only upper bounds: 0\n",
+ "\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 0 3.6915786e+04 0.00e+00 3.99e+04 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0\n",
+ " 1 4.7511896e+02 0.00e+00 1.02e+03 -1.0 1.86e+01 0.0 7.58e-03 1.00e+00f 1\n",
+ " 2 3.2313999e+02 0.00e+00 6.41e+01 -1.0 2.19e+00 - 9.10e-01 1.00e+00f 1\n",
+ " 3 3.1275010e+02 0.00e+00 7.77e+02 -1.0 9.50e+01 - 2.33e-01 5.00e-01f 2\n",
+ " 4 3.0113104e+02 0.00e+00 3.09e+02 -1.0 3.50e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 5 2.9568397e+02 0.00e+00 1.05e+03 -1.0 6.38e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 6 2.8528962e+02 0.00e+00 1.10e+02 -1.0 2.64e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 7 2.8142930e+02 0.00e+00 7.90e+02 -1.0 1.21e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 8 2.7491891e+02 0.00e+00 1.54e+02 -1.0 3.25e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 9 2.7170415e+02 0.00e+00 5.36e+02 -1.0 1.08e+02 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 10 2.6740425e+02 0.00e+00 2.55e+02 -1.0 4.42e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 11 2.6526653e+02 0.00e+00 7.80e+02 -1.0 7.95e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 12 2.6084937e+02 0.00e+00 9.15e+01 -1.0 3.19e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 13 2.5946139e+02 0.00e+00 6.88e+02 -1.0 1.61e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 14 2.5608115e+02 0.00e+00 9.33e+01 -1.0 3.51e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 15 2.5488768e+02 0.00e+00 6.02e+02 -1.0 1.66e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 16 2.5227625e+02 0.00e+00 9.81e+01 -1.0 3.91e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 17 2.5120016e+02 0.00e+00 5.07e+02 -1.0 1.67e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 18 2.4919791e+02 0.00e+00 1.12e+02 -1.0 4.53e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 19 2.4820331e+02 0.00e+00 3.89e+02 -1.0 1.57e+02 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 20 2.4669267e+02 0.00e+00 1.54e+02 -1.0 5.71e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 21 2.4657810e+02 0.00e+00 7.00e+02 -1.0 1.26e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 22 2.4425206e+02 0.00e+00 3.60e+01 -1.0 3.34e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 23 2.4352843e+02 0.00e+00 2.95e+02 -1.0 3.40e+02 - 1.00e+00 2.50e-01f 3\n",
+ " 24 2.4251034e+02 0.00e+00 1.77e+02 -1.0 7.32e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 25 2.4186490e+02 0.00e+00 4.01e+02 -1.0 1.15e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 26 2.4081162e+02 0.00e+00 8.11e+01 -1.0 5.54e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 27 2.4034945e+02 0.00e+00 3.46e+02 -1.0 2.17e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 28 2.3948872e+02 0.00e+00 9.21e+01 -1.0 6.36e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 29 2.3904493e+02 0.00e+00 2.68e+02 -1.0 2.01e+02 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 30 2.3836184e+02 0.00e+00 1.29e+02 -1.0 8.06e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 31 2.3814154e+02 0.00e+00 4.39e+02 -1.0 1.54e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 32 2.3722439e+02 0.00e+00 4.06e+01 -1.0 5.10e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 33 2.3688526e+02 0.00e+00 1.77e+02 -1.0 3.83e+02 - 1.00e+00 2.50e-01f 3\n",
+ " 34 2.3642461e+02 0.00e+00 2.07e+02 -1.0 1.19e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 35 2.3595182e+02 0.00e+00 1.43e+02 -1.0 1.03e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 36 2.3560587e+02 0.00e+00 2.59e+02 -1.0 1.44e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 37 2.3513061e+02 0.00e+00 8.03e+01 -1.0 8.42e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 38 2.3488013e+02 0.00e+00 1.97e+02 -1.0 2.41e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 39 2.3449691e+02 0.00e+00 1.19e+02 -1.0 1.09e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 40 2.3427130e+02 0.00e+00 2.78e+02 -1.0 1.73e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 41 2.3384049e+02 0.00e+00 5.33e+01 -1.0 7.97e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 42 2.3369807e+02 0.00e+00 2.70e+02 -1.0 3.47e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 43 2.3330295e+02 0.00e+00 4.96e+01 -1.0 8.24e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 44 2.3318925e+02 0.00e+00 2.71e+02 -1.0 3.74e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 45 2.3281443e+02 0.00e+00 4.33e+01 -1.0 8.25e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 46 2.3275803e+02 0.00e+00 2.98e+02 -1.0 4.24e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 47 2.3236282e+02 0.00e+00 3.17e+01 -1.0 7.60e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 48 2.3221846e+02 0.00e+00 1.27e+02 -1.0 5.50e+02 - 1.00e+00 2.50e-01f 3\n",
+ " 49 2.3201483e+02 0.00e+00 1.49e+02 -1.0 1.71e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 50 2.3179897e+02 0.00e+00 1.04e+02 -1.0 1.48e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 51 2.3164804e+02 0.00e+00 1.91e+02 -1.0 2.08e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 52 2.3141886e+02 0.00e+00 5.70e+01 -1.0 1.18e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 53 2.3130755e+02 0.00e+00 1.54e+02 -1.0 3.58e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 54 2.3111718e+02 0.00e+00 7.81e+01 -1.0 1.46e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 55 2.3107522e+02 0.00e+00 2.59e+02 -1.0 2.75e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 56 2.3079486e+02 0.00e+00 2.50e+01 -1.0 8.99e+01 - 1.00e+00 1.00e+00f 1\n",
+ " 57 2.3070038e+02 0.00e+00 1.19e+02 -1.0 7.26e+02 - 1.00e+00 2.50e-01f 3\n",
+ " 58 2.3055436e+02 0.00e+00 1.03e+02 -1.0 1.89e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 59 2.3042860e+02 0.00e+00 1.29e+02 -1.0 2.19e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 60 2.3028583e+02 0.00e+00 7.93e+01 -1.0 1.77e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 61 2.3021366e+02 0.00e+00 1.88e+02 -1.0 2.81e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 62 2.3003929e+02 0.00e+00 3.46e+01 -1.0 1.26e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 63 2.3001191e+02 0.00e+00 2.03e+02 -1.0 5.93e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 64 2.2983005e+02 0.00e+00 2.70e+01 -1.0 1.18e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 65 2.2976525e+02 0.00e+00 8.54e+01 -1.0 7.40e+02 - 1.00e+00 2.50e-01f 3\n",
+ " 66 2.2967924e+02 0.00e+00 1.32e+02 -1.0 2.71e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 67 2.2956122e+02 0.00e+00 5.51e+01 -1.0 1.81e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 68 2.2950042e+02 0.00e+00 9.55e+01 -1.0 4.10e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 69 2.2940873e+02 0.00e+00 9.42e+01 -1.0 2.48e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 70 2.2932042e+02 0.00e+00 9.22e+01 -1.0 2.53e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 71 2.2923586e+02 0.00e+00 9.17e+01 -1.0 2.60e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 72 2.2915389e+02 0.00e+00 8.87e+01 -1.0 2.63e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 73 2.2907619e+02 0.00e+00 9.03e+01 -1.0 2.73e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 74 2.2899924e+02 0.00e+00 8.35e+01 -1.0 2.70e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 75 2.2892928e+02 0.00e+00 9.28e+01 -1.0 2.93e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 76 2.2885469e+02 0.00e+00 7.29e+01 -1.0 2.67e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 77 2.2879869e+02 0.00e+00 1.10e+02 -1.0 3.37e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 78 2.2871923e+02 0.00e+00 4.81e+01 -1.0 2.29e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 79 2.2867960e+02 0.00e+00 7.97e+01 -1.0 5.04e+02 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 80 2.2861960e+02 0.00e+00 8.35e+01 -1.0 3.16e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 81 2.2855835e+02 0.00e+00 7.33e+01 -1.0 3.04e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 82 2.2850601e+02 0.00e+00 9.02e+01 -1.0 3.47e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 83 2.2844408e+02 0.00e+00 5.84e+01 -1.0 2.87e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 84 2.2841513e+02 0.00e+00 1.28e+02 -1.0 4.36e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 85 2.2833699e+02 0.00e+00 2.73e+01 -1.0 2.08e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 86 2.2832542e+02 0.00e+00 1.32e+02 -1.0 8.82e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 87 2.2824673e+02 0.00e+00 2.38e+01 -1.0 2.03e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 88 2.2825206e+02 0.00e+00 1.54e+02 -1.0 1.01e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 89 2.2815948e+02 0.00e+00 1.63e+01 -1.0 1.78e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 90 2.2813459e+02 0.00e+00 7.61e+01 -1.0 1.42e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 91 2.2808872e+02 0.00e+00 6.10e+01 -1.0 3.56e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 92 2.2805495e+02 0.00e+00 8.94e+01 -1.0 4.42e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 93 2.2800500e+02 0.00e+00 4.15e+01 -1.0 3.09e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 94 2.2802702e+02 0.00e+00 1.71e+02 -1.0 6.44e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 95 2.2792424e+02 0.00e+00 1.06e+01 -1.0 1.67e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 96 2.2791748e+02 0.00e+00 1.15e+02 -1.0 2.13e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 97 2.2785892e+02 0.00e+00 2.22e+01 -1.0 2.50e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 98 2.2786129e+02 0.00e+00 1.29e+02 -1.0 1.17e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 99 2.2779540e+02 0.00e+00 1.65e+01 -1.0 2.26e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 100 2.2777724e+02 0.00e+00 5.94e+01 -1.0 1.54e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 101 2.2774818e+02 0.00e+00 7.04e+01 -1.0 4.83e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 102 2.2771333e+02 0.00e+00 4.90e+01 -1.0 4.13e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 103 2.2769622e+02 0.00e+00 9.47e+01 -1.0 5.87e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 104 2.2765258e+02 0.00e+00 2.58e+01 -1.0 3.15e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 105 2.2764198e+02 0.00e+00 8.65e+01 -1.0 1.08e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 106 2.2760303e+02 0.00e+00 2.90e+01 -1.0 3.48e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 107 2.2758950e+02 0.00e+00 7.08e+01 -1.0 9.86e+02 - 1.00e+00 5.00e-01f 2\n",
+ " 108 2.2755781e+02 0.00e+00 4.04e+01 -1.0 4.27e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 109 2.2755653e+02 0.00e+00 1.14e+02 -1.0 7.34e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 110 2.2750587e+02 0.00e+00 1.49e+01 -1.0 2.73e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 111 2.2749304e+02 0.00e+00 5.28e+01 -1.0 1.85e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 112 2.2747193e+02 0.00e+00 6.32e+01 -1.0 5.81e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 113 2.2744563e+02 0.00e+00 4.34e+01 -1.0 4.92e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 114 2.2743469e+02 0.00e+00 8.62e+01 -1.0 7.10e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 115 2.2740031e+02 0.00e+00 2.22e+01 -1.0 3.69e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 116 2.2739501e+02 0.00e+00 8.21e+01 -1.0 1.34e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 117 2.2736311e+02 0.00e+00 2.31e+01 -1.0 3.92e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 118 2.2735637e+02 0.00e+00 7.43e+01 -1.0 1.31e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 119 2.2732824e+02 0.00e+00 2.66e+01 -1.0 4.37e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 120 2.2731881e+02 0.00e+00 5.93e+01 -1.0 1.17e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 121 2.2729680e+02 0.00e+00 3.90e+01 -1.0 5.50e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 122 2.2729039e+02 0.00e+00 8.43e+01 -1.0 8.25e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 123 2.2725967e+02 0.00e+00 1.85e+01 -1.0 3.96e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 124 2.2726092e+02 0.00e+00 8.95e+01 -1.0 1.68e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 125 2.2722850e+02 0.00e+00 1.55e+01 -1.0 3.78e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 126 2.2724133e+02 0.00e+00 1.12e+02 -1.0 1.99e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 127 2.2719756e+02 0.00e+00 9.40e+00 -1.0 3.07e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 128 2.2719316e+02 0.00e+00 6.59e+01 -1.0 3.11e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 129 2.2717116e+02 0.00e+00 2.53e+01 -1.0 5.19e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 130 2.2716373e+02 0.00e+00 5.12e+01 -1.0 1.30e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 131 2.2714734e+02 0.00e+00 3.91e+01 -1.0 6.70e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 132 2.2713839e+02 0.00e+00 6.36e+01 -1.0 8.71e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 133 2.2711820e+02 0.00e+00 2.42e+01 -1.0 5.49e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 134 2.2711163e+02 0.00e+00 4.96e+01 -1.0 1.39e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 135 2.2709656e+02 0.00e+00 3.71e+01 -1.0 7.04e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 136 2.2708908e+02 0.00e+00 6.28e+01 -1.0 9.34e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 137 2.2707005e+02 0.00e+00 2.21e+01 -1.0 5.66e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 138 2.2706469e+02 0.00e+00 5.08e+01 -1.0 1.54e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 139 2.2704985e+02 0.00e+00 3.16e+01 -1.0 7.00e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 140 2.2704874e+02 0.00e+00 7.62e+01 -1.0 1.11e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 141 2.2702571e+02 0.00e+00 1.34e+01 -1.0 4.76e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 142 2.2703589e+02 0.00e+00 9.48e+01 -1.0 2.48e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 143 2.2700471e+02 0.00e+00 8.16e+00 -1.0 3.87e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 144 2.2700215e+02 0.00e+00 5.56e+01 -1.0 3.85e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 145 2.2698687e+02 0.00e+00 2.22e+01 -1.0 6.57e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 146 2.2698188e+02 0.00e+00 4.25e+01 -1.0 1.59e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 147 2.2697099e+02 0.00e+00 3.54e+01 -1.0 8.56e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 148 2.2696367e+02 0.00e+00 4.87e+01 -1.0 1.02e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 149 2.2695101e+02 0.00e+00 2.54e+01 -1.0 7.54e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 150 2.2695724e+02 0.00e+00 8.56e+01 -1.0 1.41e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 151 2.2693172e+02 0.00e+00 7.80e+00 -1.0 4.37e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 152 2.2692926e+02 0.00e+00 4.86e+01 -1.0 4.12e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 153 2.2691717e+02 0.00e+00 2.25e+01 -1.0 7.63e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 154 2.2692884e+02 0.00e+00 9.45e+01 -1.0 1.59e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 155 2.2689935e+02 0.00e+00 5.59e+00 -1.0 3.98e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 156 2.2690294e+02 0.00e+00 6.96e+01 -1.0 5.49e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 157 2.2688488e+02 0.00e+00 9.67e+00 -1.0 5.39e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 158 2.2688126e+02 0.00e+00 3.18e+01 -1.0 3.47e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 159 2.2687536e+02 0.00e+00 4.20e+01 -1.0 1.15e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 160 2.2686579e+02 0.00e+00 2.36e+01 -1.0 8.80e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 161 2.2686813e+02 0.00e+00 6.89e+01 -1.0 1.53e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 162 2.2685089e+02 0.00e+00 8.28e+00 -1.0 5.42e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 163 2.2684788e+02 0.00e+00 3.35e+01 -1.0 3.97e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 164 2.2684106e+02 0.00e+00 3.20e+01 -1.0 1.09e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 165 2.2683480e+02 0.00e+00 3.35e+01 -1.0 1.14e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 166 2.2682798e+02 0.00e+00 2.94e+01 -1.0 1.09e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 167 2.2682273e+02 0.00e+00 3.64e+01 -1.0 1.23e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 168 2.2681522e+02 0.00e+00 2.31e+01 -1.0 9.96e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 169 2.2681423e+02 0.00e+00 5.30e+01 -1.0 1.53e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 170 2.2680292e+02 0.00e+00 1.02e+01 -1.0 6.85e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 171 2.2680590e+02 0.00e+00 6.08e+01 -1.0 3.25e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 172 2.2679242e+02 0.00e+00 7.14e+00 -1.0 5.93e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 173 2.2678995e+02 0.00e+00 2.95e+01 -1.0 4.40e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 174 2.2678445e+02 0.00e+00 2.73e+01 -1.0 1.19e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 175 2.2677963e+02 0.00e+00 3.02e+01 -1.0 1.27e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 176 2.2677397e+02 0.00e+00 2.38e+01 -1.0 1.14e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 177 2.2677052e+02 0.00e+00 3.59e+01 -1.0 1.43e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 178 2.2676379e+02 0.00e+00 1.54e+01 -1.0 9.52e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 179 2.2676121e+02 0.00e+00 2.63e+01 -1.0 2.11e+03 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 180 2.2675659e+02 0.00e+00 2.60e+01 -1.0 1.27e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 181 2.2675206e+02 0.00e+00 2.53e+01 -1.0 1.27e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 182 2.2674769e+02 0.00e+00 2.52e+01 -1.0 1.29e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 183 2.2674332e+02 0.00e+00 2.40e+01 -1.0 1.27e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 184 2.2673925e+02 0.00e+00 2.50e+01 -1.0 1.32e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 185 2.2673493e+02 0.00e+00 2.18e+01 -1.0 1.25e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 186 2.2673142e+02 0.00e+00 2.68e+01 -1.0 1.41e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 187 2.2672682e+02 0.00e+00 1.69e+01 -1.0 1.14e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 188 2.2672540e+02 0.00e+00 3.84e+01 -1.0 1.74e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 189 2.2671908e+02 0.00e+00 7.42e+00 -1.0 7.75e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 190 2.2671935e+02 0.00e+00 4.20e+01 -1.0 3.56e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 191 2.2671244e+02 0.00e+00 5.47e+00 -1.0 6.84e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 192 2.2671050e+02 0.00e+00 1.85e+01 -1.0 4.47e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 193 2.2670756e+02 0.00e+00 2.43e+01 -1.0 1.47e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 194 2.2670366e+02 0.00e+00 1.33e+01 -1.0 1.10e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 195 2.2670304e+02 0.00e+00 3.87e+01 -1.0 1.91e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 196 2.2669716e+02 0.00e+00 4.57e+00 -1.0 6.66e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 197 2.2669534e+02 0.00e+00 1.72e+01 -1.0 4.66e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 198 2.2669250e+02 0.00e+00 1.94e+01 -1.0 1.40e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 199 2.2668937e+02 0.00e+00 1.41e+01 -1.0 1.21e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 200 2.2668713e+02 0.00e+00 2.38e+01 -1.0 1.59e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 201 2.2668374e+02 0.00e+00 7.98e+00 -1.0 9.32e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 202 2.2668201e+02 0.00e+00 1.82e+01 -1.0 2.51e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 203 2.2667918e+02 0.00e+00 1.14e+01 -1.0 1.14e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 204 2.2667738e+02 0.00e+00 2.50e+01 -1.0 1.70e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 205 2.2667417e+02 0.00e+00 5.00e+00 -1.0 7.72e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 206 2.2667287e+02 0.00e+00 2.44e+01 -1.0 3.26e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 207 2.2666986e+02 0.00e+00 4.25e+00 -1.0 7.27e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 208 2.2666869e+02 0.00e+00 2.54e+01 -1.0 3.43e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 209 2.2666572e+02 0.00e+00 3.14e+00 -1.0 6.37e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 210 2.2666430e+02 0.00e+00 9.87e+00 -1.0 3.97e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 211 2.2666233e+02 0.00e+00 1.56e+01 -1.0 1.44e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 212 2.2666026e+02 0.00e+00 5.67e+00 -1.0 8.80e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 213 2.2665883e+02 0.00e+00 1.08e+01 -1.0 2.10e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 214 2.2665695e+02 0.00e+00 8.90e+00 -1.0 1.12e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 215 2.2665513e+02 0.00e+00 1.08e+01 -1.0 1.25e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 216 2.2665344e+02 0.00e+00 6.32e+00 -1.0 9.61e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 217 2.2665174e+02 0.00e+00 1.42e+01 -1.0 1.45e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 218 2.2665025e+02 0.00e+00 2.55e+00 -1.0 6.22e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 219 2.2664881e+02 0.00e+00 1.18e+01 -1.0 2.54e+03 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 220 2.2664753e+02 0.00e+00 2.45e+00 -1.0 6.19e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 221 2.2664621e+02 0.00e+00 8.61e+00 -1.0 2.16e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 222 2.2664508e+02 0.00e+00 2.83e+00 -1.0 6.74e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 223 2.2664407e+02 0.00e+00 5.13e+00 -1.0 1.55e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 224 2.2664289e+02 0.00e+00 4.46e+00 -1.0 8.55e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 225 2.2664178e+02 0.00e+00 4.08e+00 -1.0 8.23e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 226 2.2664078e+02 0.00e+00 3.27e+00 -1.0 7.41e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 227 2.2663982e+02 0.00e+00 3.11e+00 -1.0 7.27e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 228 2.2663903e+02 0.00e+00 2.06e+00 -1.0 5.94e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 229 2.2663823e+02 0.00e+00 2.25e+00 -1.0 6.24e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 230 2.2663770e+02 0.00e+00 9.53e-01 -1.0 4.08e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 231 2.2663687e+02 0.00e+00 2.42e+01 -1.7 8.15e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 232 2.2663440e+02 0.00e+00 2.05e+00 -1.7 6.10e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 233 2.2663313e+02 0.00e+00 1.41e+01 -1.7 6.07e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 234 2.2663144e+02 0.00e+00 5.42e+00 -1.7 1.01e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 235 2.2663024e+02 0.00e+00 1.08e+01 -1.7 2.47e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 236 2.2662865e+02 0.00e+00 8.32e+00 -1.7 1.27e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 237 2.2662713e+02 0.00e+00 1.29e+01 -1.7 1.60e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 238 2.2662559e+02 0.00e+00 5.18e+00 -1.7 1.02e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 239 2.2662447e+02 0.00e+00 9.68e+00 -1.7 2.40e+03 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 240 2.2662300e+02 0.00e+00 8.21e+00 -1.7 1.30e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 241 2.2662155e+02 0.00e+00 1.06e+01 -1.7 1.49e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 242 2.2662015e+02 0.00e+00 6.06e+00 -1.7 1.14e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 243 2.2661891e+02 0.00e+00 1.66e+01 -1.7 1.90e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 244 2.2661742e+02 0.00e+00 2.19e+00 -1.7 6.98e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 245 2.2661644e+02 0.00e+00 7.42e+00 -1.7 4.56e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 246 2.2661512e+02 0.00e+00 9.41e+00 -1.7 1.47e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 247 2.2661386e+02 0.00e+00 5.53e+00 -1.7 1.13e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 248 2.2661265e+02 0.00e+00 1.42e+01 -1.7 1.84e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 249 2.2661141e+02 0.00e+00 2.10e+00 -1.7 7.12e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 250 2.2661056e+02 0.00e+00 5.98e+00 -1.7 4.14e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 251 2.2660933e+02 0.00e+00 1.00e+01 -1.7 1.57e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 252 2.2660825e+02 0.00e+00 3.40e+00 -1.7 9.25e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 253 2.2660731e+02 0.00e+00 7.79e+00 -1.7 2.49e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 254 2.2660624e+02 0.00e+00 4.78e+00 -1.7 1.11e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 255 2.2660509e+02 0.00e+00 1.11e+01 -1.7 1.71e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 256 2.2660413e+02 0.00e+00 1.98e+00 -1.7 7.27e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 257 2.2660313e+02 0.00e+00 1.23e+01 -1.7 3.49e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 258 2.2660220e+02 0.00e+00 1.35e+00 -1.7 6.09e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 259 2.2660139e+02 0.00e+00 5.44e+00 -1.7 4.43e+03 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 260 2.2660040e+02 0.00e+00 5.58e+00 -1.7 1.25e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 261 2.2659947e+02 0.00e+00 4.78e+00 -1.7 1.17e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 262 2.2659851e+02 0.00e+00 5.74e+00 -1.7 1.29e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 263 2.2659767e+02 0.00e+00 3.59e+00 -1.7 1.03e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 264 2.2659667e+02 0.00e+00 7.73e+00 -1.7 1.51e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 265 2.2659600e+02 0.00e+00 1.57e+00 -1.7 6.86e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 266 2.2659512e+02 0.00e+00 7.24e+00 -1.7 2.80e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 267 2.2659450e+02 0.00e+00 1.39e+00 -1.7 6.53e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 268 2.2659364e+02 0.00e+00 6.84e+00 -1.7 2.76e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 269 2.2659308e+02 0.00e+00 1.18e+00 -1.7 6.08e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 270 2.2659223e+02 0.00e+00 6.61e+00 -1.7 2.77e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 271 2.2659173e+02 0.00e+00 9.22e-01 -1.7 5.44e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 272 2.2659088e+02 0.00e+00 6.87e+00 -1.7 2.88e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 273 2.2659044e+02 0.00e+00 6.00e-01 -1.7 4.43e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 274 2.2658990e+02 0.00e+00 2.49e+00 -1.7 3.28e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 275 2.2658924e+02 0.00e+00 2.98e+00 -1.7 9.97e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 276 2.2658872e+02 0.00e+00 1.71e+00 -1.7 7.58e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 277 2.2658802e+02 0.00e+00 3.69e+00 -1.7 1.12e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 278 2.2658767e+02 0.00e+00 6.78e-01 -1.7 4.82e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 279 2.2658712e+02 0.00e+00 2.63e+00 -1.7 1.78e+03 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 280 2.2658677e+02 0.00e+00 7.52e-01 -1.7 5.11e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 281 2.2658638e+02 0.00e+00 1.50e+00 -1.7 1.25e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 282 2.2658597e+02 0.00e+00 1.14e+00 -1.7 6.33e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 283 2.2658556e+02 0.00e+00 1.21e+00 -1.7 6.54e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 284 2.2658525e+02 0.00e+00 6.73e-01 -1.7 4.90e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 285 2.2658488e+02 0.00e+00 9.95e-01 -1.7 5.97e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 286 2.2658469e+02 0.00e+00 2.62e-01 -1.7 3.07e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 287 2.2658437e+02 0.00e+00 7.60e-01 -1.7 5.24e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 288 2.2658429e+02 0.00e+00 4.52e-02 -1.7 1.28e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 289 2.2658391e+02 0.00e+00 2.10e+01 -2.5 4.44e+04 - 9.21e-01 6.25e-02f 5\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 290 2.2658217e+02 0.00e+00 1.55e+00 -2.5 7.62e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 291 2.2658148e+02 0.00e+00 1.51e+01 -2.5 9.19e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 292 2.2658023e+02 0.00e+00 2.85e+00 -2.5 1.05e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 293 2.2657978e+02 0.00e+00 1.90e+01 -2.5 5.24e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 294 2.2657827e+02 0.00e+00 1.71e+00 -2.5 8.28e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 295 2.2657754e+02 0.00e+00 1.18e+01 -2.5 8.26e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 296 2.2657648e+02 0.00e+00 4.15e+00 -2.5 1.31e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 297 2.2657575e+02 0.00e+00 9.86e+00 -2.5 3.60e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 298 2.2657475e+02 0.00e+00 5.66e+00 -2.5 1.55e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 299 2.2657407e+02 0.00e+00 1.62e+01 -2.5 2.65e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 300 2.2657284e+02 0.00e+00 1.98e+00 -2.5 9.34e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 301 2.2657216e+02 0.00e+00 8.45e+00 -2.5 7.04e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 302 2.2657122e+02 0.00e+00 6.86e+00 -2.5 1.76e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 303 2.2657034e+02 0.00e+00 9.99e+00 -2.5 2.14e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 304 2.2656941e+02 0.00e+00 4.64e+00 -2.5 1.47e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 305 2.2656909e+02 0.00e+00 2.01e+01 -2.5 3.09e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 306 2.2656758e+02 0.00e+00 1.09e+00 -2.5 7.29e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 307 2.2656720e+02 0.00e+00 1.77e+01 -2.5 1.15e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 308 2.2656592e+02 0.00e+00 1.31e+00 -2.5 8.13e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 309 2.2656532e+02 0.00e+00 1.26e+01 -2.5 9.70e+03 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 310 2.2656439e+02 0.00e+00 2.46e+00 -2.5 1.13e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 311 2.2656391e+02 0.00e+00 1.53e+01 -2.5 5.42e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 312 2.2656285e+02 0.00e+00 1.57e+00 -2.5 9.15e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 313 2.2656223e+02 0.00e+00 8.72e+00 -2.5 8.06e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 314 2.2656143e+02 0.00e+00 4.51e+00 -2.5 1.57e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 315 2.2656092e+02 0.00e+00 1.58e+01 -2.5 2.96e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 316 2.2655986e+02 0.00e+00 1.30e+00 -2.5 8.59e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 317 2.2655927e+02 0.00e+00 1.03e+01 -2.5 9.26e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 318 2.2655849e+02 0.00e+00 2.83e+00 -2.5 1.28e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 319 2.2655791e+02 0.00e+00 9.89e+00 -2.5 4.47e+03 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 320 2.2655716e+02 0.00e+00 2.92e+00 -2.5 1.32e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 321 2.2655659e+02 0.00e+00 9.02e+00 -2.5 4.28e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 322 2.2655587e+02 0.00e+00 3.29e+00 -2.5 1.42e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 323 2.2655532e+02 0.00e+00 7.32e+00 -2.5 3.76e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 324 2.2655463e+02 0.00e+00 4.67e+00 -2.5 1.72e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 325 2.2655399e+02 0.00e+00 1.08e+01 -2.5 2.63e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 326 2.2655327e+02 0.00e+00 2.01e+00 -2.5 1.14e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 327 2.2655283e+02 0.00e+00 1.35e+01 -2.5 5.75e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 328 2.2655200e+02 0.00e+00 1.20e+00 -2.5 8.97e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 329 2.2655147e+02 0.00e+00 8.39e+00 -2.5 9.01e+03 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 330 2.2655083e+02 0.00e+00 2.90e+00 -2.5 1.41e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 331 2.2655032e+02 0.00e+00 6.96e+00 -2.5 3.91e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 332 2.2654970e+02 0.00e+00 3.93e+00 -2.5 1.66e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 333 2.2654915e+02 0.00e+00 1.15e+01 -2.5 2.87e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 334 2.2654847e+02 0.00e+00 1.34e+00 -2.5 9.87e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 335 2.2654799e+02 0.00e+00 6.00e+00 -2.5 7.66e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 336 2.2654740e+02 0.00e+00 4.54e+00 -2.5 1.84e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 337 2.2654680e+02 0.00e+00 7.52e+00 -2.5 2.38e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 338 2.2654624e+02 0.00e+00 2.69e+00 -2.5 1.43e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 339 2.2654578e+02 0.00e+00 6.10e+00 -2.5 3.84e+03 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 340 2.2654523e+02 0.00e+00 3.77e+00 -2.5 1.72e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 341 2.2654468e+02 0.00e+00 9.25e+00 -2.5 2.71e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 342 2.2654413e+02 0.00e+00 1.52e+00 -2.5 1.11e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 343 2.2654374e+02 0.00e+00 1.25e+01 -2.5 6.19e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 344 2.2654307e+02 0.00e+00 7.64e-01 -2.5 7.96e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 345 2.2654261e+02 0.00e+00 9.64e+00 -2.5 1.10e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 346 2.2654208e+02 0.00e+00 1.18e+00 -2.5 1.00e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 347 2.2654167e+02 0.00e+00 4.81e+00 -2.5 7.34e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 348 2.2654116e+02 0.00e+00 4.31e+00 -2.5 1.93e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 349 2.2654065e+02 0.00e+00 5.11e+00 -2.5 2.12e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 350 2.2654017e+02 0.00e+00 3.49e+00 -2.5 1.76e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 351 2.2653966e+02 0.00e+00 6.98e+00 -2.5 2.51e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 352 2.2653922e+02 0.00e+00 1.71e+00 -2.5 1.25e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 353 2.2653878e+02 0.00e+00 6.98e+00 -2.5 4.76e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 354 2.2653836e+02 0.00e+00 1.56e+00 -2.5 1.21e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 355 2.2653792e+02 0.00e+00 7.42e+00 -2.5 5.01e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 356 2.2653751e+02 0.00e+00 1.26e+00 -2.5 1.10e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 357 2.2653710e+02 0.00e+00 9.56e+00 -2.5 5.88e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 358 2.2653665e+02 0.00e+00 6.84e-01 -2.5 8.19e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 359 2.2653623e+02 0.00e+00 6.36e+00 -2.5 9.61e+03 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 360 2.2653585e+02 0.00e+00 1.39e+00 -2.5 1.18e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 361 2.2653544e+02 0.00e+00 6.78e+00 -2.5 4.96e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 362 2.2653508e+02 0.00e+00 1.10e+00 -2.5 1.06e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 363 2.2653467e+02 0.00e+00 8.88e+00 -2.5 5.86e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 364 2.2653428e+02 0.00e+00 5.74e-01 -2.5 7.75e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 365 2.2653387e+02 0.00e+00 6.13e+00 -2.5 9.81e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 366 2.2653354e+02 0.00e+00 1.07e+00 -2.5 1.07e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 367 2.2653314e+02 0.00e+00 7.54e+00 -2.5 5.49e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 368 2.2653281e+02 0.00e+00 6.27e-01 -2.5 8.27e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 369 2.2653244e+02 0.00e+00 4.38e+00 -2.5 8.29e+03 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 370 2.2653213e+02 0.00e+00 1.63e+00 -2.5 1.35e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 371 2.2653182e+02 0.00e+00 3.36e+00 -2.5 3.38e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 372 2.2653148e+02 0.00e+00 2.43e+00 -2.5 1.66e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 373 2.2653108e+02 0.00e+00 4.24e+00 -2.5 2.20e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 374 2.2653080e+02 0.00e+00 1.34e+00 -2.5 1.24e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 375 2.2653048e+02 0.00e+00 3.49e+00 -2.5 3.63e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 376 2.2653019e+02 0.00e+00 1.71e+00 -2.5 1.42e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 377 2.2652978e+02 0.00e+00 6.24e+00 -2.5 2.72e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 378 2.2652953e+02 0.00e+00 4.61e-01 -2.5 7.44e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 379 2.2652921e+02 0.00e+00 3.63e+00 -2.5 7.97e+03 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 380 2.2652895e+02 0.00e+00 1.16e+00 -2.5 1.19e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 381 2.2652867e+02 0.00e+00 2.92e+00 -2.5 3.39e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 382 2.2652840e+02 0.00e+00 1.52e+00 -2.5 1.37e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 383 2.2652803e+02 0.00e+00 4.84e+00 -2.5 2.46e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 384 2.2652783e+02 0.00e+00 4.62e-01 -2.5 7.65e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 385 2.2652757e+02 0.00e+00 2.35e+00 -2.5 6.38e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 386 2.2652731e+02 0.00e+00 1.62e+00 -2.5 1.44e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 387 2.2652699e+02 0.00e+00 2.97e+00 -2.5 1.96e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 388 2.2652679e+02 0.00e+00 8.31e-01 -2.5 1.04e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 389 2.2652653e+02 0.00e+00 2.45e+00 -2.5 3.27e+03 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 390 2.2652632e+02 0.00e+00 9.89e-01 -2.5 1.14e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 391 2.2652612e+02 0.00e+00 1.71e+00 -2.5 2.55e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 392 2.2652587e+02 0.00e+00 1.61e+00 -2.5 1.47e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 393 2.2652563e+02 0.00e+00 1.59e+00 -2.5 1.47e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 394 2.2652540e+02 0.00e+00 1.43e+00 -2.5 1.39e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 395 2.2652517e+02 0.00e+00 1.53e+00 -2.5 1.45e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 396 2.2652496e+02 0.00e+00 1.16e+00 -2.5 1.27e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 397 2.2652472e+02 0.00e+00 1.67e+00 -2.5 1.53e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 398 2.2652456e+02 0.00e+00 7.12e-01 -2.5 9.99e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 399 2.2652426e+02 0.00e+00 2.92e+00 -2.5 2.03e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 400 2.2652416e+02 0.00e+00 1.63e-01 -2.5 4.82e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 401 2.2652397e+02 0.00e+00 1.24e+00 -2.5 5.06e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 402 2.2652382e+02 0.00e+00 6.10e-01 -2.5 9.36e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 403 2.2652358e+02 0.00e+00 1.81e+00 -2.5 1.62e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 404 2.2652349e+02 0.00e+00 1.85e-01 -2.5 5.18e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 405 2.2652326e+02 0.00e+00 1.78e+00 -2.5 3.14e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 406 2.2652319e+02 0.00e+00 1.11e-01 -2.5 4.04e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 407 2.2652307e+02 0.00e+00 5.21e-01 -2.5 3.21e+03 - 1.00e+00 2.50e-01f 3\n",
+ " 408 2.2652292e+02 0.00e+00 6.74e-01 -2.5 9.99e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 409 2.2652282e+02 0.00e+00 2.98e-01 -2.5 6.65e+02 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 410 2.2652266e+02 0.00e+00 8.06e-01 -2.5 1.10e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 411 2.2652261e+02 0.00e+00 8.55e-02 -2.5 3.58e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 412 2.2652250e+02 0.00e+00 3.97e-01 -2.5 1.46e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 413 2.2652244e+02 0.00e+00 1.10e-01 -2.5 4.08e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 414 2.2652233e+02 0.00e+00 3.52e-01 -2.5 7.29e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 415 2.2652231e+02 0.00e+00 2.02e-02 -2.5 1.75e+02 - 1.00e+00 1.00e+00f 1\n",
+ " 416 2.2652210e+02 0.00e+00 1.18e+01 -3.8 1.36e+05 - 7.79e-01 3.12e-02f 6\n",
+ " 417 2.2652148e+02 0.00e+00 1.46e+00 -3.8 1.50e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 418 2.2652119e+02 0.00e+00 6.44e+00 -3.8 1.16e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 419 2.2652075e+02 0.00e+00 4.74e+00 -3.8 2.74e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 420 2.2652039e+02 0.00e+00 8.51e+00 -3.8 3.70e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 421 2.2651991e+02 0.00e+00 2.64e+00 -3.8 2.08e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 422 2.2651963e+02 0.00e+00 7.79e+00 -3.8 6.55e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 423 2.2651918e+02 0.00e+00 3.05e+00 -3.8 2.26e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 424 2.2651890e+02 0.00e+00 6.26e+00 -3.8 5.67e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 425 2.2651848e+02 0.00e+00 4.57e+00 -3.8 2.81e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 426 2.2651814e+02 0.00e+00 8.34e+00 -3.8 3.82e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 427 2.2651769e+02 0.00e+00 2.51e+00 -3.8 2.11e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 428 2.2651743e+02 0.00e+00 7.78e+00 -3.8 6.84e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 429 2.2651700e+02 0.00e+00 2.79e+00 -3.8 2.25e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 430 2.2651673e+02 0.00e+00 6.54e+00 -3.8 6.15e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 431 2.2651633e+02 0.00e+00 3.83e+00 -3.8 2.67e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 432 2.2651610e+02 0.00e+00 1.08e+01 -3.8 4.51e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 433 2.2651558e+02 0.00e+00 1.37e+00 -3.8 1.62e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 434 2.2651532e+02 0.00e+00 5.76e+00 -3.8 1.21e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 435 2.2651495e+02 0.00e+00 4.64e+00 -3.8 3.02e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 436 2.2651461e+02 0.00e+00 6.98e+00 -3.8 3.73e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 437 2.2651422e+02 0.00e+00 3.06e+00 -3.8 2.49e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 438 2.2651398e+02 0.00e+00 5.35e+00 -3.8 5.58e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 439 2.2651362e+02 0.00e+00 5.05e+00 -3.8 3.23e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 440 2.2651328e+02 0.00e+00 5.56e+00 -3.8 3.41e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 441 2.2651292e+02 0.00e+00 4.52e+00 -3.8 3.10e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 442 2.2651260e+02 0.00e+00 6.68e+00 -3.8 3.80e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 443 2.2651224e+02 0.00e+00 3.04e+00 -3.8 2.58e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 444 2.2651200e+02 0.00e+00 5.05e+00 -3.8 5.59e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 445 2.2651167e+02 0.00e+00 5.14e+00 -3.8 3.39e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 446 2.2651134e+02 0.00e+00 4.88e+00 -3.8 3.33e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 447 2.2651101e+02 0.00e+00 5.33e+00 -3.8 3.50e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 448 2.2651068e+02 0.00e+00 4.40e+00 -3.8 3.20e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 449 2.2651038e+02 0.00e+00 6.31e+00 -3.8 3.86e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 450 2.2651004e+02 0.00e+00 3.05e+00 -3.8 2.70e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 451 2.2650997e+02 0.00e+00 1.25e+01 -3.8 5.51e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 452 2.2650939e+02 0.00e+00 7.56e-01 -3.8 1.37e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 453 2.2650930e+02 0.00e+00 1.13e+01 -3.8 2.07e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 454 2.2650880e+02 0.00e+00 8.98e-01 -3.8 1.51e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 455 2.2650862e+02 0.00e+00 8.29e+00 -3.8 1.76e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 456 2.2650825e+02 0.00e+00 1.61e+00 -3.8 2.04e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 457 2.2650814e+02 0.00e+00 1.06e+01 -3.8 1.01e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 458 2.2650768e+02 0.00e+00 9.58e-01 -3.8 1.60e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 459 2.2650748e+02 0.00e+00 7.08e+00 -3.8 1.65e+04 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 460 2.2650716e+02 0.00e+00 2.07e+00 -3.8 2.38e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 461 2.2650696e+02 0.00e+00 6.73e+00 -3.8 7.91e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 462 2.2650664e+02 0.00e+00 2.23e+00 -3.8 2.49e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 463 2.2650644e+02 0.00e+00 5.94e+00 -3.8 7.37e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 464 2.2650614e+02 0.00e+00 2.78e+00 -3.8 2.81e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 465 2.2650595e+02 0.00e+00 4.44e+00 -3.8 5.93e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 466 2.2650567e+02 0.00e+00 4.79e+00 -3.8 3.73e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 467 2.2650539e+02 0.00e+00 4.05e+00 -3.8 3.46e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 468 2.2650513e+02 0.00e+00 5.55e+00 -3.8 4.07e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 469 2.2650485e+02 0.00e+00 2.94e+00 -3.8 2.98e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 470 2.2650472e+02 0.00e+00 1.01e+01 -3.8 5.56e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 471 2.2650431e+02 0.00e+00 8.66e-01 -3.8 1.64e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 472 2.2650413e+02 0.00e+00 7.00e+00 -3.8 1.79e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 473 2.2650383e+02 0.00e+00 1.74e+00 -3.8 2.35e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 474 2.2650367e+02 0.00e+00 7.46e+00 -3.8 9.21e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 475 2.2650336e+02 0.00e+00 1.48e+00 -3.8 2.20e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 476 2.2650326e+02 0.00e+00 9.38e+00 -3.8 1.07e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 477 2.2650289e+02 0.00e+00 9.11e-01 -3.8 1.74e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 478 2.2650271e+02 0.00e+00 5.98e+00 -3.8 1.69e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 479 2.2650244e+02 0.00e+00 2.17e+00 -3.8 2.72e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 480 2.2650227e+02 0.00e+00 5.01e+00 -3.8 7.35e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 481 2.2650201e+02 0.00e+00 2.99e+00 -3.8 3.23e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 482 2.2650184e+02 0.00e+00 8.13e+00 -3.8 5.35e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 483 2.2650153e+02 0.00e+00 1.11e+00 -3.8 1.99e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 484 2.2650136e+02 0.00e+00 4.20e+00 -3.8 1.39e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 485 2.2650113e+02 0.00e+00 3.99e+00 -3.8 3.81e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 486 2.2650090e+02 0.00e+00 4.34e+00 -3.8 4.00e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 487 2.2650066e+02 0.00e+00 3.61e+00 -3.8 3.67e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 488 2.2650044e+02 0.00e+00 5.09e+00 -3.8 4.39e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 489 2.2650020e+02 0.00e+00 2.54e+00 -3.8 3.12e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 490 2.2650011e+02 0.00e+00 9.79e+00 -3.8 6.16e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 491 2.2649974e+02 0.00e+00 6.68e-01 -3.8 1.62e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 492 2.2649963e+02 0.00e+00 8.08e+00 -3.8 2.19e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 493 2.2649933e+02 0.00e+00 9.50e-01 -3.8 1.95e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 494 2.2649917e+02 0.00e+00 4.54e+00 -3.8 1.58e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 495 2.2649895e+02 0.00e+00 2.89e+00 -3.8 3.45e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 496 2.2649878e+02 0.00e+00 6.90e+00 -3.8 5.35e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 497 2.2649853e+02 0.00e+00 1.22e+00 -3.8 2.26e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 498 2.2649847e+02 0.00e+00 9.57e+00 -3.8 1.23e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 499 2.2649812e+02 0.00e+00 6.14e-01 -3.8 1.63e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 500 2.2649802e+02 0.00e+00 8.29e+00 -3.8 2.33e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 501 2.2649773e+02 0.00e+00 7.90e-01 -3.8 1.87e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 502 2.2649758e+02 0.00e+00 5.36e+00 -3.8 1.84e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 503 2.2649736e+02 0.00e+00 1.83e+00 -3.8 2.87e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 504 2.2649722e+02 0.00e+00 4.63e+00 -3.8 8.21e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 505 2.2649701e+02 0.00e+00 2.36e+00 -3.8 3.29e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 506 2.2649691e+02 0.00e+00 8.74e+00 -3.8 6.37e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 507 2.2649661e+02 0.00e+00 6.45e-01 -3.8 1.74e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 508 2.2649649e+02 0.00e+00 6.80e+00 -3.8 2.19e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 509 2.2649625e+02 0.00e+00 1.03e+00 -3.8 2.22e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 510 2.2649612e+02 0.00e+00 3.32e+00 -3.8 1.40e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 511 2.2649593e+02 0.00e+00 4.14e+00 -3.8 4.50e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 512 2.2649574e+02 0.00e+00 2.63e+00 -3.8 3.61e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 513 2.2649559e+02 0.00e+00 6.31e+00 -3.8 5.62e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 514 2.2649537e+02 0.00e+00 1.10e+00 -3.8 2.36e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 515 2.2649525e+02 0.00e+00 2.89e+00 -3.8 1.30e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 516 2.2649508e+02 0.00e+00 5.00e+00 -3.8 5.08e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 517 2.2649489e+02 0.00e+00 1.67e+00 -3.8 2.95e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 518 2.2649476e+02 0.00e+00 4.39e+00 -3.8 8.65e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 519 2.2649458e+02 0.00e+00 2.09e+00 -3.8 3.34e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 520 2.2649451e+02 0.00e+00 8.81e+00 -3.8 6.89e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 521 2.2649421e+02 0.00e+00 5.03e-01 -3.8 1.66e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 522 2.2649415e+02 0.00e+00 8.36e+00 -3.8 2.65e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 523 2.2649388e+02 0.00e+00 5.39e-01 -3.8 1.73e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 524 2.2649379e+02 0.00e+00 7.20e+00 -3.8 2.47e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 525 2.2649356e+02 0.00e+00 7.01e-01 -3.8 2.00e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 526 2.2649343e+02 0.00e+00 4.57e+00 -3.8 1.93e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 527 2.2649326e+02 0.00e+00 1.67e+00 -3.8 3.12e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 528 2.2649314e+02 0.00e+00 3.81e+00 -3.8 8.33e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 529 2.2649297e+02 0.00e+00 2.33e+00 -3.8 3.71e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 530 2.2649284e+02 0.00e+00 6.01e+00 -3.8 5.99e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 531 2.2649265e+02 0.00e+00 9.07e-01 -3.8 2.34e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 532 2.2649254e+02 0.00e+00 2.94e+00 -3.8 1.48e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 533 2.2649238e+02 0.00e+00 3.63e+00 -3.8 4.72e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 534 2.2649222e+02 0.00e+00 2.35e+00 -3.8 3.82e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 535 2.2649208e+02 0.00e+00 5.43e+00 -3.8 5.84e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 536 2.2649191e+02 0.00e+00 1.02e+00 -3.8 2.54e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 537 2.2649183e+02 0.00e+00 7.17e+00 -3.8 1.31e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 538 2.2649162e+02 0.00e+00 5.63e-01 -3.8 1.91e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 539 2.2649151e+02 0.00e+00 5.31e+00 -3.8 2.26e+04 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 540 2.2649134e+02 0.00e+00 9.89e-01 -3.8 2.56e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 541 2.2649127e+02 0.00e+00 7.03e+00 -3.8 1.32e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 542 2.2649106e+02 0.00e+00 5.45e-01 -3.8 1.92e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 543 2.2649095e+02 0.00e+00 5.25e+00 -3.8 2.30e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 544 2.2649079e+02 0.00e+00 9.41e-01 -3.8 2.54e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 545 2.2649072e+02 0.00e+00 7.16e+00 -3.8 1.36e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 546 2.2649051e+02 0.00e+00 4.88e-01 -3.8 1.85e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 547 2.2649042e+02 0.00e+00 5.89e+00 -3.8 2.50e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 548 2.2649025e+02 0.00e+00 6.95e-01 -3.8 2.23e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 549 2.2649014e+02 0.00e+00 3.29e+00 -3.8 1.79e+04 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 550 2.2649000e+02 0.00e+00 2.13e+00 -3.8 3.94e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 551 2.2648988e+02 0.00e+00 4.91e+00 -3.8 6.01e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 552 2.2648973e+02 0.00e+00 9.25e-01 -3.8 2.62e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 553 2.2648965e+02 0.00e+00 6.43e+00 -3.8 1.34e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 554 2.2648948e+02 0.00e+00 5.20e-01 -3.8 1.99e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 555 2.2648937e+02 0.00e+00 4.64e+00 -3.8 2.28e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 556 2.2648923e+02 0.00e+00 9.61e-01 -3.8 2.72e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 557 2.2648914e+02 0.00e+00 5.64e+00 -3.8 1.27e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 558 2.2648899e+02 0.00e+00 6.28e-01 -3.8 2.22e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 559 2.2648889e+02 0.00e+00 3.26e+00 -3.8 1.88e+04 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 560 2.2648876e+02 0.00e+00 1.80e+00 -3.8 3.79e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 561 2.2648866e+02 0.00e+00 5.68e+00 -3.8 6.77e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 562 2.2648851e+02 0.00e+00 5.72e-01 -3.8 2.16e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 563 2.2648841e+02 0.00e+00 3.50e+00 -3.8 2.01e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 564 2.2648829e+02 0.00e+00 1.44e+00 -3.8 3.46e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 565 2.2648819e+02 0.00e+00 2.75e+00 -3.8 8.24e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 566 2.2648807e+02 0.00e+00 2.24e+00 -3.8 4.35e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 567 2.2648795e+02 0.00e+00 3.28e+00 -3.8 5.29e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 568 2.2648783e+02 0.00e+00 1.52e+00 -3.8 3.61e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 569 2.2648775e+02 0.00e+00 2.45e+00 -3.8 7.67e+03 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 570 2.2648763e+02 0.00e+00 2.59e+00 -3.8 4.76e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 571 2.2648751e+02 0.00e+00 2.27e+00 -3.8 4.48e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 572 2.2648739e+02 0.00e+00 2.89e+00 -3.8 5.07e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 573 2.2648728e+02 0.00e+00 1.76e+00 -3.8 3.98e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 574 2.2648718e+02 0.00e+00 4.56e+00 -3.8 6.44e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 575 2.2648706e+02 0.00e+00 6.78e-01 -3.8 2.50e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 576 2.2648697e+02 0.00e+00 2.23e+00 -3.8 1.60e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 577 2.2648686e+02 0.00e+00 2.70e+00 -3.8 5.01e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 578 2.2648675e+02 0.00e+00 1.81e+00 -3.8 4.13e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 579 2.2648664e+02 0.00e+00 3.88e+00 -3.8 6.07e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 580 2.2648654e+02 0.00e+00 8.40e-01 -3.8 2.84e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 581 2.2648645e+02 0.00e+00 4.54e+00 -3.8 1.26e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 582 2.2648634e+02 0.00e+00 5.89e-01 -3.8 2.40e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 583 2.2648625e+02 0.00e+00 2.38e+00 -3.8 1.74e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 584 2.2648615e+02 0.00e+00 2.04e+00 -3.8 4.50e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 585 2.2648604e+02 0.00e+00 2.70e+00 -3.8 5.19e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 586 2.2648594e+02 0.00e+00 1.52e+00 -3.8 3.92e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 587 2.2648585e+02 0.00e+00 4.58e+00 -3.8 6.83e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 588 2.2648574e+02 0.00e+00 5.06e-01 -3.8 2.28e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 589 2.2648565e+02 0.00e+00 2.63e+00 -3.8 1.93e+04 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 590 2.2648556e+02 0.00e+00 1.45e+00 -3.8 3.90e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 591 2.2648547e+02 0.00e+00 4.56e+00 -3.8 6.93e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 592 2.2648536e+02 0.00e+00 4.64e-01 -3.8 2.22e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 593 2.2648528e+02 0.00e+00 2.77e+00 -3.8 2.04e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 594 2.2648518e+02 0.00e+00 1.20e+00 -3.8 3.60e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 595 2.2648511e+02 0.00e+00 2.12e+00 -3.8 8.12e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 596 2.2648501e+02 0.00e+00 1.95e+00 -3.8 4.63e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 597 2.2648492e+02 0.00e+00 2.23e+00 -3.8 4.96e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 598 2.2648483e+02 0.00e+00 1.68e+00 -3.8 4.33e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 599 2.2648473e+02 0.00e+00 2.85e+00 -3.8 5.66e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 600 2.2648464e+02 0.00e+00 9.76e-01 -3.8 3.33e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 601 2.2648457e+02 0.00e+00 2.44e+00 -3.8 9.44e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 602 2.2648448e+02 0.00e+00 1.27e+00 -3.8 3.83e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 603 2.2648440e+02 0.00e+00 4.45e+00 -3.8 7.19e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 604 2.2648430e+02 0.00e+00 3.63e-01 -3.8 2.06e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 605 2.2648422e+02 0.00e+00 3.12e+00 -3.8 2.32e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 606 2.2648414e+02 0.00e+00 7.02e-01 -3.8 2.89e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 607 2.2648406e+02 0.00e+00 3.51e+00 -3.8 1.23e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 608 2.2648398e+02 0.00e+00 5.27e-01 -3.8 2.52e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 609 2.2648391e+02 0.00e+00 1.69e+00 -3.8 1.59e+04 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 610 2.2648382e+02 0.00e+00 2.14e+00 -3.8 5.12e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 611 2.2648374e+02 0.00e+00 1.30e+00 -3.8 4.01e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 612 2.2648366e+02 0.00e+00 3.37e+00 -3.8 6.48e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 613 2.2648358e+02 0.00e+00 5.01e-01 -3.8 2.51e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 614 2.2648352e+02 0.00e+00 1.63e+00 -3.8 1.59e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 615 2.2648343e+02 0.00e+00 2.02e+00 -3.8 5.07e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 616 2.2648336e+02 0.00e+00 1.28e+00 -3.8 4.05e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 617 2.2648327e+02 0.00e+00 3.06e+00 -3.8 6.29e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 618 2.2648320e+02 0.00e+00 5.28e-01 -3.8 2.62e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 619 2.2648313e+02 0.00e+00 4.21e+00 -3.8 1.44e+04 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 620 2.2648305e+02 0.00e+00 2.64e-01 -3.8 1.87e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 621 2.2648297e+02 0.00e+00 3.51e+00 -3.8 2.66e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 622 2.2648290e+02 0.00e+00 3.57e-01 -3.8 2.19e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 623 2.2648283e+02 0.00e+00 2.09e+00 -3.8 1.98e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 624 2.2648276e+02 0.00e+00 9.52e-01 -3.8 3.60e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 625 2.2648270e+02 0.00e+00 1.55e+00 -3.8 7.68e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 626 2.2648263e+02 0.00e+00 1.62e+00 -3.8 4.72e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 627 2.2648256e+02 0.00e+00 1.45e+00 -3.8 4.48e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 628 2.2648248e+02 0.00e+00 1.74e+00 -3.8 4.94e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 629 2.2648241e+02 0.00e+00 1.17e+00 -3.8 4.06e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 630 2.2648233e+02 0.00e+00 2.47e+00 -3.8 5.93e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 631 2.2648227e+02 0.00e+00 5.44e-01 -3.8 2.79e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 632 2.2648220e+02 0.00e+00 2.79e+00 -3.8 1.21e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 633 2.2648214e+02 0.00e+00 4.01e-01 -3.8 2.41e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 634 2.2648209e+02 0.00e+00 1.35e+00 -3.8 1.57e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 635 2.2648202e+02 0.00e+00 1.60e+00 -3.8 4.84e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 636 2.2648195e+02 0.00e+00 1.11e+00 -3.8 4.05e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 637 2.2648188e+02 0.00e+00 2.18e+00 -3.8 5.70e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 638 2.2648182e+02 0.00e+00 5.55e-01 -3.8 2.89e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 639 2.2648176e+02 0.00e+00 2.21e+00 -3.8 1.08e+04 - 1.00e+00 5.00e-01f 2\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 640 2.2648170e+02 0.00e+00 5.06e-01 -3.8 2.77e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 641 2.2648164e+02 0.00e+00 2.41e+00 -3.8 1.15e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 642 2.2648158e+02 0.00e+00 3.98e-01 -3.8 2.48e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 643 2.2648154e+02 0.00e+00 1.09e+00 -3.8 1.40e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 644 2.2648147e+02 0.00e+00 1.80e+00 -3.8 5.29e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 645 2.2648141e+02 0.00e+00 6.41e-01 -3.8 3.17e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 646 2.2648136e+02 0.00e+00 1.48e+00 -3.8 8.54e+03 - 1.00e+00 5.00e-01f 2\n",
+ " 647 2.2648130e+02 0.00e+00 8.83e-01 -3.8 3.74e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 648 2.2648123e+02 0.00e+00 2.33e+00 -3.8 6.10e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 649 2.2648118e+02 0.00e+00 3.30e-01 -3.8 2.31e+03 - 1.00e+00 1.00e+00f 1\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 650 2.2648114e+02 0.00e+00 1.11e+00 -3.8 1.49e+04 - 1.00e+00 2.50e-01f 3\n",
+ " 651 2.2648107e+02 0.00e+00 1.33e+00 -3.8 4.65e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 652 2.2648102e+02 0.00e+00 8.98e-01 -3.8 3.83e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 653 2.2648095e+02 0.00e+00 1.85e+00 -3.8 5.52e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 654 2.2648091e+02 0.00e+00 4.26e-01 -3.8 2.66e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 655 2.2648085e+02 0.00e+00 1.97e+00 -3.8 1.08e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 656 2.2648080e+02 0.00e+00 3.45e-01 -3.8 2.41e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 657 2.2648074e+02 0.00e+00 2.58e+00 -3.8 1.27e+04 - 1.00e+00 5.00e-01f 2\n",
+ " 658 2.2648070e+02 0.00e+00 1.85e-01 -3.8 1.77e+03 - 1.00e+00 1.00e+00f 1\n",
+ " 659 2.2648064e+02 0.00e+00 1.82e+00 -3.8 2.14e+04 - 1.00e+00 2.50e-01f 3\n",
+ "iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls\n",
+ " 660 2.2648060e+02 0.00e+00 3.40e-01 -3.8 2.42e+03 - 1.00e+00 1.00e+00f 1\n",
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\n",
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+ ]
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+ "metadata": {},
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+ ],
+ "source": [
+ "using Logging, NLPModels, NLPModelsIpopt, JSOSolvers\n",
+ "\n",
+ "states = unique(data.state)\n",
+ "st_idx = findall([data[data.state .== st,:cases][end] for st in states] .>= 100)\n",
+ "states = states[st_idx]\n",
+ "clrs = distinguishable_colors(length(states) + 1, [RGB(0, 0, 0), RGB(1.0, 0.0, 0.0)])[2:end]\n",
+ "\n",
+ "plot(size=(800,300))\n",
+ "\n",
+ "for (i,st) in enumerate(states)\n",
+ " df = data[data.state .== st,:]\n",
+ " #print(df)\n",
+ " I = setdiff(unique([findfirst(df.date .== dt) for dt in dates]), [nothing])\n",
+ " #print(I)\n",
+ " df = df[I,:]\n",
+ "\n",
+ " idx = findfirst(df.cases .≥ 100)\n",
+ " y = df.cases[idx:end]\n",
+ " n = length(y)\n",
+ " x = 1:n\n",
+ "\n",
+ " h(β, xi) = β[3] / (1 + exp(-β[1] - β[2] * xi))\n",
+ " lvar = [-Inf; -Inf; y[end] * 2]\n",
+ " uvar = [ 0.0; Inf; Inf]\n",
+ "\n",
+ " res(β) = [y[i] - h(β, x[i]) for i = 1:n]\n",
+ " nls = ADNLSModel(res, [-1.0; 1.0; y[end] * 3], n, lvar=lvar, uvar=uvar)\n",
+ " output = with_logger(NullLogger()) do\n",
+ " #tron(nls)\n",
+ " ipopt(nls)\n",
+ " end\n",
+ " β = output.solution\n",
+ " \n",
+ " dates_idx = [findfirst(dates .== d) for d in df.date[idx:end]]\n",
+ "\n",
+ " next = 7\n",
+ " xnext = (1:n+next)\n",
+ " \n",
+ " plot!(dates_idx, y, m=:dot, ms=5, lab=\"\", c=clrs[i])\n",
+ " \n",
+ " next = 1\n",
+ " xnext = (1:n+next)\n",
+ " append!(dates_idx, dates_idx[end] .+ (1:next))\n",
+ " hx = [h(β, xi) for xi in xnext]\n",
+ " plot!(dates_idx, hx, c=clrs[i], lw=2, yaxis=:log, m=:dot, ms=2,\n",
+ " lab=\"$st max: $(β[3])\")\n",
+ "end\n",
+ "plot!()"
+ ]
+ },
+ {
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+ "execution_count": 12,
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+ "visible": true,
+ "zeroline": false,
+ "zerolinecolor": "rgba(0, 0, 0, 1.000)"
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+ "anchor": "x1",
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+ "gridcolor": "rgba(0, 0, 0, 0.100)",
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+ 3.289546064397387
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+ "tickcolor": "rgb(0, 0, 0)",
+ "tickfont": {
+ "color": "rgba(0, 0, 0, 1.000)",
+ "family": "sans-serif",
+ "size": 11
+ },
+ "tickmode": "array",
+ "ticks": "inside",
+ "ticktext": [
+ "10^2.1",
+ "10^2.4",
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+ "10^3.0"
+ ],
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+ "color": "rgba(0, 0, 0, 1.000)",
+ "family": "sans-serif",
+ "size": 15
+ },
+ "type": "log",
+ "visible": true,
+ "zeroline": false,
+ "zerolinecolor": "rgba(0, 0, 0, 1.000)"
+ }
+ }
+ },
+ "text/html": [
+ "\n",
+ "\n",
+ " \n",
+ " Plots.jl \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n"
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "plot!()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Julia 1.4.0",
+ "language": "julia",
+ "name": "julia-1.4"
+ },
+ "language_info": {
+ "file_extension": ".jl",
+ "mimetype": "application/julia",
+ "name": "julia",
+ "version": "1.4.0"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/tutorials/plots/Project.toml b/tutorials/plots/Project.toml
new file mode 100644
index 0000000..dc3581a
--- /dev/null
+++ b/tutorials/plots/Project.toml
@@ -0,0 +1,6 @@
+[deps]
+ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+GR = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
+ORCA = "47be7bcc-f1a6-5447-8b36-7eeeff7534fd"
+PlotlyJS = "f0f68f2c-4968-5e81-91da-67840de0976a"
+Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
diff --git a/tutorials/plots/Tutorial - Plots.jl.ipynb b/tutorials/plots/Tutorial - Plots.jl.ipynb
new file mode 100644
index 0000000..e6717ed
--- /dev/null
+++ b/tutorials/plots/Tutorial - Plots.jl.ipynb
@@ -0,0 +1,41955 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "\u001b[32m\u001b[1m Activating\u001b[22m\u001b[39m environment at `~/Documents/streaming/notebooks/tutorials/plots/Project.toml`\n",
+ "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n",
+ "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Documents/streaming/notebooks/tutorials/plots/Project.toml`\n",
+ "\u001b[90m [no changes]\u001b[39m\n",
+ "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Documents/streaming/notebooks/tutorials/plots/Manifest.toml`\n",
+ "\u001b[90m [no changes]\u001b[39m\n",
+ "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n",
+ "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Documents/streaming/notebooks/tutorials/plots/Project.toml`\n",
+ "\u001b[90m [no changes]\u001b[39m\n",
+ "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Documents/streaming/notebooks/tutorials/plots/Manifest.toml`\n",
+ "\u001b[90m [no changes]\u001b[39m\n",
+ "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n",
+ "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Documents/streaming/notebooks/tutorials/plots/Project.toml`\n",
+ "\u001b[90m [no changes]\u001b[39m\n",
+ "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Documents/streaming/notebooks/tutorials/plots/Manifest.toml`\n",
+ "\u001b[90m [no changes]\u001b[39m\n",
+ "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n",
+ "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Documents/streaming/notebooks/tutorials/plots/Project.toml`\n",
+ " \u001b[90m [f0f68f2c]\u001b[39m\u001b[92m + PlotlyJS v0.13.1\u001b[39m\n",
+ "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Documents/streaming/notebooks/tutorials/plots/Manifest.toml`\n",
+ " \u001b[90m [bf4720bc]\u001b[39m\u001b[92m + AssetRegistry v0.1.0\u001b[39m\n",
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+ " \u001b[90m [e2d170a0]\u001b[39m\u001b[92m + DataValueInterfaces v1.0.0\u001b[39m\n",
+ " \u001b[90m [de31a74c]\u001b[39m\u001b[92m + FunctionalCollections v0.5.0\u001b[39m\n",
+ " \u001b[90m [9fb69e20]\u001b[39m\u001b[92m + Hiccup v0.2.2\u001b[39m\n",
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+ " \u001b[90m [1914dd2f]\u001b[39m\u001b[92m + MacroTools v0.5.5\u001b[39m\n",
+ " \u001b[90m [ffc61752]\u001b[39m\u001b[92m + Mustache v1.0.2\u001b[39m\n",
+ " \u001b[90m [a975b10e]\u001b[39m\u001b[92m + Mux v0.7.1\u001b[39m\n",
+ " \u001b[90m [510215fc]\u001b[39m\u001b[92m + Observables v0.3.1\u001b[39m\n",
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+ " \u001b[90m [3783bdb8]\u001b[39m\u001b[92m + TableTraits v1.0.0\u001b[39m\n",
+ " \u001b[90m [bd369af6]\u001b[39m\u001b[92m + Tables v1.0.3\u001b[39m\n",
+ " \u001b[90m [30578b45]\u001b[39m\u001b[92m + URIParser v0.4.0\u001b[39m\n",
+ " \u001b[90m [0f1e0344]\u001b[39m\u001b[92m + WebIO v0.8.11\u001b[39m\n",
+ " \u001b[90m [104b5d7c]\u001b[39m\u001b[92m + WebSockets v1.5.2\u001b[39m\n",
+ " \u001b[90m [cc8bc4a8]\u001b[39m\u001b[92m + Widgets v0.6.2\u001b[39m\n",
+ " \u001b[90m [7b1f6079]\u001b[39m\u001b[92m + FileWatching \u001b[39m\n",
+ " \u001b[90m [1a1011a3]\u001b[39m\u001b[92m + SharedArrays \u001b[39m\n"
+ ]
+ }
+ ],
+ "source": [
+ "using Pkg\n",
+ "pkg\"activate .\"\n",
+ "pkg\"add Plots\"\n",
+ "pkg\"add GR\"\n",
+ "pkg\"add ORCA\"\n",
+ "pkg\"add PlotlyJS\""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\u001b[32m\u001b[1mStatus\u001b[22m\u001b[39m `~/Documents/streaming/notebooks/tutorials/plots/Project.toml`\n",
+ " \u001b[90m [28b8d3ca]\u001b[39m\u001b[37m GR v0.48.0\u001b[39m\n",
+ " \u001b[90m [47be7bcc]\u001b[39m\u001b[37m ORCA v0.3.1\u001b[39m\n",
+ " \u001b[90m [f0f68f2c]\u001b[39m\u001b[37m PlotlyJS v0.13.1\u001b[39m\n",
+ " \u001b[90m [91a5bcdd]\u001b[39m\u001b[37m Plots v1.0.3\u001b[39m\n"
+ ]
+ }
+ ],
+ "source": [
+ "pkg\"status\""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "┌ Info: Precompiling Plots [91a5bcdd-55d7-5caf-9e0b-520d859cae80]\n",
+ "└ @ Base loading.jl:1260\n"
+ ]
+ }
+ ],
+ "source": [
+ "using Plots"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "**Backend**\n",
+ "\n",
+ "O que vai estar desenhando de verdade.\n",
+ "- GR\n",
+ "- PyPlot\n",
+ "- PlotlyJS\n",
+ "- PDFPlots\n",
+ "- UnicodePlots"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 198,
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "┌ Info: Precompiling PlotlyJS [f0f68f2c-4968-5e81-91da-67840de0976a]\n",
+ "└ @ Base loading.jl:1260\n",
+ "WARNING: Compat.Sockets is deprecated, use Sockets instead.\n",
+ " likely near /home/abel/.julia/packages/WebIO/2mZPb/src/scope.jl:17\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ " Unable to load WebIO. Please make sure WebIO works for your Jupyter client.\n",
+ " For troubleshooting, please see \n",
+ " the WebIO/IJulia documentation .\n",
+ " \n",
+ "
\n"
+ ],
+ "text/plain": [
+ "HTML{String}(\"\\n\\n Unable to load WebIO. Please make sure WebIO works for your Jupyter client.\\n For troubleshooting, please see \\n the WebIO/IJulia documentation .\\n \\n
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+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "┌ Warning: Error requiring WebIO from Plots:\n",
+ "│ LoadError: UndefVarError: @dom_str not defined\n",
+ "│ Stacktrace:\n",
+ "│ [1] top-level scope\n",
+ "│ [2] eval at ./boot.jl:331 [inlined]\n",
+ "│ [3] eval at /home/abel/.julia/packages/Plots/nnd5O/src/Plots.jl:1 [inlined]\n",
+ "│ [4] (::Plots.var\"#532#535\")() at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:85\n",
+ "│ [5] err(::Any, ::Module, ::String) at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:42\n",
+ "│ [6] (::Plots.var\"#531#534\")() at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:84\n",
+ "│ [7] withpath(::Any, ::String) at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:32\n",
+ "│ [8] (::Plots.var\"#530#533\")() at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:83\n",
+ "│ [9] listenpkg(::Any, ::Base.PkgId) at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:15\n",
+ "│ [10] top-level scope at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:81\n",
+ "│ [11] include(::Module, ::String) at ./Base.jl:377\n",
+ "│ [12] include(::String) at /home/abel/.julia/packages/Plots/nnd5O/src/Plots.jl:1\n",
+ "│ [13] top-level scope at /home/abel/.julia/packages/Plots/nnd5O/src/init.jl:63\n",
+ "│ [14] eval at ./boot.jl:331 [inlined]\n",
+ "│ [15] eval at /home/abel/.julia/packages/Plots/nnd5O/src/Plots.jl:1 [inlined]\n",
+ "│ [16] (::Plots.var\"#321#354\")() at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:85\n",
+ "│ [17] err(::Any, ::Module, ::String) at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:42\n",
+ "│ [18] (::Plots.var\"#320#353\")() at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:84\n",
+ "│ [19] withpath(::Any, ::String) at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:32\n",
+ "│ [20] (::Plots.var\"#319#352\")() at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:83\n",
+ "│ [21] #invokelatest#1 at ./essentials.jl:712 [inlined]\n",
+ "│ [22] invokelatest at ./essentials.jl:711 [inlined]\n",
+ "│ [23] foreach at ./abstractarray.jl:1919 [inlined]\n",
+ "│ [24] loadpkg(::Base.PkgId) at /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:22\n",
+ "│ [25] #invokelatest#1 at ./essentials.jl:712 [inlined]\n",
+ "│ [26] invokelatest at ./essentials.jl:711 [inlined]\n",
+ "│ [27] require(::Base.PkgId) at ./loading.jl:930\n",
+ "│ [28] require(::Module, ::Symbol) at ./loading.jl:922\n",
+ "│ [29] top-level scope at /home/abel/.julia/packages/Plots/nnd5O/src/backends.jl:472\n",
+ "│ [30] eval at ./boot.jl:331 [inlined]\n",
+ "│ [31] _initialize_backend(::Plots.PlotlyJSBackend) at /home/abel/.julia/packages/Plots/nnd5O/src/backends.jl:471\n",
+ "│ [32] backend at /home/abel/.julia/packages/Plots/nnd5O/src/backends.jl:176 [inlined]\n",
+ "│ [33] plotlyjs(; kw::Base.Iterators.Pairs{Symbol,Tuple{Int64,Int64},Tuple{Symbol},NamedTuple{(:size,),Tuple{Tuple{Int64,Int64}}}}) at /home/abel/.julia/packages/Plots/nnd5O/src/backends.jl:33\n",
+ "│ [34] top-level scope at In[198]:1\n",
+ "│ [35] eval at ./boot.jl:331 [inlined]\n",
+ "│ [36] softscope_include_string(::Module, ::String, ::String) at /home/abel/.julia/packages/SoftGlobalScope/cSbw5/src/SoftGlobalScope.jl:218\n",
+ "│ [37] execute_request(::ZMQ.Socket, ::IJulia.Msg) at /home/abel/.julia/packages/IJulia/yLI42/src/execute_request.jl:67\n",
+ "│ [38] #invokelatest#1 at ./essentials.jl:712 [inlined]\n",
+ "│ [39] invokelatest at ./essentials.jl:711 [inlined]\n",
+ "│ [40] eventloop(::ZMQ.Socket) at /home/abel/.julia/packages/IJulia/yLI42/src/eventloop.jl:8\n",
+ "│ [41] (::IJulia.var\"#15#18\")() at ./task.jl:358\n",
+ "│ in expression starting at /home/abel/.julia/packages/Plots/nnd5O/src/backends/plotlyjs.jl:46\n",
+ "└ @ Requires /home/abel/.julia/packages/Requires/qy6zC/src/require.jl:44\n",
+ "┌ Info: Precompiling ORCA [47be7bcc-f1a6-5447-8b36-7eeeff7534fd]\n",
+ "└ @ Base loading.jl:1260\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "Plots.PlotlyJSBackend()"
+ ]
+ },
+ "execution_count": 198,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#gr(size = (400, 300))\n",
+ "plotlyjs(size = (400, 300))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "`plot(x, y)` e `scatter(x, y)`\n",
+ "- `x` são as coordenadas x\n",
+ "- `y` são as coordenadas y"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 199,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
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+ "showline": true,
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+ "tickmode": "array",
+ "ticks": "inside",
+ "ticktext": [
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+ "source": [
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+ "scatter!(xa, ycosa, c=:blue, m=:star, lab=\"\") # marcador de vdd\n",
+ "plot!(x, ysin, c=:red, lab=\"sin\", m=:square, ms=0.1)\n",
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+ "xlabel!(\"Domínio 0 a 2\\\\pi\")\n",
+ "ylabel!(\"Seno e Cosseno\")\n",
+ "title!(\"Gráficos de seno e cosseno\")\n",
+ "\n",
+ "#png(\"sin-cos\")\n",
+ "#savefig(\"sin-cos.svg\")"
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+ "t = range(0, 2π, length=60)\n",
+ "x = cos.(t)\n",
+ "y = sin.(t)\n",
+ "plot(x, y, aspect_ratio=:equal)"
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+ "dry(t) = (ry(t + 1e-8) - ry(t)) / 1e-8\n",
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+ "plot!([rx(a), rx(a) + drx(a)],\n",
+ " [ry(a), ry(a) + dry(a)],\n",
+ " c=:magenta, l=:arrow)"
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+ "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n",
+ "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Documents/streaming/notebooks/tutorials/plots/Project.toml`\n",
+ " \u001b[90m [f6369f11]\u001b[39m\u001b[92m + ForwardDiff v0.10.10\u001b[39m\n",
+ "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Documents/streaming/notebooks/tutorials/plots/Manifest.toml`\n",
+ " \u001b[90m [bbf7d656]\u001b[39m\u001b[92m + CommonSubexpressions v0.2.0\u001b[39m\n",
+ " \u001b[90m [e66e0078]\u001b[39m\u001b[92m + CompilerSupportLibraries_jll v0.3.3+0\u001b[39m\n",
+ " \u001b[90m [163ba53b]\u001b[39m\u001b[92m + DiffResults v1.0.2\u001b[39m\n",
+ " \u001b[90m [b552c78f]\u001b[39m\u001b[92m + DiffRules v1.0.1\u001b[39m\n",
+ " \u001b[90m [f6369f11]\u001b[39m\u001b[92m + ForwardDiff v0.10.10\u001b[39m\n",
+ " \u001b[90m [efe28fd5]\u001b[39m\u001b[92m + OpenSpecFun_jll v0.5.3+3\u001b[39m\n",
+ " \u001b[90m [276daf66]\u001b[39m\u001b[92m + SpecialFunctions v0.10.0\u001b[39m\n"
+ ]
+ }
+ ],
+ "source": [
+ "pkg\"add ForwardDiff\" # Derivada numérica"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 243,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "\n",
+ "\n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "\n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "\n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n"
+ ]
+ },
+ "execution_count": 243,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "using ForwardDiff\n",
+ "\n",
+ "t = range(0, 2π, length=360)\n",
+ "\n",
+ "rx(t) = cos(t) * (1 + 0.7 * cos(4t))\n",
+ "ry(t) = sin(t) * (1 + 0.7 * cos(4t))\n",
+ "\n",
+ "x = rx.(t)\n",
+ "y = ry.(t)\n",
+ "\n",
+ "a = 0.8\n",
+ "\n",
+ "drx(t) = ForwardDiff.derivative(rx, t)\n",
+ "dry(t) = ForwardDiff.derivative(ry, t)\n",
+ "\n",
+ "plot(x, y, aspect_ratio=:equal, leg=false, axis=false, grid=false)\n",
+ "scatter!([rx(a)], [ry(a)], c=:red, ms=3)\n",
+ "plot!([rx(a), rx(a) + drx(a)],\n",
+ " [ry(a), ry(a) + dry(a)],\n",
+ " c=:magenta, l=:arrow)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 247,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "┌ Info: Saved animation to \n",
+ "│ fn = /home/abel/Documents/streaming/notebooks/tutorials/plots/tmp.gif\n",
+ "└ @ Plots /home/abel/.julia/packages/Plots/nnd5O/src/animation.jl:102\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ " "
+ ],
+ "text/plain": [
+ "Plots.AnimatedGif(\"/home/abel/Documents/streaming/notebooks/tutorials/plots/tmp.gif\")"
+ ]
+ },
+ "execution_count": 247,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "using ForwardDiff\n",
+ "\n",
+ "t = range(0, 2π, length=360)\n",
+ "\n",
+ "rx(t) = cos(t) * (1 + 0.7 * cos(4t))\n",
+ "ry(t) = sin(t) * (1 + 0.7 * cos(4t))\n",
+ "\n",
+ "x = rx.(t)\n",
+ "y = ry.(t)\n",
+ "\n",
+ "drx(t) = ForwardDiff.derivative(rx, t)\n",
+ "dry(t) = ForwardDiff.derivative(ry, t)\n",
+ "\n",
+ "@gif for a = 0:0.01π:2π\n",
+ " plot(x, y, aspect_ratio=:equal, leg=false, axis=false, grid=false)\n",
+ " scatter!([rx(a)], [ry(a)], c=:red, ms=3)\n",
+ " plot!([rx(a), rx(a) + drx(a)],\n",
+ " [ry(a), ry(a) + dry(a)],\n",
+ " c=:magenta, l=:arrow)\n",
+ " xlims!(-2.2, 2.2)\n",
+ " ylims!(-2.2, 2.2)\n",
+ "end"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 371,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "┌ Info: Saved animation to \n",
+ "│ fn = /home/abel/Documents/streaming/notebooks/tutorials/plots/exemplo-animacao.gif\n",
+ "└ @ Plots /home/abel/.julia/packages/Plots/nnd5O/src/animation.jl:102\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ " "
+ ],
+ "text/plain": [
+ "Plots.AnimatedGif(\"/home/abel/Documents/streaming/notebooks/tutorials/plots/exemplo-animacao.gif\")"
+ ]
+ },
+ "execution_count": 371,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "using ForwardDiff\n",
+ "\n",
+ "t = range(0, 2π, length=360)\n",
+ "\n",
+ "rx(t) = cos(t) * (1 + 0.7 * cos(4t))\n",
+ "ry(t) = sin(t) * (1 + 0.7 * cos(4t))\n",
+ "\n",
+ "x = rx.(t)\n",
+ "y = ry.(t)\n",
+ "\n",
+ "drx(t) = ForwardDiff.derivative(rx, t)\n",
+ "dry(t) = ForwardDiff.derivative(ry, t)\n",
+ "\n",
+ "anim = Animation()\n",
+ "for i = 1:5:360\n",
+ " a = t[i]\n",
+ " plot(x[1:i], y[1:i], aspect_ratio=:equal, leg=false, axis=false, grid=false)\n",
+ " scatter!([rx(a)], [ry(a)], c=:red, ms=3)\n",
+ " plot!([rx(a), rx(a) + drx(a)],\n",
+ " [ry(a), ry(a) + dry(a)],\n",
+ " c=:magenta, l=:arrow)\n",
+ " xlims!(-2.2, 2.2)\n",
+ " ylims!(-2.2, 2.2)\n",
+ " \n",
+ " frame(anim)\n",
+ "end\n",
+ "\n",
+ "gif(anim, \"exemplo-animacao.gif\", fps=24)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "**Plots 3d**\n",
+ "\n",
+ "- plot(x, y, z), scatter(x, y, z)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 253,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "\n",
+ "\n",
+ "\n",
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+ " \n",
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+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ " \n",
+ "\n",
+ "y1 \n",
+ " \n",
+ "\n",
+ "\n",
+ "y2 \n",
+ " \n",
+ " \n"
+ ]
+ },
+ "execution_count": 253,
+ "metadata": {},
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+ ],
+ "source": [
+ "plot([1, 2, 3], [3, 2, 1], [2, 3, 1])\n",
+ "scatter!([1, 2, 3], [3, 2, 1], [2, 3, 1])"
+ ]
+ },
+ {
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+ "execution_count": 272,
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+ "f(x, y) = x^3 - 3x + y^2\n",
+ "\n",
+ "xg = range(-2, 2, length=100)\n",
+ "yg = range(-2, 2, length=100)\n",
+ "\n",
+ "surface(xg, yg, f, camera=(30, 40))"
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