Passed
gpkit.tests.from_paths.TestFiles.test_SPaircraft_py_mosek (from gpkit.tests.from_paths.TestFiles-20190627181424)
Standard Output
Beginning signomial solve. Using solver 'mosek' Solving for 1773 variables. Number of Hessian non-zeros: 2084 * Solving exponential optimization problem on dual form. * * The following log information refers to the solution of the dual problem. * Computer Platform : MACOSX/64-X86 Cores : 4 Problem Name : Objective sense : max Type : GECO (general convex optimization problem) Constraints : 1774 Cones : 0 Scalar variables : 6156 Matrix variables : 0 Integer variables : 0 Optimizer started. Interior-point optimizer started. Presolve started. Linear dependency checker started. Linear dependency checker terminated. Eliminator started. Total number of eliminations : 932 Eliminator terminated. Eliminator started. Total number of eliminations : 944 Eliminator terminated. Eliminator - tries : 2 time : 0.00 Eliminator - elim's : 944 Lin. dep. - tries : 1 time : 0.00 Lin. dep. - number : 0 Presolve terminated. Time: 0.02 Matrix reordering started. Local matrix reordering started. Local matrix reordering terminated. Matrix reordering terminated. Optimizer - threads : 4 Optimizer - solved problem : the primal Optimizer - Constraints : 781 Optimizer - Cones : 0 Optimizer - Scalar variables : 3472 conic : 0 Optimizer - Semi-definite variables: 0 scalarized : 0 Factor - setup time : 0.07 dense det. time : 0.00 Factor - ML order time : 0.00 GP order time : 0.05 Factor - nonzeros before factor : 1.66e+04 after factor : 1.52e+05 Factor - dense dim. : 0 flops : 0.00e+00 Factor - GP saved nzs : 0 GP saved flops : 0.00e+00 ITE PFEAS DFEAS GFEAS PRSTATUS POBJ DOBJ MU TIME 0 2.3e+03 3.0e+03 1.3e+05 0.00e+00 -1.287289283e+05 2.000000000e+00 1.0e+00 0.09 1 1.1e+03 1.5e+03 6.3e+04 -9.71e-01 -1.266881161e+05 3.612361942e+00 4.9e-01 1.61 2 4.3e+02 5.5e+02 2.4e+04 -9.38e-01 -1.203943059e+05 1.033355919e+01 1.9e-01 2.38 3 2.9e+02 3.7e+02 1.6e+04 -8.39e-01 -1.158566621e+05 6.234847545e+01 1.3e-01 3.58 4 2.9e+02 3.7e+02 1.6e+04 -7.61e-01 -1.132873876e+05 2.214621093e+03 1.3e-01 4.55 5 8.5e+01 1.1e+02 4.8e+03 -7.54e-01 -7.937920607e+04 8.925905509e+03 3.8e-02 4.60 6 3.6e+01 4.7e+01 2.0e+03 -2.68e-01 -4.721142539e+04 1.025501204e+04 1.6e-02 4.69 7 2.1e+01 2.7e+01 1.2e+03 2.67e-01 -3.113531196e+04 7.239995272e+03 9.4e-03 6.25 8 9.6e+00 1.3e+01 5.4e+02 5.48e-01 -1.534496585e+04 4.352756921e+03 4.3e-03 6.95 9 5.6e+00 7.3e+00 3.2e+02 8.12e-01 -8.990052760e+03 2.939478000e+03 2.5e-03 8.40 10 1.2e+00 1.6e+00 7.0e+01 9.05e-01 -1.722019893e+03 9.564876196e+02 5.5e-04 9.06 11 6.3e-01 8.1e-01 3.6e+01 9.97e-01 -7.185670286e+02 6.721370071e+02 2.9e-04 9.09 12 4.9e-01 6.4e-01 2.8e+01 9.94e-01 -5.051655081e+02 5.927517189e+02 2.3e-04 10.29 13 3.6e-01 6.7e-01 2.1e+01 9.78e-01 -2.999453699e+02 5.108715009e+02 1.7e-04 11.40 14 1.6e-01 3.0e-01 9.1e+00 9.95e-01 3.123334755e+01 3.860303658e+02 7.3e-05 13.30 15 6.4e-02 1.7e-01 3.8e+00 9.94e-01 1.757756859e+02 3.230833006e+02 3.1e-05 13.70 16 1.8e-02 1.7e-01 1.1e+00 9.97e-01 2.493166135e+02 2.913658416e+02 8.9e-06 15.64 17 5.4e-03 1.3e-01 3.4e-01 1.00e+00 2.696812095e+02 2.829677258e+02 2.9e-06 15.90 18 1.2e-03 1.4e-01 7.8e-02 1.01e+00 2.771085386e+02 2.801336912e+02 6.6e-07 16.15 19 7.4e-04 9.8e-02 4.8e-02 1.00e+00 2.779791106e+02 2.798357144e+02 4.1e-07 17.18 20 6.6e-04 8.9e-02 4.3e-02 1.00e+00 2.781176621e+02 2.797887781e+02 3.7e-07 18.16 21 2.9e-04 7.9e-02 1.9e-02 1.00e+00 2.787943877e+02 2.795304732e+02 1.6e-07 18.20 22 2.6e-04 7.1e-02 1.7e-02 1.00e+00 2.788492336e+02 2.795117179e+02 1.5e-07 19.89 23 2.4e-04 6.5e-02 1.5e-02 1.00e+00 2.788973520e+02 2.794935447e+02 1.3e-07 20.42 24 2.1e-04 5.9e-02 1.4e-02 1.00e+00 2.789406633e+02 2.794772070e+02 1.2e-07 21.76 25 1.9e-04 5.4e-02 1.2e-02 1.00e+00 2.789796157e+02 2.794624798e+02 1.1e-07 23.62 26 1.7e-04 4.9e-02 1.1e-02 1.00e+00 2.790146635e+02 2.794492206e+02 9.6e-08 25.02 27 1.6e-04 4.5e-02 1.0e-02 1.00e+00 2.790461995e+02 2.794372842e+02 8.6e-08 25.80 28 1.4e-04 4.1e-02 9.0e-03 1.00e+00 2.790745776e+02 2.794265400e+02 7.8e-08 27.23 29 1.3e-04 3.8e-02 8.1e-03 1.00e+00 2.791001147e+02 2.794168698e+02 7.0e-08 27.27 30 1.1e-04 3.5e-02 7.3e-03 1.00e+00 2.791230960e+02 2.794081665e+02 6.3e-08 29.53 31 1.0e-04 3.2e-02 6.6e-03 1.00e+00 2.791437776e+02 2.794003337e+02 5.7e-08 31.73 32 9.2e-05 3.0e-02 5.9e-03 1.00e+00 2.791623901e+02 2.793932846e+02 5.1e-08 31.79 33 8.2e-05 2.8e-02 5.3e-03 1.00e+00 2.791791404e+02 2.793869407e+02 4.6e-08 34.00 34 7.4e-05 2.6e-02 4.8e-03 1.00e+00 2.791942149e+02 2.793812313e+02 4.1e-08 36.27 35 6.7e-05 2.4e-02 4.3e-03 1.00e+00 2.792077814e+02 2.793760930e+02 3.7e-08 38.52 36 6.0e-05 2.2e-02 3.9e-03 1.00e+00 2.792199905e+02 2.793714685e+02 3.4e-08 38.59 37 5.4e-05 2.1e-02 3.5e-03 1.00e+00 2.792309781e+02 2.793673063e+02 3.0e-08 38.62 38 4.9e-05 1.9e-02 3.2e-03 1.00e+00 2.792408664e+02 2.793635601e+02 2.7e-08 40.77 39 4.4e-05 1.8e-02 2.8e-03 1.00e+00 2.792497652e+02 2.793601882e+02 2.4e-08 40.81 40 3.9e-05 1.7e-02 2.6e-03 1.00e+00 2.792577735e+02 2.793571532e+02 2.2e-08 43.37 41 3.5e-05 1.6e-02 2.3e-03 1.00e+00 2.792649804e+02 2.793544213e+02 2.0e-08 45.24 42 3.2e-05 1.5e-02 2.1e-03 1.00e+00 2.792714661e+02 2.793519623e+02 1.8e-08 46.02 43 2.9e-05 1.5e-02 1.9e-03 1.00e+00 2.792773027e+02 2.793497488e+02 1.6e-08 46.53 44 2.6e-05 1.4e-02 1.7e-03 1.00e+00 2.792825551e+02 2.793477562e+02 1.4e-08 46.63 45 2.3e-05 1.3e-02 1.5e-03 1.00e+00 2.792872818e+02 2.793459624e+02 1.3e-08 46.86 46 2.1e-05 1.3e-02 1.4e-03 1.00e+00 2.792915353e+02 2.793443476e+02 1.2e-08 47.06 47 1.9e-05 1.2e-02 1.2e-03 1.00e+00 2.792953630e+02 2.793428939e+02 1.1e-08 47.25 48 1.7e-05 1.2e-02 1.1e-03 1.00e+00 2.792988074e+02 2.793415851e+02 9.5e-09 47.46 49 1.5e-05 1.1e-02 9.9e-04 1.00e+00 2.793019070e+02 2.793404067e+02 8.5e-09 47.50 50 1.4e-05 1.1e-02 8.9e-04 1.00e+00 2.793046961e+02 2.793393458e+02 7.7e-09 47.60 51 1.2e-05 1.1e-02 8.0e-04 1.00e+00 2.793072059e+02 2.793383906e+02 6.9e-09 47.88 52 1.1e-05 1.0e-02 7.2e-04 1.00e+00 2.793094643e+02 2.793375305e+02 6.2e-09 48.27 53 1.0e-05 1.0e-02 6.5e-04 1.00e+00 2.793114965e+02 2.793367560e+02 5.6e-09 48.40 54 9.0e-06 9.7e-03 5.8e-04 1.00e+00 2.793133251e+02 2.793360586e+02 5.0e-09 49.03 55 8.1e-06 9.5e-03 5.3e-04 1.00e+00 2.793149705e+02 2.793354306e+02 4.5e-09 49.15 56 7.3e-06 9.3e-03 4.7e-04 1.00e+00 2.793164510e+02 2.793348651e+02 4.1e-09 49.52 57 6.6e-06 9.1e-03 4.3e-04 1.00e+00 2.793177831e+02 2.793343558e+02 3.7e-09 49.73 58 5.9e-06 9.0e-03 3.8e-04 1.00e+00 2.793189818e+02 2.793338972e+02 3.3e-09 49.75 59 5.3e-06 8.8e-03 3.5e-04 1.00e+00 2.793200603e+02 2.793334842e+02 3.0e-09 49.81 60 4.8e-06 8.7e-03 3.1e-04 1.00e+00 2.793210308e+02 2.793331123e+02 2.7e-09 49.83 61 4.3e-06 8.6e-03 2.8e-04 1.00e+00 2.793219041e+02 2.793327774e+02 2.4e-09 49.89 62 3.9e-06 8.5e-03 2.5e-04 1.00e+00 2.793226898e+02 2.793324758e+02 2.2e-09 50.29 63 3.5e-06 8.4e-03 2.3e-04 1.00e+00 2.793233969e+02 2.793322043e+02 2.0e-09 50.66 64 3.1e-06 8.3e-03 2.0e-04 1.00e+00 2.793240331e+02 2.793319598e+02 1.8e-09 51.30 65 2.8e-06 8.2e-03 1.8e-04 1.00e+00 2.793246056e+02 2.793317396e+02 1.6e-09 51.66 66 2.5e-06 8.1e-03 1.7e-04 1.00e+00 2.793251208e+02 2.793315414e+02 1.4e-09 52.09 67 2.3e-06 8.0e-03 1.5e-04 1.00e+00 2.793255844e+02 2.793313629e+02 1.3e-09 53.06 68 2.1e-06 8.0e-03 1.3e-04 1.00e+00 2.793260015e+02 2.793312022e+02 1.2e-09 53.95 69 1.9e-06 7.9e-03 1.2e-04 1.00e+00 2.793263769e+02 2.793310576e+02 1.0e-09 54.29 70 2.0e-07 8.3e-04 1.3e-05 1.00e+00 2.793293960e+02 2.793298909e+02 1.1e-10 54.33 71 1.1e-08 4.6e-05 7.1e-07 1.00e+00 2.793297327e+02 2.793297604e+02 6.1e-12 56.41 72 6.4e-10 2.6e-06 4.0e-08 1.00e+00 2.793297515e+02 2.793297531e+02 3.4e-13 58.99 Interior-point optimizer terminated. Time: 59.00. Optimizer terminated. Time: 59.01 solsta = 1, prosta = 1 Interior-point solution summary Problem status : PRIMAL_AND_DUAL_FEASIBLE Solution status : OPTIMAL Primal. obj: 2.7932975154e+02 Viol. con: 1e-08 var: 0e+00 Dual. obj: 2.7932975309e+02 Viol. con: 0e+00 var: 2e-05 * End solution on dual form. * Transforming to primal solution. Solving took 59 seconds. Using solver 'mosek' Solving for 1773 variables. Number of Hessian non-zeros: 2084 * Solving exponential optimization problem on dual form. * * The following log information refers to the solution of the dual problem. * Computer Platform : MACOSX/64-X86 Cores : 4 Problem Name : Objective sense : max Type : GECO (general convex optimization problem) Constraints : 1774 Cones : 0 Scalar variables : 6156 Matrix variables : 0 Integer variables : 0 Optimizer started. Interior-point optimizer started. Presolve started. Linear dependency checker started. Linear dependency checker terminated. Eliminator started. Total number of eliminations : 932 Eliminator terminated. Eliminator started. Total number of eliminations : 943 Eliminator terminated. Eliminator - tries : 2 time : 0.00 Eliminator - elim's : 943 Lin. dep. - tries : 1 time : 0.00 Lin. dep. - number : 0 Presolve terminated. Time: 0.02 Matrix reordering started. Local matrix reordering started. Local matrix reordering terminated. Matrix reordering terminated. Optimizer - threads : 4 Optimizer - solved problem : the primal Optimizer - Constraints : 782 Optimizer - Cones : 0 Optimizer - Scalar variables : 3474 conic : 0 Optimizer - Semi-definite variables: 0 scalarized : 0 Factor - setup time : 0.03 dense det. time : 0.00 Factor - ML order time : 0.00 GP order time : 0.02 Factor - nonzeros before factor : 1.66e+04 after factor : 1.52e+05 Factor - dense dim. : 0 flops : 0.00e+00 Factor - GP saved nzs : 0 GP saved flops : 0.00e+00 ITE PFEAS DFEAS GFEAS PRSTATUS POBJ DOBJ MU TIME 0 2.3e+03 3.0e+03 1.3e+05 0.00e+00 -1.288647874e+05 2.000000000e+00 1.0e+00 0.05 1 1.1e+03 1.4e+03 6.1e+04 -9.71e-01 -1.266466015e+05 3.789905804e+00 4.7e-01 0.26 2 4.7e+02 6.0e+02 2.6e+04 -9.35e-01 -1.212946871e+05 9.831408854e+00 2.0e-01 2.05 3 2.9e+02 3.8e+02 1.6e+04 -8.51e-01 -1.160179307e+05 5.156583262e+01 1.3e-01 2.49 4 2.9e+02 3.7e+02 1.6e+04 -7.62e-01 -1.139812985e+05 1.792178091e+03 1.3e-01 3.88 5 8.4e+01 1.1e+02 4.7e+03 -7.57e-01 -7.869473690e+04 9.166922278e+03 3.7e-02 4.64 6 3.6e+01 4.6e+01 2.0e+03 -2.56e-01 -4.680918828e+04 1.036557523e+04 1.6e-02 4.68 7 1.9e+01 2.4e+01 1.1e+03 2.77e-01 -2.835377717e+04 6.679418245e+03 8.3e-03 4.72 8 8.7e+00 1.1e+01 4.9e+02 5.96e-01 -1.388127275e+04 3.923096545e+03 3.8e-03 4.75 9 5.5e+00 7.1e+00 3.1e+02 8.36e-01 -8.630193429e+03 2.967944760e+03 2.4e-03 4.79 10 2.6e+00 3.4e+00 1.5e+02 9.13e-01 -4.095346572e+03 1.573610994e+03 1.2e-03 5.29 11 1.5e+00 1.9e+00 8.3e+01 9.66e-01 -2.169052363e+03 1.051507112e+03 6.6e-04 5.42 12 1.1e+00 1.4e+00 6.0e+01 9.70e-01 -1.515885704e+03 8.113466743e+02 4.7e-04 5.81 13 3.6e-01 5.5e-01 2.1e+01 9.87e-01 -4.114636928e+02 3.988154756e+02 1.6e-04 6.42 14 2.3e-01 3.6e-01 1.3e+01 1.00e+00 -1.795818844e+02 3.438382240e+02 1.1e-04 6.54 15 6.1e-02 1.6e-01 3.6e+00 1.00e+00 9.030068296e+01 2.323516938e+02 2.9e-05 6.66 16 3.5e-02 1.1e-01 2.1e+00 1.01e+00 1.330537289e+02 2.137526447e+02 1.7e-05 6.85 17 1.8e-02 8.9e-02 1.1e+00 1.00e+00 1.605933988e+02 2.028396845e+02 8.9e-06 6.91 18 2.8e-03 1.8e-01 1.8e-01 1.01e+00 1.860541210e+02 1.930525319e+02 1.5e-06 6.94 19 1.2e-03 1.2e-01 7.7e-02 1.01e+00 1.889783346e+02 1.919755436e+02 6.6e-07 6.98 20 4.8e-04 9.3e-02 3.2e-02 1.01e+00 1.902626171e+02 1.914865775e+02 2.7e-07 7.03 21 1.7e-04 9.3e-02 1.1e-02 1.00e+00 1.908344819e+02 1.912746285e+02 9.8e-08 7.68 22 6.1e-05 9.2e-02 4.1e-03 1.00e+00 1.910395750e+02 1.911972831e+02 3.5e-08 7.97 23 5.5e-05 8.3e-02 3.7e-03 1.00e+00 1.910517716e+02 1.911937169e+02 3.2e-08 8.23 24 5.0e-05 7.6e-02 3.3e-03 1.00e+00 1.910619770e+02 1.911897188e+02 2.9e-08 8.35 25 4.5e-05 6.9e-02 3.0e-03 1.00e+00 1.910711957e+02 1.911861570e+02 2.6e-08 8.99 26 4.0e-05 6.3e-02 2.7e-03 1.00e+00 1.910794854e+02 1.911829452e+02 2.3e-08 9.12 27 3.6e-05 5.7e-02 2.4e-03 1.00e+00 1.910869422e+02 1.911800517e+02 2.1e-08 9.16 28 3.3e-05 5.2e-02 2.2e-03 1.00e+00 1.910936501e+02 1.911774452e+02 1.9e-08 9.19 29 2.9e-05 4.8e-02 2.0e-03 1.00e+00 1.910996847e+02 1.911750973e+02 1.7e-08 9.23 30 2.6e-05 4.4e-02 1.8e-03 1.00e+00 1.911051138e+02 1.911729827e+02 1.5e-08 9.28 31 2.4e-05 4.0e-02 1.6e-03 1.00e+00 1.911099982e+02 1.911710784e+02 1.4e-08 9.31 32 2.1e-05 3.7e-02 1.4e-03 1.00e+00 1.911143928e+02 1.911693634e+02 1.2e-08 9.78 33 1.9e-05 3.4e-02 1.3e-03 1.00e+00 1.911183468e+02 1.911678191e+02 1.1e-08 10.06 34 1.7e-05 3.1e-02 1.2e-03 1.00e+00 1.911219045e+02 1.911664285e+02 1.0e-08 10.30 35 1.6e-05 2.9e-02 1.0e-03 1.00e+00 1.911251056e+02 1.911651764e+02 9.0e-09 10.99 36 1.4e-05 2.7e-02 9.3e-04 1.00e+00 1.911279859e+02 1.911640489e+02 8.1e-09 11.55 37 1.3e-05 2.5e-02 8.4e-04 1.00e+00 1.911305776e+02 1.911630338e+02 7.3e-09 11.93 38 1.1e-05 2.3e-02 7.6e-04 1.00e+00 1.911329097e+02 1.911621199e+02 6.6e-09 12.54 39 1.0e-05 2.2e-02 6.8e-04 1.00e+00 1.911350082e+02 1.911612970e+02 5.9e-09 12.95 40 9.2e-06 2.0e-02 6.1e-04 1.00e+00 1.911368964e+02 1.911605561e+02 5.3e-09 13.31 41 8.3e-06 1.9e-02 5.5e-04 1.00e+00 1.911385955e+02 1.911598890e+02 4.8e-09 13.69 42 7.5e-06 1.8e-02 5.0e-04 1.00e+00 1.911401245e+02 1.911592884e+02 4.3e-09 13.73 43 6.7e-06 1.7e-02 4.5e-04 1.00e+00 1.911415003e+02 1.911587477e+02 3.9e-09 13.79 44 6.0e-06 1.6e-02 4.0e-04 1.00e+00 1.911427383e+02 1.911582608e+02 3.5e-09 13.85 45 5.4e-06 1.5e-02 3.6e-04 1.00e+00 1.911438523e+02 1.911578225e+02 3.1e-09 14.45 46 4.9e-06 1.4e-02 3.3e-04 1.00e+00 1.911448548e+02 1.911574279e+02 2.8e-09 15.09 47 4.4e-06 1.4e-02 2.9e-04 1.00e+00 1.911457568e+02 1.911570726e+02 2.5e-09 15.66 48 4.0e-06 1.3e-02 2.6e-04 1.00e+00 1.911465686e+02 1.911567528e+02 2.3e-09 15.86 49 3.6e-06 1.2e-02 2.4e-04 1.00e+00 1.911472991e+02 1.911564648e+02 2.1e-09 15.97 50 3.2e-06 1.2e-02 2.1e-04 1.00e+00 1.911479564e+02 1.911562055e+02 1.9e-09 16.00 51 2.9e-06 1.1e-02 1.9e-04 1.00e+00 1.911485479e+02 1.911559721e+02 1.7e-09 16.06 52 2.6e-06 1.1e-02 1.7e-04 1.00e+00 1.911490802e+02 1.911557620e+02 1.5e-09 16.10 53 2.3e-06 1.1e-02 1.6e-04 1.00e+00 1.911495592e+02 1.911555728e+02 1.4e-09 16.79 54 2.1e-06 1.0e-02 1.4e-04 1.00e+00 1.911499902e+02 1.911554025e+02 1.2e-09 17.42 55 1.9e-06 1.0e-02 1.3e-04 1.00e+00 1.911503781e+02 1.911552491e+02 1.1e-09 17.62 56 1.7e-06 9.8e-03 1.1e-04 1.00e+00 1.911507272e+02 1.911551111e+02 9.8e-10 17.99 57 1.5e-06 9.5e-03 1.0e-04 1.00e+00 1.911510413e+02 1.911549868e+02 8.9e-10 18.13 58 1.4e-06 9.3e-03 9.2e-05 1.00e+00 1.911513240e+02 1.911548749e+02 8.0e-10 18.23 59 1.2e-06 9.1e-03 8.3e-05 1.00e+00 1.911515783e+02 1.911547742e+02 7.2e-10 18.29 60 1.1e-06 8.9e-03 7.5e-05 1.00e+00 1.911518072e+02 1.911546835e+02 6.5e-10 18.34 61 1.0e-06 8.8e-03 6.7e-05 1.00e+00 1.911520132e+02 1.911546019e+02 5.8e-10 19.08 62 9.1e-07 8.6e-03 6.0e-05 1.00e+00 1.911521986e+02 1.911545284e+02 5.2e-10 19.68 63 8.2e-07 8.5e-03 5.4e-05 1.00e+00 1.911523654e+02 1.911544622e+02 4.7e-10 19.81 64 7.3e-07 8.4e-03 4.9e-05 1.00e+00 1.911525155e+02 1.911544027e+02 4.2e-10 20.04 65 6.6e-07 8.3e-03 4.4e-05 1.00e+00 1.911526506e+02 1.911543491e+02 3.8e-10 20.33 66 5.9e-07 8.2e-03 4.0e-05 1.00e+00 1.911527722e+02 1.911543008e+02 3.4e-10 20.49 67 5.3e-07 8.1e-03 3.6e-05 1.00e+00 1.911528816e+02 1.911542573e+02 3.1e-10 20.52 68 4.8e-07 8.0e-03 3.2e-05 1.00e+00 1.911529801e+02 1.911542182e+02 2.8e-10 20.55 69 4.3e-07 7.9e-03 2.9e-05 1.00e+00 1.911530687e+02 1.911541830e+02 2.5e-10 20.57 70 3.9e-07 7.8e-03 2.6e-05 1.00e+00 1.911531484e+02 1.911541513e+02 2.3e-10 20.61 71 3.5e-07 7.8e-03 2.3e-05 1.00e+00 1.911532201e+02 1.911541228e+02 2.0e-10 20.64 72 3.2e-07 7.7e-03 2.1e-05 1.00e+00 1.911532847e+02 1.911540971e+02 1.8e-10 20.66 73 2.8e-07 7.7e-03 1.9e-05 1.00e+00 1.911533428e+02 1.911540739e+02 1.6e-10 20.93 74 2.6e-07 7.6e-03 1.7e-05 1.00e+00 1.911533951e+02 1.911540531e+02 1.5e-10 21.25 75 2.3e-07 7.6e-03 1.5e-05 1.00e+00 1.911534422e+02 1.911540344e+02 1.3e-10 21.68 76 2.1e-07 7.5e-03 1.4e-05 1.00e+00 1.911534845e+02 1.911540175e+02 1.2e-10 22.14 77 1.9e-07 7.5e-03 1.2e-05 1.00e+00 1.911535226e+02 1.911540023e+02 1.1e-10 22.70 78 1.7e-07 7.5e-03 1.1e-05 1.00e+00 1.911535569e+02 1.911539886e+02 9.7e-11 22.73 79 1.5e-07 7.4e-03 1.0e-05 1.00e+00 1.911535878e+02 1.911539763e+02 8.7e-11 22.77 80 1.4e-07 7.4e-03 9.1e-06 1.00e+00 1.911536156e+02 1.911539652e+02 7.9e-11 22.82 81 1.2e-07 7.4e-03 8.2e-06 1.00e+00 1.911536406e+02 1.911539553e+02 7.1e-11 22.86 82 1.1e-07 7.4e-03 7.3e-06 1.00e+00 1.911536630e+02 1.911539463e+02 6.4e-11 23.24 83 9.9e-08 7.3e-03 6.6e-06 1.00e+00 1.911536833e+02 1.911539382e+02 5.7e-11 23.61 84 8.9e-08 7.3e-03 5.9e-06 1.00e+00 1.911537015e+02 1.911539309e+02 5.2e-11 23.83 85 8.0e-08 7.3e-03 5.4e-06 1.00e+00 1.911537179e+02 1.911539244e+02 4.6e-11 24.07 86 7.2e-08 7.3e-03 4.8e-06 9.99e-01 1.911537326e+02 1.911539185e+02 4.2e-11 24.76 87 6.5e-08 7.3e-03 4.3e-06 9.99e-01 1.911537459e+02 1.911539132e+02 3.8e-11 25.04 88 5.9e-08 7.2e-03 3.9e-06 9.99e-01 1.911537579e+02 1.911539084e+02 3.4e-11 25.07 89 5.3e-08 7.2e-03 3.5e-06 1.00e+00 1.911537686e+02 1.911539041e+02 3.0e-11 25.11 90 4.7e-08 7.2e-03 3.2e-06 1.00e+00 1.911537783e+02 1.911539002e+02 2.7e-11 25.15 91 4.3e-08 7.2e-03 2.8e-06 9.99e-01 1.911537870e+02 1.911538968e+02 2.5e-11 25.20 92 3.8e-08 7.2e-03 2.6e-06 1.00e+00 1.911537948e+02 1.911538936e+02 2.2e-11 25.69 93 8.8e-09 1.6e-03 5.8e-07 1.00e+00 1.911538492e+02 1.911538718e+02 5.1e-12 25.76 94 7.9e-09 1.5e-03 5.3e-07 9.99e-01 1.911538508e+02 1.911538711e+02 4.6e-12 25.89 95 1.7e-09 3.1e-04 1.1e-07 9.97e-01 1.911538622e+02 1.911538666e+02 9.7e-13 26.15 Interior-point optimizer terminated. Time: 26.15. Optimizer terminated. Time: 26.16 solsta = 1, prosta = 1 Interior-point solution summary Problem status : PRIMAL_AND_DUAL_FEASIBLE Solution status : OPTIMAL Primal. obj: 1.9115386223e+02 Viol. con: 3e-08 var: 0e+00 Dual. obj: 1.9115386655e+02 Viol. con: 0e+00 var: 2e-03 * End solution on dual form. * Transforming to primal solution. Solving took 26.2 seconds. Using solver 'mosek' Solving for 1773 variables. Number of Hessian non-zeros: 2084 * Solving exponential optimization problem on dual form. * * The following log information refers to the solution of the dual problem. * Computer Platform : MACOSX/64-X86 Cores : 4 Problem Name : Objective sense : max Type : GECO (general convex optimization problem) Constraints : 1774 Cones : 0 Scalar variables : 6156 Matrix variables : 0 Integer variables : 0 Optimizer started. Interior-point optimizer started. Presolve started. Linear dependency checker started. Linear dependency checker terminated. Eliminator started. Total number of eliminations : 932 Eliminator terminated. Eliminator started. Total number of eliminations : 943 Eliminator terminated. Eliminator - tries : 2 time : 0.00 Eliminator - elim's : 943 Lin. dep. - tries : 1 time : 0.00 Lin. dep. - number : 0 Presolve terminated. Time: 0.02 Matrix reordering started. Local matrix reordering started. Local matrix reordering terminated. Matrix reordering terminated. Optimizer - threads : 4 Optimizer - solved problem : the primal Optimizer - Constraints : 782 Optimizer - Cones : 0 Optimizer - Scalar variables : 3474 conic : 0 Optimizer - Semi-definite variables: 0 scalarized : 0 Factor - setup time : 0.03 dense det. time : 0.00 Factor - ML order time : 0.00 GP order time : 0.02 Factor - nonzeros before factor : 1.66e+04 after factor : 1.52e+05 Factor - dense dim. : 0 flops : 0.00e+00 Factor - GP saved nzs : 0 GP saved flops : 0.00e+00 ITE PFEAS DFEAS GFEAS PRSTATUS POBJ DOBJ MU TIME 0 2.3e+03 3.0e+03 1.3e+05 0.00e+00 -1.289434128e+05 2.000000000e+00 1.0e+00 0.05 1 1.1e+03 1.4e+03 6.2e+04 -9.71e-01 -1.268018020e+05 3.665190713e+00 4.8e-01 1.03 2 4.5e+02 5.9e+02 2.6e+04 -9.37e-01 -1.212085224e+05 9.661797457e+00 2.0e-01 1.27 3 2.9e+02 3.7e+02 1.6e+04 -8.49e-01 -1.160885058e+05 5.288436028e+01 1.3e-01 1.48 4 2.9e+02 3.7e+02 1.6e+04 -7.62e-01 -1.137706019e+05 2.033526690e+03 1.3e-01 1.72 5 8.5e+01 1.1e+02 4.8e+03 -7.56e-01 -7.957360503e+04 8.929555585e+03 3.8e-02 1.75 6 4.0e+01 5.2e+01 2.3e+03 -2.66e-01 -5.109414047e+04 1.015821260e+04 1.8e-02 2.08 7 2.5e+01 3.3e+01 1.4e+03 2.09e-01 -3.650292233e+04 7.555406102e+03 1.1e-02 2.83 8 1.1e+01 1.4e+01 6.3e+02 4.65e-01 -1.782128213e+04 4.614609123e+03 5.0e-03 3.15 9 6.7e+00 8.7e+00 3.8e+02 7.71e-01 -1.075001443e+04 3.363347546e+03 3.0e-03 3.29 10 2.8e+00 3.6e+00 1.6e+02 8.84e-01 -4.467358617e+03 1.618683391e+03 1.3e-03 3.76 11 1.1e+00 1.4e+00 6.1e+01 9.67e-01 -1.602713028e+03 7.536945143e+02 4.8e-04 3.98 12 8.6e-01 1.1e+00 4.9e+01 9.85e-01 -1.241857807e+03 6.542146156e+02 3.9e-04 4.01 13 6.8e-01 9.7e-01 3.9e+01 9.67e-01 -9.730691410e+02 5.562443522e+02 3.1e-04 4.07 14 3.0e-01 4.2e-01 1.7e+01 9.90e-01 -3.202317713e+02 3.485646926e+02 1.4e-04 4.11 15 1.7e-01 2.4e-01 9.6e+00 9.98e-01 -1.137752989e+02 2.616040747e+02 7.7e-05 4.29 16 7.0e-02 1.4e-01 4.1e+00 1.00e+00 3.988466193e+01 1.986843027e+02 3.3e-05 4.69 17 6.1e-02 1.2e-01 3.6e+00 1.01e+00 5.706897401e+01 1.968787289e+02 2.9e-05 4.90 18 2.3e-02 7.3e-02 1.4e+00 1.02e+00 1.275407453e+02 1.796487323e+02 1.1e-05 5.61 19 7.7e-03 8.9e-02 4.6e-01 1.01e+00 1.548551108e+02 1.724116567e+02 3.7e-06 6.03 20 3.5e-03 7.3e-02 2.1e-01 1.01e+00 1.614974283e+02 1.693991929e+02 1.7e-06 6.80 21 1.4e-03 8.4e-02 8.3e-02 1.01e+00 1.651651792e+02 1.683361876e+02 6.8e-07 6.96 22 7.5e-04 7.1e-02 4.6e-02 1.01e+00 1.662483729e+02 1.679906363e+02 3.7e-07 7.46 23 3.3e-04 7.6e-02 2.0e-02 1.01e+00 1.669548698e+02 1.677204336e+02 1.7e-07 7.72 24 1.4e-04 7.7e-02 8.9e-03 1.01e+00 1.672605851e+02 1.675970773e+02 7.3e-08 7.95 25 1.3e-04 7.1e-02 8.0e-03 1.01e+00 1.672892792e+02 1.675922971e+02 6.6e-08 8.21 26 1.2e-04 6.4e-02 7.2e-03 1.01e+00 1.673099005e+02 1.675825311e+02 6.0e-08 8.45 27 1.0e-04 5.9e-02 6.5e-03 1.01e+00 1.673290704e+02 1.675743870e+02 5.4e-08 8.53 28 9.4e-05 5.4e-02 5.9e-03 1.01e+00 1.673461890e+02 1.675669287e+02 4.8e-08 8.55 29 8.4e-05 4.9e-02 5.3e-03 1.01e+00 1.673615706e+02 1.675602002e+02 4.3e-08 8.62 30 7.6e-05 4.5e-02 4.7e-03 1.00e+00 1.673753761e+02 1.675541133e+02 3.9e-08 8.67 31 6.8e-05 4.1e-02 4.3e-03 1.00e+00 1.673877717e+02 1.675486111e+02 3.5e-08 9.08 32 6.1e-05 3.8e-02 3.8e-03 1.00e+00 1.673989018e+02 1.675436379e+02 3.2e-08 9.36 33 5.5e-05 3.5e-02 3.5e-03 1.00e+00 1.674088969e+02 1.675391436e+02 2.9e-08 9.58 34 5.0e-05 3.2e-02 3.1e-03 1.00e+00 1.674178737e+02 1.675350830e+02 2.6e-08 9.85 35 4.5e-05 3.0e-02 2.8e-03 1.00e+00 1.674259368e+02 1.675314148e+02 2.3e-08 10.08 36 4.0e-05 2.8e-02 2.5e-03 1.00e+00 1.674331800e+02 1.675281019e+02 2.1e-08 10.21 37 3.6e-05 2.6e-02 2.3e-03 1.00e+00 1.674396872e+02 1.675251101e+02 1.9e-08 10.63 38 3.3e-05 2.4e-02 2.0e-03 1.00e+00 1.674455337e+02 1.675224090e+02 1.7e-08 10.78 39 2.9e-05 2.2e-02 1.8e-03 1.00e+00 1.674507871e+02 1.675199706e+02 1.5e-08 10.82 40 2.6e-05 2.1e-02 1.7e-03 1.00e+00 1.674555080e+02 1.675177696e+02 1.4e-08 10.92 41 2.4e-05 2.0e-02 1.5e-03 1.00e+00 1.674597506e+02 1.675157832e+02 1.2e-08 11.23 42 2.1e-05 1.8e-02 1.3e-03 1.00e+00 1.674635636e+02 1.675139907e+02 1.1e-08 11.59 43 1.9e-05 1.7e-02 1.2e-03 1.00e+00 1.674669908e+02 1.675123734e+02 1.0e-08 12.28 44 1.7e-05 1.6e-02 1.1e-03 1.00e+00 1.674700713e+02 1.675109142e+02 9.0e-09 12.39 45 1.6e-05 1.6e-02 9.8e-04 1.00e+00 1.674728404e+02 1.675095978e+02 8.1e-09 13.56 46 1.4e-05 1.5e-02 8.8e-04 1.00e+00 1.674753297e+02 1.675084105e+02 7.3e-09 13.78 47 1.3e-05 1.4e-02 7.9e-04 1.00e+00 1.674775675e+02 1.675073395e+02 6.5e-09 14.03 48 1.1e-05 1.4e-02 7.1e-04 1.00e+00 1.674795793e+02 1.675063736e+02 5.9e-09 15.03 49 1.0e-05 1.3e-02 6.4e-04 1.00e+00 1.674813880e+02 1.675055024e+02 5.3e-09 15.31 50 9.2e-06 1.2e-02 5.8e-04 1.00e+00 1.674830142e+02 1.675047168e+02 4.8e-09 15.33 51 8.3e-06 1.2e-02 5.2e-04 1.00e+00 1.674844762e+02 1.675040082e+02 4.3e-09 15.60 52 7.5e-06 1.2e-02 4.7e-04 1.00e+00 1.674857906e+02 1.675033692e+02 3.9e-09 16.18 53 6.7e-06 1.1e-02 4.2e-04 1.00e+00 1.674869723e+02 1.675027929e+02 3.5e-09 16.53 54 6.0e-06 1.1e-02 3.8e-04 1.00e+00 1.674880347e+02 1.675022731e+02 3.1e-09 17.19 55 5.4e-06 1.1e-02 3.4e-04 1.00e+00 1.674889898e+02 1.675018043e+02 2.8e-09 17.55 56 4.9e-06 1.0e-02 3.1e-04 1.00e+00 1.674898485e+02 1.675013813e+02 2.5e-09 17.58 57 4.4e-06 1.0e-02 2.8e-04 1.00e+00 1.674906205e+02 1.675010000e+02 2.3e-09 17.66 58 4.0e-06 9.9e-03 2.5e-04 1.00e+00 1.674913147e+02 1.675006563e+02 2.1e-09 18.07 59 3.6e-06 9.7e-03 2.2e-04 1.00e+00 1.674919389e+02 1.675003463e+02 1.8e-09 18.32 60 3.2e-06 9.6e-03 2.0e-04 1.00e+00 1.674925004e+02 1.675000670e+02 1.7e-09 18.45 61 2.9e-06 9.4e-03 1.8e-04 1.00e+00 1.674930053e+02 1.674998152e+02 1.5e-09 18.56 62 2.6e-06 9.3e-03 1.6e-04 1.00e+00 1.674934594e+02 1.674995883e+02 1.3e-09 18.68 63 2.3e-06 9.1e-03 1.5e-04 1.00e+00 1.674938679e+02 1.674993838e+02 1.2e-09 18.89 64 2.1e-06 9.0e-03 1.3e-04 1.00e+00 1.674942353e+02 1.674991997e+02 1.1e-09 19.18 65 1.9e-06 8.9e-03 1.2e-04 1.00e+00 1.674945657e+02 1.674990337e+02 9.8e-10 19.53 66 1.7e-06 8.8e-03 1.1e-04 1.00e+00 1.674948630e+02 1.674988842e+02 8.8e-10 20.45 67 1.5e-06 8.7e-03 9.6e-05 1.00e+00 1.674951303e+02 1.674987494e+02 8.0e-10 20.73 68 1.4e-06 8.6e-03 8.7e-05 1.00e+00 1.674953709e+02 1.674986280e+02 7.2e-10 21.11 69 1.2e-06 8.6e-03 7.8e-05 1.00e+00 1.674955872e+02 1.674985186e+02 6.4e-10 21.35 70 1.1e-06 8.5e-03 7.0e-05 1.00e+00 1.674957818e+02 1.674984200e+02 5.8e-10 21.48 71 1.0e-06 8.4e-03 6.3e-05 1.00e+00 1.674959569e+02 1.674983312e+02 5.2e-10 21.73 72 9.1e-07 8.4e-03 5.7e-05 1.00e+00 1.674961143e+02 1.674982512e+02 4.7e-10 21.90 73 8.2e-07 8.3e-03 5.1e-05 1.00e+00 1.674962559e+02 1.674981791e+02 4.2e-10 22.03 74 7.3e-07 8.3e-03 4.6e-05 1.00e+00 1.674963833e+02 1.674981141e+02 3.8e-10 22.08 75 6.6e-07 8.2e-03 4.1e-05 9.99e-01 1.674964978e+02 1.674980556e+02 3.4e-10 22.96 76 6.0e-07 8.2e-03 3.7e-05 1.00e+00 1.674966009e+02 1.674980029e+02 3.1e-10 23.41 77 5.4e-07 8.1e-03 3.4e-05 1.00e+00 1.674966935e+02 1.674979554e+02 2.8e-10 23.75 78 4.8e-07 8.1e-03 3.0e-05 9.98e-01 1.674967769e+02 1.674979126e+02 2.5e-10 24.18 79 4.3e-07 8.1e-03 2.7e-05 1.00e+00 1.674968519e+02 1.674978740e+02 2.2e-10 24.41 80 3.9e-07 8.0e-03 2.4e-05 1.00e+00 1.674969194e+02 1.674978393e+02 2.0e-10 24.42 81 3.5e-07 8.0e-03 2.2e-05 1.00e+00 1.674969801e+02 1.674978080e+02 1.8e-10 24.44 82 3.2e-07 8.0e-03 2.0e-05 1.00e+00 1.674970347e+02 1.674977799e+02 1.6e-10 24.46 83 2.8e-07 8.0e-03 1.8e-05 1.00e+00 1.674970839e+02 1.674977545e+02 1.5e-10 24.51 84 2.6e-07 7.9e-03 1.6e-05 1.00e+00 1.674971281e+02 1.674977316e+02 1.3e-10 24.68 85 2.3e-07 7.1e-03 1.4e-05 1.01e+00 1.674971689e+02 1.674977104e+02 1.2e-10 24.92 86 2.1e-07 6.4e-03 1.3e-05 1.00e+00 1.674972049e+02 1.674976917e+02 1.1e-10 25.14 87 1.9e-07 5.8e-03 1.2e-05 1.00e+00 1.674972370e+02 1.674976752e+02 9.7e-11 25.49 88 1.7e-07 5.2e-03 1.1e-05 1.00e+00 1.674972659e+02 1.674976602e+02 8.7e-11 26.00 89 1.5e-07 4.7e-03 9.5e-06 9.97e-01 1.674972919e+02 1.674976468e+02 7.9e-11 26.57 90 1.4e-07 4.2e-03 8.5e-06 9.98e-01 1.674973153e+02 1.674976348e+02 7.1e-11 26.63 91 1.2e-07 3.8e-03 7.7e-06 1.00e+00 1.674973363e+02 1.674976239e+02 6.4e-11 26.67 92 1.1e-07 3.4e-03 6.9e-06 9.99e-01 1.674973553e+02 1.674976141e+02 5.7e-11 26.71 93 9.9e-08 3.1e-03 6.2e-06 1.00e+00 1.674973723e+02 1.674976052e+02 5.2e-11 26.75 94 8.9e-08 2.8e-03 5.6e-06 1.01e+00 1.674973882e+02 1.674975969e+02 4.7e-11 27.37 95 8.0e-08 2.5e-03 5.0e-06 1.00e+00 1.674974020e+02 1.674975898e+02 4.2e-11 27.47 96 7.2e-08 2.2e-03 4.5e-06 1.00e+00 1.674974144e+02 1.674975834e+02 3.8e-11 27.69 97 6.5e-08 2.0e-03 4.1e-06 1.00e+00 1.674974255e+02 1.674975776e+02 3.4e-11 28.06 98 5.9e-08 1.8e-03 3.7e-06 1.03e+00 1.674974369e+02 1.674975715e+02 3.1e-11 28.12 99 5.3e-08 1.6e-03 3.3e-06 9.88e-01 1.674974457e+02 1.674975670e+02 2.8e-11 28.24 100 4.8e-08 1.5e-03 3.0e-06 1.01e+00 1.674974542e+02 1.674975626e+02 2.5e-11 29.06 101 4.3e-08 1.3e-03 2.7e-06 1.02e+00 1.674974621e+02 1.674975584e+02 2.3e-11 29.85 102 3.8e-08 1.2e-03 2.4e-06 1.01e+00 1.674974687e+02 1.674975550e+02 2.1e-11 30.23 103 3.5e-08 1.1e-03 2.2e-06 1.04e+00 1.674974754e+02 1.674975514e+02 1.9e-11 30.38 104 3.1e-08 9.6e-04 2.0e-06 1.05e+00 1.674974817e+02 1.674975481e+02 1.8e-11 30.51 105 2.8e-08 8.7e-04 1.8e-06 1.02e+00 1.674974865e+02 1.674975455e+02 1.6e-11 30.73 106 2.5e-08 7.8e-04 1.6e-06 9.36e-01 1.674974904e+02 1.674975437e+02 1.4e-11 31.45 107 2.3e-08 7.0e-04 1.4e-06 1.01e+00 1.674974940e+02 1.674975418e+02 1.3e-11 31.76 108 2.0e-08 6.3e-04 1.3e-06 9.91e-01 1.674974971e+02 1.674975402e+02 1.2e-11 31.97 109 1.8e-08 5.7e-04 1.2e-06 1.05e+00 1.674975007e+02 1.674975383e+02 1.1e-11 32.78 110 1.7e-08 5.1e-04 1.0e-06 1.03e+00 1.674975035e+02 1.674975369e+02 9.9e-12 33.27 111 1.5e-08 4.6e-04 9.3e-07 9.59e-01 1.674975057e+02 1.674975358e+02 8.9e-12 33.43 112 1.4e-08 4.2e-04 8.4e-07 1.07e+00 1.674975083e+02 1.674975344e+02 8.3e-12 34.09 113 1.2e-08 9.8e-05 2.0e-07 1.11e+00 1.674975215e+02 1.674975271e+02 1.7e-12 34.29 114 5.2e-09 1.1e-05 2.3e-08 6.72e-01 1.674975254e+02 1.674975261e+02 3.8e-13 34.66 Interior-point optimizer terminated. Time: 34.66. Optimizer terminated. Time: 34.67 solsta = 1, prosta = 1 Interior-point solution summary Problem status : PRIMAL_AND_DUAL_FEASIBLE Solution status : OPTIMAL Primal. obj: 1.6749752537e+02 Viol. con: 1e-07 var: 0e+00 Dual. obj: 1.6749752613e+02 Viol. con: 0e+00 var: 7e-05 * End solution on dual form. * Transforming to primal solution. Solving took 34.7 seconds. Using solver 'mosek' Solving for 1773 variables. Number of Hessian non-zeros: 2084 * Solving exponential optimization problem on dual form. * * The following log information refers to the solution of the dual problem. * Computer Platform : MACOSX/64-X86 Cores : 4 Problem Name : Objective sense : max Type : GECO (general convex optimization problem) Constraints : 1774 Cones : 0 Scalar variables : 6156 Matrix variables : 0 Integer variables : 0 Optimizer started. Interior-point optimizer started. Presolve started. Linear dependency checker started. Linear dependency checker terminated. Eliminator started. Total number of eliminations : 932 Eliminator terminated. Eliminator started. Total number of eliminations : 943 Eliminator terminated. Eliminator - tries : 2 time : 0.00 Eliminator - elim's : 943 Lin. dep. - tries : 1 time : 0.00 Lin. dep. - number : 0 Presolve terminated. Time: 0.01 Matrix reordering started. Local matrix reordering started. Local matrix reordering terminated. Matrix reordering terminated. Optimizer - threads : 4 Optimizer - solved problem : the primal Optimizer - Constraints : 782 Optimizer - Cones : 0 Optimizer - Scalar variables : 3474 conic : 0 Optimizer - Semi-definite variables: 0 scalarized : 0 Factor - setup time : 0.03 dense det. time : 0.00 Factor - ML order time : 0.00 GP order time : 0.02 Factor - nonzeros before factor : 1.66e+04 after factor : 1.52e+05 Factor - dense dim. : 0 flops : 0.00e+00 Factor - GP saved nzs : 0 GP saved flops : 0.00e+00 ITE PFEAS DFEAS GFEAS PRSTATUS POBJ DOBJ MU TIME 0 2.3e+03 3.0e+03 1.3e+05 0.00e+00 -1.290845738e+05 2.000000000e+00 1.0e+00 0.04 1 1.1e+03 1.4e+03 6.2e+04 -9.71e-01 -1.269452005e+05 3.585522684e+00 4.8e-01 0.66 2 4.4e+02 5.6e+02 2.5e+04 -9.37e-01 -1.209692004e+05 9.844625345e+00 1.9e-01 0.91 3 2.9e+02 3.7e+02 1.6e+04 -8.43e-01 -1.161830266e+05 5.933130993e+01 1.3e-01 0.99 4 2.9e+02 3.7e+02 1.6e+04 -7.62e-01 -1.134441586e+05 2.386055276e+03 1.3e-01 1.33 5 8.0e+01 1.0e+02 4.4e+03 -7.55e-01 -7.649521213e+04 9.684531559e+03 3.5e-02 1.53 6 4.0e+01 5.1e+01 2.2e+03 -2.20e-01 -5.005546088e+04 1.024593418e+04 1.7e-02 1.58 7 2.4e+01 3.1e+01 1.3e+03 2.31e-01 -3.468136710e+04 7.160175978e+03 1.1e-02 1.67 8 1.5e+01 1.9e+01 8.5e+02 5.04e-01 -2.367536802e+04 5.150226709e+03 6.7e-03 1.94 9 6.9e+00 8.8e+00 3.8e+02 6.85e-01 -1.122817865e+04 2.907184943e+03 3.0e-03 2.40 10 3.5e+00 4.5e+00 1.9e+02 8.75e-01 -5.483707479e+03 1.878133885e+03 1.5e-03 2.55 11 2.3e+00 2.9e+00 1.3e+02 9.55e-01 -3.523236998e+03 1.322657936e+03 1.0e-03 2.93 12 9.2e-01 1.2e+00 5.2e+01 9.76e-01 -1.339221417e+03 6.436020236e+02 4.1e-04 3.27 13 8.0e-01 1.0e+00 4.5e+01 9.73e-01 -1.162196598e+03 5.796974530e+02 3.5e-04 3.90 14 7.5e-01 9.6e-01 4.2e+01 9.83e-01 -1.075078178e+03 5.654434755e+02 3.3e-04 4.43 15 2.7e-01 3.8e-01 1.5e+01 9.84e-01 -2.894031711e+02 3.114497110e+02 1.2e-04 4.82 16 1.5e-01 3.4e-01 8.4e+00 1.01e+00 -9.052744116e+01 2.378711554e+02 6.7e-05 5.58 17 8.6e-02 2.1e-01 4.9e+00 1.01e+00 1.193553569e+01 2.033116356e+02 3.9e-05 6.05 18 8.4e-02 2.1e-01 4.8e+00 1.02e+00 1.549491924e+01 2.029828503e+02 3.9e-05 6.08 19 6.9e-02 1.7e-01 4.0e+00 1.02e+00 4.620224066e+01 1.996597980e+02 3.2e-05 6.11 20 2.0e-02 9.3e-02 1.2e+00 1.01e+00 1.322762123e+02 1.768696896e+02 9.3e-06 6.19 21 6.7e-03 1.6e-01 3.9e-01 1.01e+00 1.556968164e+02 1.706994932e+02 3.1e-06 6.60 22 2.4e-03 1.6e-01 1.4e-01 1.00e+00 1.626418075e+02 1.681041189e+02 1.2e-06 6.74 23 1.5e-03 1.1e-01 9.1e-02 1.01e+00 1.641683002e+02 1.676398508e+02 7.3e-07 7.19 24 7.1e-04 8.1e-02 4.3e-02 1.00e+00 1.655546688e+02 1.671792065e+02 3.5e-07 7.51 25 2.8e-04 8.7e-02 1.7e-02 1.01e+00 1.662671715e+02 1.669163805e+02 1.4e-07 7.75 26 2.5e-04 8.0e-02 1.5e-02 1.01e+00 1.663178146e+02 1.669019067e+02 1.3e-07 7.98 27 2.3e-04 7.3e-02 1.4e-02 1.01e+00 1.663594274e+02 1.668849593e+02 1.1e-07 8.23 28 2.0e-04 6.6e-02 1.2e-02 1.01e+00 1.663971635e+02 1.668700212e+02 1.0e-07 8.29 29 1.8e-04 6.0e-02 1.1e-02 1.01e+00 1.664309167e+02 1.668563898e+02 9.2e-08 8.36 30 1.7e-04 5.5e-02 1.0e-02 1.01e+00 1.664611916e+02 1.668440363e+02 8.3e-08 8.43 31 1.5e-04 5.0e-02 9.1e-03 1.01e+00 1.664883386e+02 1.668328326e+02 7.4e-08 8.78 32 1.3e-04 4.6e-02 8.2e-03 1.01e+00 1.665126869e+02 1.668226774e+02 6.7e-08 8.89 33 1.2e-04 4.2e-02 7.4e-03 1.01e+00 1.665345284e+02 1.668134759e+02 6.0e-08 8.94 34 1.1e-04 3.9e-02 6.6e-03 1.00e+00 1.665541246e+02 1.668051416e+02 5.4e-08 8.98 35 9.8e-05 3.6e-02 6.0e-03 1.00e+00 1.665717088e+02 1.667975952e+02 4.9e-08 9.00 36 8.8e-05 3.3e-02 5.4e-03 1.00e+00 1.665874899e+02 1.667907643e+02 4.4e-08 9.46 37 7.9e-05 3.0e-02 4.8e-03 1.00e+00 1.666016546e+02 1.667845828e+02 4.0e-08 9.89 38 7.1e-05 2.8e-02 4.4e-03 1.00e+00 1.666143701e+02 1.667789902e+02 3.6e-08 10.02 39 6.4e-05 2.6e-02 3.9e-03 1.00e+00 1.666257859e+02 1.667739318e+02 3.2e-08 10.49 40 5.8e-05 2.4e-02 3.5e-03 1.00e+00 1.666360359e+02 1.667693575e+02 2.9e-08 10.64 41 5.2e-05 2.3e-02 3.2e-03 1.00e+00 1.666452401e+02 1.667652218e+02 2.6e-08 10.75 42 4.7e-05 2.1e-02 2.9e-03 1.00e+00 1.666535062e+02 1.667614835e+02 2.3e-08 11.11 43 4.2e-05 2.0e-02 2.6e-03 1.00e+00 1.666609303e+02 1.667581049e+02 2.1e-08 11.40 44 3.8e-05 1.8e-02 2.3e-03 1.00e+00 1.666675989e+02 1.667550522e+02 1.9e-08 11.55 45 3.4e-05 1.7e-02 2.1e-03 1.00e+00 1.666735894e+02 1.667522942e+02 1.7e-08 11.80 46 3.1e-05 1.6e-02 1.9e-03 1.00e+00 1.666789711e+02 1.667498031e+02 1.5e-08 11.91 47 2.8e-05 1.6e-02 1.7e-03 1.00e+00 1.666838063e+02 1.667475531e+02 1.4e-08 12.19 48 2.5e-05 1.5e-02 1.5e-03 1.00e+00 1.666881508e+02 1.667455215e+02 1.2e-08 12.42 49 2.2e-05 1.4e-02 1.4e-03 1.00e+00 1.666920548e+02 1.667436873e+02 1.1e-08 12.68 50 2.0e-05 1.3e-02 1.2e-03 1.00e+00 1.666955631e+02 1.667420315e+02 1.0e-08 12.79 51 1.8e-05 1.3e-02 1.1e-03 1.00e+00 1.666987162e+02 1.667405371e+02 9.1e-09 12.81 52 1.6e-05 1.2e-02 1.0e-03 1.00e+00 1.667015502e+02 1.667391884e+02 8.2e-09 12.94 53 1.5e-05 1.2e-02 9.0e-04 1.00e+00 1.667040975e+02 1.667379715e+02 7.4e-09 13.42 54 1.3e-05 1.2e-02 8.1e-04 1.00e+00 1.667063873e+02 1.667368737e+02 6.6e-09 13.56 55 1.2e-05 1.1e-02 7.3e-04 1.00e+00 1.667084458e+02 1.667358833e+02 6.0e-09 13.72 56 1.1e-05 1.1e-02 6.5e-04 1.00e+00 1.667102965e+02 1.667349901e+02 5.4e-09 13.91 57 9.6e-06 1.1e-02 5.9e-04 1.00e+00 1.667119605e+02 1.667341846e+02 4.8e-09 14.03 58 8.6e-06 1.0e-02 5.3e-04 1.00e+00 1.667134566e+02 1.667334582e+02 4.3e-09 14.21 59 7.8e-06 1.0e-02 4.8e-04 1.00e+00 1.667148019e+02 1.667328034e+02 3.9e-09 14.41 60 7.0e-06 9.9e-03 4.3e-04 1.00e+00 1.667160117e+02 1.667322131e+02 3.5e-09 14.70 61 6.3e-06 9.7e-03 3.9e-04 1.00e+00 1.667170996e+02 1.667316809e+02 3.2e-09 14.82 62 5.7e-06 9.5e-03 3.5e-04 1.00e+00 1.667180780e+02 1.667312013e+02 2.9e-09 15.07 63 5.1e-06 9.4e-03 3.1e-04 1.00e+00 1.667189580e+02 1.667307690e+02 2.6e-09 15.09 64 4.6e-06 9.2e-03 2.8e-04 1.00e+00 1.667197494e+02 1.667303794e+02 2.3e-09 15.18 65 4.1e-06 9.1e-03 2.5e-04 1.00e+00 1.667204613e+02 1.667300282e+02 2.1e-09 15.57 66 3.7e-06 8.9e-03 2.3e-04 1.00e+00 1.667211015e+02 1.667297118e+02 1.9e-09 15.81 67 3.3e-06 8.8e-03 2.1e-04 1.00e+00 1.667216773e+02 1.667294266e+02 1.7e-09 16.06 68 3.0e-06 8.7e-03 1.8e-04 1.00e+00 1.667221951e+02 1.667291695e+02 1.5e-09 16.20 69 2.7e-06 8.6e-03 1.7e-04 1.00e+00 1.667226609e+02 1.667289378e+02 1.4e-09 16.43 70 2.4e-06 8.5e-03 1.5e-04 1.00e+00 1.667230798e+02 1.667287291e+02 1.2e-09 16.59 71 2.2e-06 8.5e-03 1.3e-04 1.00e+00 1.667234566e+02 1.667285409e+02 1.1e-09 16.84 72 2.0e-06 8.4e-03 1.2e-04 1.00e+00 1.667237955e+02 1.667283715e+02 9.9e-10 16.98 73 1.8e-06 8.3e-03 1.1e-04 1.00e+00 1.667241005e+02 1.667282188e+02 9.0e-10 17.12 74 1.6e-06 8.3e-03 9.8e-05 1.00e+00 1.667243748e+02 1.667280813e+02 8.1e-10 17.21 75 1.4e-06 8.2e-03 8.8e-05 1.00e+00 1.667246216e+02 1.667279576e+02 7.3e-10 17.32 76 1.3e-06 8.2e-03 8.0e-05 1.00e+00 1.667248437e+02 1.667278461e+02 6.5e-10 17.35 77 1.2e-06 8.1e-03 7.2e-05 1.00e+00 1.667250435e+02 1.667277456e+02 5.9e-10 17.37 78 1.1e-06 8.1e-03 6.4e-05 1.00e+00 1.667252233e+02 1.667276552e+02 5.3e-10 17.40 79 9.5e-07 8.0e-03 5.8e-05 1.00e+00 1.667253850e+02 1.667275738e+02 4.8e-10 17.43 80 8.5e-07 8.0e-03 5.2e-05 1.00e+00 1.667255305e+02 1.667275005e+02 4.3e-10 17.49 81 7.7e-07 7.9e-03 4.7e-05 1.00e+00 1.667256614e+02 1.667274344e+02 3.9e-10 17.74 82 6.9e-07 7.9e-03 4.2e-05 1.00e+00 1.667257791e+02 1.667273748e+02 3.5e-10 17.96 83 6.2e-07 7.9e-03 3.8e-05 9.99e-01 1.667258851e+02 1.667273213e+02 3.1e-10 18.09 84 5.6e-07 7.9e-03 3.4e-05 9.99e-01 1.667259804e+02 1.667272730e+02 2.8e-10 18.21 85 5.0e-07 7.8e-03 3.1e-05 9.99e-01 1.667260661e+02 1.667272295e+02 2.5e-10 18.38 86 4.5e-07 7.8e-03 2.8e-05 1.00e+00 1.667261432e+02 1.667271903e+02 2.3e-10 18.48 87 4.1e-07 7.8e-03 2.5e-05 9.98e-01 1.667262126e+02 1.667271551e+02 2.0e-10 18.60 88 3.7e-07 7.8e-03 2.2e-05 9.99e-01 1.667262750e+02 1.667271233e+02 1.8e-10 18.72 89 3.3e-07 7.7e-03 2.0e-05 1.00e+00 1.667263311e+02 1.667270946e+02 1.7e-10 18.83 90 3.0e-07 7.7e-03 1.8e-05 1.00e+00 1.667263816e+02 1.667270687e+02 1.5e-10 18.96 91 2.7e-07 7.7e-03 1.6e-05 9.99e-01 1.667264270e+02 1.667270454e+02 1.3e-10 19.11 92 2.4e-07 7.7e-03 1.5e-05 9.97e-01 1.667264679e+02 1.667270245e+02 1.2e-10 19.46 93 2.2e-07 7.7e-03 1.3e-05 9.99e-01 1.667265046e+02 1.667270056e+02 1.1e-10 19.58 94 1.9e-07 7.6e-03 1.2e-05 9.97e-01 1.667265377e+02 1.667269887e+02 9.8e-11 19.60 95 1.8e-07 7.6e-03 1.1e-05 9.99e-01 1.667265674e+02 1.667269734e+02 8.8e-11 19.67 96 1.6e-07 7.6e-03 9.7e-06 1.00e+00 1.667265943e+02 1.667269595e+02 7.9e-11 19.72 97 1.4e-07 7.6e-03 8.7e-06 9.93e-01 1.667266183e+02 1.667269472e+02 7.1e-11 19.77 98 1.3e-07 6.8e-03 7.8e-06 1.00e+00 1.667266401e+02 1.667269358e+02 6.4e-11 20.14 99 1.2e-07 6.1e-03 7.1e-06 9.99e-01 1.667266596e+02 1.667269258e+02 5.8e-11 20.51 100 1.0e-07 5.5e-03 6.3e-06 9.93e-01 1.667266772e+02 1.667269168e+02 5.2e-11 20.74 101 9.3e-08 5.0e-03 5.7e-06 1.00e+00 1.667266930e+02 1.667269086e+02 4.7e-11 20.99 102 8.4e-08 4.5e-03 5.1e-06 1.01e+00 1.667267075e+02 1.667269010e+02 4.2e-11 21.36 103 7.5e-08 4.0e-03 4.6e-06 9.96e-01 1.667267203e+02 1.667268944e+02 3.8e-11 21.63 104 6.8e-08 3.6e-03 4.2e-06 1.00e+00 1.667267318e+02 1.667268885e+02 3.4e-11 22.70 105 6.1e-08 3.3e-03 3.7e-06 1.01e+00 1.667267424e+02 1.667268829e+02 3.1e-11 23.02 106 5.5e-08 2.9e-03 3.4e-06 1.00e+00 1.667267517e+02 1.667268781e+02 2.8e-11 23.15 107 5.0e-08 2.6e-03 3.0e-06 1.01e+00 1.667267602e+02 1.667268737e+02 2.5e-11 23.28 108 4.5e-08 2.4e-03 2.7e-06 1.00e+00 1.667267678e+02 1.667268698e+02 2.3e-11 23.53 109 4.0e-08 2.1e-03 2.5e-06 1.01e+00 1.667267749e+02 1.667268660e+02 2.1e-11 23.70 110 3.6e-08 1.9e-03 2.2e-06 9.98e-01 1.667267809e+02 1.667268629e+02 1.8e-11 24.16 111 3.3e-08 1.7e-03 2.0e-06 1.02e+00 1.667267868e+02 1.667268598e+02 1.7e-11 24.19 112 2.9e-08 1.6e-03 1.8e-06 9.95e-01 1.667267916e+02 1.667268574e+02 1.5e-11 24.24 113 2.6e-08 1.4e-03 1.6e-06 9.53e-01 1.667267959e+02 1.667268552e+02 1.4e-11 25.14 114 2.4e-08 1.3e-03 1.5e-06 1.03e+00 1.667268003e+02 1.667268529e+02 1.2e-11 25.96 115 2.1e-08 1.1e-03 1.3e-06 9.75e-01 1.667268038e+02 1.667268511e+02 1.1e-11 26.25 116 1.9e-08 1.0e-03 1.2e-06 1.01e+00 1.667268070e+02 1.667268494e+02 1.0e-11 26.34 117 1.7e-08 9.2e-04 1.1e-06 1.00e+00 1.667268098e+02 1.667268480e+02 9.1e-12 26.37 118 1.6e-08 8.3e-04 9.5e-07 9.21e-01 1.667268123e+02 1.667268468e+02 8.2e-12 26.44 119 1.4e-08 7.5e-04 8.6e-07 1.07e+00 1.667268152e+02 1.667268451e+02 7.6e-12 26.47 120 1.3e-08 6.7e-04 7.7e-07 9.08e-01 1.667268172e+02 1.667268442e+02 6.8e-12 26.54 121 1.1e-08 6.1e-04 6.9e-07 9.83e-01 1.667268190e+02 1.667268433e+02 6.2e-12 27.23 122 1.0e-08 5.4e-04 6.3e-07 9.89e-01 1.667268206e+02 1.667268425e+02 5.5e-12 27.89 123 9.3e-09 4.9e-04 5.6e-07 9.75e-01 1.667268220e+02 1.667268417e+02 5.0e-12 28.31 124 8.4e-09 4.4e-04 5.1e-07 1.07e+00 1.667268237e+02 1.667268408e+02 4.6e-12 28.53 125 7.5e-09 4.0e-04 4.6e-07 9.93e-01 1.667268248e+02 1.667268402e+02 4.2e-12 28.67 126 6.8e-09 3.6e-04 4.1e-07 8.09e-01 1.667268258e+02 1.667268398e+02 3.8e-12 28.70 127 6.2e-09 3.2e-04 3.7e-07 7.74e-01 1.667268267e+02 1.667268394e+02 3.4e-12 29.30 128 5.8e-09 2.9e-04 3.3e-07 8.43e-01 1.667268275e+02 1.667268390e+02 3.1e-12 29.54 129 5.1e-09 2.6e-04 3.0e-07 1.22e+00 1.667268282e+02 1.667268386e+02 2.7e-12 30.03 130 2.0e-08 3.0e-05 3.5e-08 1.03e+00 1.667268341e+02 1.667268353e+02 2.9e-13 30.77 Interior-point optimizer terminated. Time: 30.78. Optimizer terminated. Time: 30.78 solsta = 1, prosta = 1 Interior-point solution summary Problem status : PRIMAL_AND_DUAL_FEASIBLE Solution status : OPTIMAL Primal. obj: 1.6672683413e+02 Viol. con: 5e-07 var: 0e+00 Dual. obj: 1.6672683531e+02 Viol. con: 0e+00 var: 2e-04 * End solution on dual form. * Transforming to primal solution. Solving took 30.8 seconds. Using solver 'mosek' Solving for 1773 variables. Number of Hessian non-zeros: 2084 * Solving exponential optimization problem on dual form. * * The following log information refers to the solution of the dual problem. * Computer Platform : MACOSX/64-X86 Cores : 4 Problem Name : Objective sense : max Type : GECO (general convex optimization problem) Constraints : 1774 Cones : 0 Scalar variables : 6156 Matrix variables : 0 Integer variables : 0 Optimizer started. Interior-point optimizer started. Presolve started. Linear dependency checker started. Linear dependency checker terminated. Eliminator started. Total number of eliminations : 932 Eliminator terminated. Eliminator started. Total number of eliminations : 943 Eliminator terminated. Eliminator - tries : 2 time : 0.00 Eliminator - elim's : 943 Lin. dep. - tries : 1 time : 0.00 Lin. dep. - number : 0 Presolve terminated. Time: 0.02 Matrix reordering started. Local matrix reordering started. Local matrix reordering terminated. Matrix reordering terminated. Optimizer - threads : 4 Optimizer - solved problem : the primal Optimizer - Constraints : 782 Optimizer - Cones : 0 Optimizer - Scalar variables : 3474 conic : 0 Optimizer - Semi-definite variables: 0 scalarized : 0 Factor - setup time : 0.03 dense det. time : 0.00 Factor - ML order time : 0.00 GP order time : 0.02 Factor - nonzeros before factor : 1.66e+04 after factor : 1.52e+05 Factor - dense dim. : 0 flops : 0.00e+00 Factor - GP saved nzs : 0 GP saved flops : 0.00e+00 ITE PFEAS DFEAS GFEAS PRSTATUS POBJ DOBJ MU TIME 0 2.3e+03 3.0e+03 1.3e+05 0.00e+00 -1.288196237e+05 2.000000000e+00 1.0e+00 0.05 1 1.1e+03 1.4e+03 6.2e+04 -9.71e-01 -1.266731497e+05 3.581276542e+00 4.8e-01 0.58 2 4.4e+02 5.5e+02 2.4e+04 -9.37e-01 -1.205848058e+05 9.985411066e+00 1.9e-01 0.85 3 2.9e+02 3.7e+02 1.6e+04 -8.41e-01 -1.158785896e+05 6.175951094e+01 1.3e-01 1.07 4 2.9e+02 3.7e+02 1.6e+04 -7.61e-01 -1.131726108e+05 2.355682396e+03 1.3e-01 1.11 5 7.4e+01 9.4e+01 4.1e+03 -7.54e-01 -7.381813740e+04 1.005831678e+04 3.2e-02 1.16 6 3.5e+01 4.5e+01 1.9e+03 -1.80e-01 -4.553976232e+04 1.041856909e+04 1.5e-02 1.70 7 2.1e+01 2.6e+01 1.1e+03 3.07e-01 -3.038952026e+04 7.014384008e+03 9.1e-03 1.88 8 1.3e+01 1.6e+01 7.1e+02 5.77e-01 -2.005155747e+04 4.698287771e+03 5.6e-03 2.15 9 5.0e+00 6.3e+00 2.8e+02 7.44e-01 -8.091990173e+03 2.296880261e+03 2.2e-03 2.39 10 2.3e+00 3.0e+00 1.3e+02 9.22e-01 -3.587983379e+03 1.397131534e+03 1.0e-03 2.52 11 1.6e+00 2.1e+00 9.1e+01 9.77e-01 -2.478585495e+03 1.026200111e+03 7.2e-04 2.86 12 8.4e-01 1.1e+00 4.7e+01 9.85e-01 -1.191334803e+03 6.123940951e+02 3.7e-04 3.66 13 7.5e-01 1.0e+00 4.2e+01 9.54e-01 -1.084202472e+03 5.652266921e+02 3.4e-04 4.28 14 6.1e-01 8.4e-01 3.4e+01 9.88e-01 -8.302860234e+02 5.042848322e+02 2.7e-04 5.18 15 1.6e-01 2.7e-01 9.4e+00 9.90e-01 -1.259946699e+02 2.431113472e+02 7.6e-05 5.31 16 9.6e-02 1.7e-01 5.5e+00 1.01e+00 -9.231838483e+00 2.063323377e+02 4.5e-05 5.42 17 9.6e-02 1.7e-01 5.5e+00 1.02e+00 -7.685619009e+00 2.065724121e+02 4.4e-05 5.55 18 8.7e-02 1.5e-01 5.0e+00 1.02e+00 1.304662072e+01 2.078060752e+02 4.1e-05 5.59 19 5.3e-02 9.8e-02 3.0e+00 1.02e+00 7.408259787e+01 1.913405480e+02 2.5e-05 5.62 20 2.0e-02 8.9e-02 1.1e+00 1.02e+00 1.330992014e+02 1.764615884e+02 9.1e-06 5.69 21 5.2e-03 2.4e-01 3.1e-01 1.01e+00 1.581468797e+02 1.697975587e+02 2.4e-06 6.20 22 3.4e-03 2.2e-01 2.0e-01 1.00e+00 1.609297857e+02 1.686498949e+02 1.6e-06 6.43 23 1.3e-03 1.2e-01 7.9e-02 1.00e+00 1.644273099e+02 1.674255454e+02 6.4e-07 6.57 24 7.3e-04 8.1e-02 4.4e-02 1.01e+00 1.653772892e+02 1.670647538e+02 3.6e-07 6.71 25 2.9e-04 8.2e-02 1.8e-02 1.01e+00 1.660981994e+02 1.667858145e+02 1.5e-07 7.04 26 2.7e-04 7.6e-02 1.6e-02 1.01e+00 1.661522269e+02 1.667711424e+02 1.3e-07 7.32 27 2.4e-04 6.9e-02 1.5e-02 1.01e+00 1.661959664e+02 1.667527692e+02 1.2e-07 7.48 28 2.1e-04 6.3e-02 1.3e-02 1.01e+00 1.662359302e+02 1.667368892e+02 1.1e-07 7.71 29 1.9e-04 5.7e-02 1.2e-02 1.01e+00 1.662716460e+02 1.667223717e+02 9.7e-08 7.83 30 1.7e-04 5.2e-02 1.1e-02 1.01e+00 1.663036972e+02 1.667092387e+02 8.8e-08 7.86 31 1.6e-04 4.8e-02 9.6e-03 1.01e+00 1.663324434e+02 1.666973395e+02 7.9e-08 7.90 32 1.4e-04 4.4e-02 8.7e-03 1.01e+00 1.663582304e+02 1.666865629e+02 7.1e-08 7.96 33 1.3e-04 4.0e-02 7.8e-03 1.01e+00 1.663813636e+02 1.666768029e+02 6.4e-08 8.36 34 1.1e-04 3.7e-02 7.0e-03 1.01e+00 1.664021182e+02 1.666679650e+02 5.8e-08 8.60 35 1.0e-04 3.4e-02 6.3e-03 1.01e+00 1.664207402e+02 1.666599633e+02 5.2e-08 8.73 36 9.2e-05 3.2e-02 5.7e-03 1.01e+00 1.664374507e+02 1.666527201e+02 4.7e-08 9.07 37 8.3e-05 2.9e-02 5.1e-03 1.00e+00 1.664524475e+02 1.666461648e+02 4.2e-08 9.12 38 7.5e-05 2.7e-02 4.6e-03 1.00e+00 1.664659076e+02 1.666402330e+02 3.8e-08 9.23 39 6.7e-05 2.5e-02 4.2e-03 1.00e+00 1.664779899e+02 1.666348667e+02 3.4e-08 9.86 40 6.1e-05 2.4e-02 3.7e-03 1.00e+00 1.664888364e+02 1.666300128e+02 3.1e-08 10.09 41 5.5e-05 2.2e-02 3.4e-03 1.00e+00 1.664985744e+02 1.666256232e+02 2.8e-08 10.11 42 4.9e-05 2.1e-02 3.0e-03 1.00e+00 1.665073181e+02 1.666216540e+02 2.5e-08 10.19 43 4.4e-05 1.9e-02 2.7e-03 1.00e+00 1.665151698e+02 1.666180659e+02 2.2e-08 10.23 44 4.0e-05 1.8e-02 2.5e-03 1.00e+00 1.665222210e+02 1.666148226e+02 2.0e-08 11.00 45 3.6e-05 1.7e-02 2.2e-03 1.00e+00 1.665285539e+02 1.666118917e+02 1.8e-08 11.56 46 3.2e-05 1.6e-02 2.0e-03 1.00e+00 1.665342423e+02 1.666092434e+02 1.6e-08 11.65 47 2.9e-05 1.5e-02 1.8e-03 1.00e+00 1.665393522e+02 1.666068509e+02 1.5e-08 12.12 48 2.6e-05 1.5e-02 1.6e-03 1.00e+00 1.665439428e+02 1.666046900e+02 1.3e-08 12.36 49 2.4e-05 1.4e-02 1.5e-03 1.00e+00 1.665480673e+02 1.666027386e+02 1.2e-08 12.39 50 2.1e-05 1.3e-02 1.3e-03 1.00e+00 1.665517733e+02 1.666009766e+02 1.1e-08 12.47 51 1.9e-05 1.3e-02 1.2e-03 1.00e+00 1.665551036e+02 1.665993860e+02 9.6e-09 12.51 52 1.7e-05 1.2e-02 1.1e-03 1.00e+00 1.665580967e+02 1.665979504e+02 8.7e-09 12.91 53 1.5e-05 1.2e-02 9.5e-04 1.00e+00 1.665607868e+02 1.665966549e+02 7.8e-09 13.26 54 1.4e-05 1.2e-02 8.6e-04 1.00e+00 1.665632050e+02 1.665954862e+02 7.0e-09 13.32 55 1.2e-05 1.1e-02 7.7e-04 1.00e+00 1.665653789e+02 1.665944319e+02 6.3e-09 13.44 56 1.1e-05 1.1e-02 6.9e-04 1.00e+00 1.665673334e+02 1.665934811e+02 5.7e-09 13.74 57 1.0e-05 1.1e-02 6.2e-04 1.00e+00 1.665690908e+02 1.665926237e+02 5.1e-09 14.05 58 9.1e-06 1.0e-02 5.6e-04 1.00e+00 1.665706711e+02 1.665918508e+02 4.6e-09 14.27 59 8.2e-06 1.0e-02 5.1e-04 1.00e+00 1.665720923e+02 1.665911541e+02 4.1e-09 14.45 60 7.4e-06 1.0e-02 4.6e-04 1.00e+00 1.665733704e+02 1.665905262e+02 3.7e-09 14.66 61 6.6e-06 9.8e-03 4.1e-04 1.00e+00 1.665745200e+02 1.665899603e+02 3.4e-09 14.69 62 6.0e-06 9.6e-03 3.7e-04 1.00e+00 1.665755540e+02 1.665894504e+02 3.0e-09 14.73 63 5.4e-06 9.5e-03 3.3e-04 1.00e+00 1.665764841e+02 1.665889909e+02 2.7e-09 14.79 64 4.8e-06 9.3e-03 3.0e-04 1.00e+00 1.665773207e+02 1.665885769e+02 2.5e-09 15.09 65 4.4e-06 9.2e-03 2.7e-04 1.00e+00 1.665780733e+02 1.665882039e+02 2.2e-09 15.45 66 3.9e-06 9.1e-03 2.4e-04 1.00e+00 1.665787501e+02 1.665878678e+02 2.0e-09 15.70 67 3.5e-06 9.0e-03 2.2e-04 1.00e+00 1.665793589e+02 1.665875649e+02 1.8e-09 16.08 68 3.2e-06 8.9e-03 2.0e-04 1.00e+00 1.665799065e+02 1.665872920e+02 1.6e-09 16.20 69 2.9e-06 8.8e-03 1.8e-04 1.00e+00 1.665803990e+02 1.665870460e+02 1.4e-09 16.48 70 2.6e-06 8.7e-03 1.6e-04 1.00e+00 1.665808420e+02 1.665868243e+02 1.3e-09 16.81 71 2.3e-06 8.7e-03 1.4e-04 1.00e+00 1.665812405e+02 1.665866247e+02 1.2e-09 16.92 72 2.1e-06 8.6e-03 1.3e-04 1.00e+00 1.665815989e+02 1.665864447e+02 1.1e-09 16.95 73 1.9e-06 8.5e-03 1.2e-04 1.00e+00 1.665819214e+02 1.665862827e+02 9.5e-10 16.98 74 1.7e-06 8.5e-03 1.0e-04 1.00e+00 1.665822115e+02 1.665861367e+02 8.6e-10 17.01 75 1.5e-06 8.4e-03 9.4e-05 1.00e+00 1.665824725e+02 1.665860052e+02 7.7e-10 17.05 76 1.4e-06 8.4e-03 8.4e-05 1.00e+00 1.665827073e+02 1.665858868e+02 6.9e-10 17.46 77 1.2e-06 8.3e-03 7.6e-05 1.00e+00 1.665829185e+02 1.665857801e+02 6.2e-10 17.61 78 1.1e-06 8.3e-03 6.8e-05 1.00e+00 1.665831085e+02 1.665856841e+02 5.6e-10 17.82 79 1.0e-06 8.2e-03 6.2e-05 1.00e+00 1.665832795e+02 1.665855974e+02 5.0e-10 17.98 80 9.0e-07 8.2e-03 5.5e-05 1.00e+00 1.665834333e+02 1.665855194e+02 4.5e-10 18.50 81 8.1e-07 8.2e-03 5.0e-05 1.00e+00 1.665835716e+02 1.665854492e+02 4.1e-10 18.98 82 7.3e-07 8.2e-03 4.5e-05 1.00e+00 1.665836960e+02 1.665853859e+02 3.7e-10 19.21 83 6.5e-07 8.1e-03 4.0e-05 1.00e+00 1.665838080e+02 1.665853288e+02 3.3e-10 19.24 84 5.9e-07 8.1e-03 3.6e-05 9.99e-01 1.665839086e+02 1.665852775e+02 3.0e-10 19.31 85 5.3e-07 8.1e-03 3.3e-05 9.99e-01 1.665839991e+02 1.665852312e+02 2.7e-10 19.34 86 4.8e-07 8.1e-03 2.9e-05 1.00e+00 1.665840806e+02 1.665851894e+02 2.4e-10 19.77 87 4.3e-07 8.0e-03 2.6e-05 1.00e+00 1.665841538e+02 1.665851516e+02 2.2e-10 20.61 88 3.9e-07 8.0e-03 2.4e-05 1.00e+00 1.665842196e+02 1.665851177e+02 2.0e-10 21.31 89 3.5e-07 8.0e-03 2.1e-05 1.00e+00 1.665842789e+02 1.665850871e+02 1.8e-10 21.47 90 3.1e-07 8.0e-03 1.9e-05 1.01e+00 1.665843322e+02 1.665850593e+02 1.6e-10 21.50 91 2.8e-07 8.0e-03 1.7e-05 9.99e-01 1.665843801e+02 1.665850345e+02 1.4e-10 21.57 92 2.5e-07 8.0e-03 1.6e-05 1.00e+00 1.665844232e+02 1.665850121e+02 1.3e-10 21.60 93 2.3e-07 8.0e-03 1.4e-05 1.00e+00 1.665844619e+02 1.665849919e+02 1.2e-10 21.95 94 2.1e-07 7.9e-03 1.3e-05 9.99e-01 1.665844967e+02 1.665849737e+02 1.0e-10 22.07 95 1.8e-07 7.9e-03 1.1e-05 9.99e-01 1.665845281e+02 1.665849574e+02 9.4e-11 22.19 96 1.7e-07 7.9e-03 1.0e-05 9.99e-01 1.665845563e+02 1.665849427e+02 8.4e-11 22.43 97 1.5e-07 7.9e-03 9.2e-06 9.99e-01 1.665845816e+02 1.665849294e+02 7.6e-11 22.56 98 1.3e-07 7.9e-03 8.3e-06 9.95e-01 1.665846044e+02 1.665849175e+02 6.8e-11 22.85 99 1.2e-07 7.9e-03 7.5e-06 1.00e+00 1.665846250e+02 1.665849067e+02 6.1e-11 22.95 100 1.1e-07 7.8e-03 6.7e-06 9.85e-01 1.665846434e+02 1.665848972e+02 5.5e-11 23.30 101 9.8e-08 7.0e-03 6.1e-06 1.00e+00 1.665846600e+02 1.665848884e+02 5.0e-11 23.64 102 8.8e-08 6.3e-03 5.5e-06 1.04e+00 1.665846774e+02 1.665848789e+02 4.6e-11 23.73 103 8.0e-08 5.7e-03 4.9e-06 1.00e+00 1.665846906e+02 1.665848720e+02 4.1e-11 23.81 104 7.2e-08 5.1e-03 4.4e-06 1.01e+00 1.665847031e+02 1.665848653e+02 3.7e-11 23.83 105 6.4e-08 4.6e-03 4.0e-06 1.03e+00 1.665847149e+02 1.665848590e+02 3.4e-11 23.88 106 5.8e-08 4.1e-03 3.6e-06 9.70e-01 1.665847243e+02 1.665848542e+02 3.0e-11 23.90 107 5.2e-08 3.7e-03 3.2e-06 9.50e-01 1.665847328e+02 1.665848499e+02 2.7e-11 24.36 108 4.7e-08 3.4e-03 2.9e-06 1.01e+00 1.665847407e+02 1.665848456e+02 2.5e-11 24.49 109 4.2e-08 3.0e-03 2.6e-06 1.01e+00 1.665847479e+02 1.665848418e+02 2.2e-11 24.97 110 3.8e-08 2.7e-03 2.3e-06 1.09e+00 1.665847566e+02 1.665848369e+02 2.1e-11 25.34 111 3.4e-08 2.4e-03 2.1e-06 1.01e+00 1.665847620e+02 1.665848340e+02 1.9e-11 25.61 112 3.1e-08 2.2e-03 1.9e-06 1.00e+00 1.665847668e+02 1.665848316e+02 1.7e-11 25.73 113 2.8e-08 2.0e-03 1.7e-06 9.56e-01 1.665847710e+02 1.665848294e+02 1.5e-11 26.03 114 2.5e-08 1.8e-03 1.5e-06 9.49e-01 1.665847748e+02 1.665848275e+02 1.4e-11 26.07 115 2.3e-08 1.6e-03 1.4e-06 8.35e-01 1.665847782e+02 1.665848260e+02 1.2e-11 26.12 116 2.2e-08 1.4e-03 1.2e-06 1.14e+00 1.665847833e+02 1.665848229e+02 1.2e-11 26.17 117 1.9e-08 1.3e-03 1.1e-06 9.41e-01 1.665847859e+02 1.665848217e+02 1.1e-11 26.19 118 1.7e-08 1.2e-03 1.0e-06 7.41e-01 1.665847881e+02 1.665848207e+02 9.7e-12 26.55 119 1.6e-08 1.1e-03 9.1e-07 8.33e-01 1.665847902e+02 1.665848198e+02 8.8e-12 26.63 120 1.4e-08 9.5e-04 8.2e-07 8.40e-01 1.665847921e+02 1.665848189e+02 7.9e-12 26.76 121 1.2e-08 8.5e-04 7.4e-07 6.88e-01 1.665847937e+02 1.665848183e+02 7.1e-12 27.00 122 1.1e-08 7.7e-04 6.6e-07 1.03e+00 1.665847955e+02 1.665848172e+02 6.5e-12 27.78 123 1.0e-08 6.9e-04 6.0e-07 8.33e-01 1.665847968e+02 1.665848165e+02 5.8e-12 28.02 124 9.3e-09 6.2e-04 5.4e-07 1.09e+00 1.665847986e+02 1.665848154e+02 5.5e-12 28.15 125 8.5e-09 5.6e-04 4.8e-07 8.92e-01 1.665847997e+02 1.665848148e+02 5.0e-12 28.25 126 1.1e-08 1.5e-05 1.3e-08 5.70e-01 1.665848106e+02 1.665848112e+02 9.3e-13 28.28 Interior-point optimizer terminated. Time: 28.28. Optimizer terminated. Time: 28.29 solsta = 1, prosta = 1 Interior-point solution summary Problem status : PRIMAL_AND_DUAL_FEASIBLE Solution status : OPTIMAL Primal. obj: 1.6658481065e+02 Viol. con: 3e-07 var: 0e+00 Dual. obj: 1.6658481117e+02 Viol. con: 0e+00 var: 1e-04 * End solution on dual form. * Transforming to primal solution. Solving took 28.4 seconds. Using solver 'mosek' Solving for 1773 variables. Number of Hessian non-zeros: 2084 * Solving exponential optimization problem on dual form. * * The following log information refers to the solution of the dual problem. * Computer Platform : MACOSX/64-X86 Cores : 4 Problem Name : Objective sense : max Type : GECO (general convex optimization problem) Constraints : 1774 Cones : 0 Scalar variables : 6156 Matrix variables : 0 Integer variables : 0 Optimizer started. Interior-point optimizer started. Presolve started. Linear dependency checker started. Linear dependency checker terminated. Eliminator started. Total number of eliminations : 932 Eliminator terminated. Eliminator started. Total number of eliminations : 943 Eliminator terminated. Eliminator - tries : 2 time : 0.00 Eliminator - elim's : 943 Lin. dep. - tries : 1 time : 0.00 Lin. dep. - number : 0 Presolve terminated. Time: 0.02 Matrix reordering started. Local matrix reordering started. Local matrix reordering terminated. Matrix reordering terminated. Optimizer - threads : 4 Optimizer - solved problem : the primal Optimizer - Constraints : 782 Optimizer - Cones : 0 Optimizer - Scalar variables : 3474 conic : 0 Optimizer - Semi-definite variables: 0 scalarized : 0 Factor - setup time : 0.10 dense det. time : 0.00 Factor - ML order time : 0.00 GP order time : 0.06 Factor - nonzeros before factor : 1.66e+04 after factor : 1.52e+05 Factor - dense dim. : 0 flops : 0.00e+00 Factor - GP saved nzs : 0 GP saved flops : 0.00e+00 ITE PFEAS DFEAS GFEAS PRSTATUS POBJ DOBJ MU TIME 0 2.3e+03 3.0e+03 1.3e+05 0.00e+00 -1.287834861e+05 2.000000000e+00 1.0e+00 0.12 1 1.1e+03 1.4e+03 6.2e+04 -9.71e-01 -1.266310173e+05 3.578405547e+00 4.8e-01 0.70 2 4.3e+02 5.5e+02 2.4e+04 -9.37e-01 -1.204894303e+05 1.005332674e+01 1.9e-01 1.14 3 2.9e+02 3.7e+02 1.6e+04 -8.41e-01 -1.158061220e+05 6.277625760e+01 1.3e-01 1.23 4 2.9e+02 3.7e+02 1.6e+04 -7.61e-01 -1.131293863e+05 2.331379418e+03 1.3e-01 1.37 5 7.8e+01 9.8e+01 4.3e+03 -7.54e-01 -7.561181951e+04 9.691667827e+03 3.4e-02 1.87 6 3.3e+01 4.1e+01 1.8e+03 -2.08e-01 -4.263764314e+04 1.054233304e+04 1.4e-02 1.98 7 1.9e+01 2.4e+01 1.1e+03 3.57e-01 -2.826131215e+04 6.976547650e+03 8.4e-03 2.22 8 1.2e+01 1.5e+01 6.4e+02 6.13e-01 -1.814514471e+04 4.469197796e+03 5.0e-03 2.30 9 4.4e+00 5.5e+00 2.4e+02 7.75e-01 -7.052250461e+03 2.078737979e+03 1.9e-03 2.33 10 2.0e+00 2.5e+00 1.1e+02 9.35e-01 -2.989281653e+03 1.285550229e+03 8.8e-04 2.37 11 1.2e+00 1.5e+00 6.4e+01 9.85e-01 -1.684453775e+03 8.038635145e+02 5.1e-04 2.41 12 6.7e-01 8.4e-01 3.7e+01 9.83e-01 -9.367413076e+02 5.310317456e+02 3.0e-04 2.46 13 5.7e-01 7.2e-01 3.2e+01 9.83e-01 -7.612812558e+02 4.894757879e+02 2.6e-04 3.51 14 1.9e-01 3.2e-01 1.1e+01 9.85e-01 -1.622356469e+02 2.562858326e+02 8.6e-05 3.64 15 9.1e-02 7.0e-01 5.2e+00 1.01e+00 9.551799961e-01 2.042144999e+02 4.2e-05 3.99 16 9.0e-02 7.0e-01 5.2e+00 1.03e+00 2.723230048e+00 2.046120991e+02 4.2e-05 4.17 17 8.3e-02 6.5e-01 4.8e+00 1.02e+00 1.899469004e+01 2.052465659e+02 3.9e-05 4.27 18 5.7e-02 4.4e-01 3.3e+00 1.02e+00 6.696710417e+01 1.929222757e+02 2.6e-05 4.53 19 2.5e-02 2.1e-01 1.5e+00 1.02e+00 1.232248606e+02 1.790403579e+02 1.2e-05 4.59 20 7.1e-03 2.0e-01 4.1e-01 1.01e+00 1.550912220e+02 1.708459692e+02 3.3e-06 4.62 21 2.6e-03 2.3e-01 1.5e-01 1.01e+00 1.621337955e+02 1.679267045e+02 1.2e-06 4.69 22 1.2e-03 1.3e-01 7.4e-02 1.00e+00 1.644678674e+02 1.672609723e+02 6.0e-07 5.05 23 4.0e-04 1.1e-01 2.5e-02 1.01e+00 1.658459273e+02 1.667780158e+02 2.1e-07 5.27 24 1.8e-04 9.2e-02 1.1e-02 1.01e+00 1.662148273e+02 1.666378551e+02 9.4e-08 5.55 25 1.6e-04 8.4e-02 1.0e-02 1.01e+00 1.662478274e+02 1.666284096e+02 8.5e-08 5.75 26 1.5e-04 7.7e-02 9.1e-03 1.01e+00 1.662749189e+02 1.666173011e+02 7.6e-08 5.88 27 1.3e-04 7.0e-02 8.2e-03 1.01e+00 1.662994009e+02 1.666074478e+02 6.9e-08 6.13 28 1.2e-04 6.4e-02 7.4e-03 1.01e+00 1.663213196e+02 1.665984808e+02 6.2e-08 6.32 29 1.1e-04 5.8e-02 6.7e-03 1.01e+00 1.663409903e+02 1.665903687e+02 5.6e-08 6.86 30 9.5e-05 5.3e-02 6.0e-03 1.01e+00 1.663586369e+02 1.665830228e+02 5.0e-08 6.95 31 8.6e-05 4.8e-02 5.4e-03 1.01e+00 1.663744703e+02 1.665763728e+02 4.5e-08 7.02 32 7.7e-05 4.4e-02 4.9e-03 1.01e+00 1.663886776e+02 1.665703533e+02 4.1e-08 7.45 33 7.0e-05 4.1e-02 4.4e-03 1.01e+00 1.664014273e+02 1.665649056e+02 3.7e-08 7.66 34 6.3e-05 3.7e-02 3.9e-03 1.01e+00 1.664128699e+02 1.665599762e+02 3.3e-08 7.83 35 5.6e-05 3.4e-02 3.5e-03 1.00e+00 1.664231406e+02 1.665555167e+02 3.0e-08 8.04 36 5.1e-05 3.2e-02 3.2e-03 1.00e+00 1.664323605e+02 1.665514832e+02 2.7e-08 8.44 37 4.6e-05 2.9e-02 2.9e-03 1.00e+00 1.664406378e+02 1.665478355e+02 2.4e-08 8.94 38 4.1e-05 2.7e-02 2.6e-03 1.00e+00 1.664480698e+02 1.665445375e+02 2.2e-08 9.13 39 3.7e-05 2.5e-02 2.3e-03 1.00e+00 1.664547435e+02 1.665415562e+02 1.9e-08 9.18 40 3.3e-05 2.4e-02 2.1e-03 1.00e+00 1.664607368e+02 1.665388617e+02 1.8e-08 9.25 41 3.0e-05 2.2e-02 1.9e-03 1.00e+00 1.664661196e+02 1.665364269e+02 1.6e-08 9.52 42 2.7e-05 2.1e-02 1.7e-03 1.00e+00 1.664709547e+02 1.665342271e+02 1.4e-08 9.99 43 2.4e-05 1.9e-02 1.5e-03 1.00e+00 1.664752981e+02 1.665322400e+02 1.3e-08 10.22 44 2.2e-05 1.8e-02 1.4e-03 1.00e+00 1.664792004e+02 1.665304455e+02 1.1e-08 10.97 45 2.0e-05 1.7e-02 1.2e-03 1.00e+00 1.664827065e+02 1.665288252e+02 1.0e-08 11.47 46 1.8e-05 1.6e-02 1.1e-03 1.00e+00 1.664858573e+02 1.665273625e+02 9.3e-09 11.54 47 1.6e-05 1.5e-02 1.0e-03 1.00e+00 1.664886888e+02 1.665260423e+02 8.4e-09 12.23 48 1.4e-05 1.5e-02 9.0e-04 1.00e+00 1.664912339e+02 1.665248511e+02 7.5e-09 12.51 49 1.3e-05 1.4e-02 8.1e-04 1.00e+00 1.664935217e+02 1.665237765e+02 6.8e-09 12.99 50 1.2e-05 1.3e-02 7.3e-04 1.00e+00 1.664955784e+02 1.665228072e+02 6.1e-09 13.11 51 1.0e-05 1.3e-02 6.6e-04 1.00e+00 1.664974276e+02 1.665219332e+02 5.5e-09 13.23 52 9.4e-06 1.2e-02 5.9e-04 1.00e+00 1.664990904e+02 1.665211452e+02 5.0e-09 13.37 53 8.5e-06 1.2e-02 5.3e-04 1.00e+00 1.665005857e+02 1.665204348e+02 4.5e-09 13.60 54 7.6e-06 1.2e-02 4.8e-04 1.00e+00 1.665019304e+02 1.665197946e+02 4.0e-09 13.63 55 6.8e-06 1.1e-02 4.3e-04 1.00e+00 1.665031399e+02 1.665192176e+02 3.6e-09 13.66 56 6.2e-06 1.1e-02 3.9e-04 1.00e+00 1.665042277e+02 1.665186976e+02 3.2e-09 13.72 57 5.5e-06 1.1e-02 3.5e-04 1.00e+00 1.665052062e+02 1.665182291e+02 2.9e-09 13.75 58 5.0e-06 1.0e-02 3.1e-04 1.00e+00 1.665060863e+02 1.665178069e+02 2.6e-09 14.11 59 4.5e-06 1.0e-02 2.8e-04 1.00e+00 1.665068779e+02 1.665174266e+02 2.4e-09 14.29 60 4.0e-06 9.9e-03 2.5e-04 1.00e+00 1.665075900e+02 1.665170839e+02 2.1e-09 15.01 61 3.6e-06 9.7e-03 2.3e-04 1.00e+00 1.665082305e+02 1.665167750e+02 1.9e-09 15.13 62 3.3e-06 9.5e-03 2.1e-04 1.00e+00 1.665088066e+02 1.665164967e+02 1.7e-09 15.20 63 2.9e-06 9.4e-03 1.9e-04 1.00e+00 1.665093248e+02 1.665162459e+02 1.6e-09 15.41 64 2.7e-06 9.2e-03 1.7e-04 1.00e+00 1.665097909e+02 1.665160199e+02 1.4e-09 15.55 65 2.4e-06 9.1e-03 1.5e-04 1.00e+00 1.665102102e+02 1.665158163e+02 1.3e-09 15.68 66 2.1e-06 9.0e-03 1.4e-04 1.00e+00 1.665105874e+02 1.665156329e+02 1.1e-09 15.90 67 1.9e-06 8.9e-03 1.2e-04 1.00e+00 1.665109268e+02 1.665154678e+02 1.0e-09 15.93 68 1.7e-06 8.8e-03 1.1e-04 1.00e+00 1.665112322e+02 1.665153191e+02 9.2e-10 15.98 69 1.6e-06 8.7e-03 9.9e-05 1.00e+00 1.665115069e+02 1.665151851e+02 8.3e-10 16.04 70 1.4e-06 8.7e-03 8.9e-05 1.00e+00 1.665117541e+02 1.665150645e+02 7.4e-10 16.43 71 1.3e-06 8.6e-03 8.0e-05 9.99e-01 1.665119765e+02 1.665149560e+02 6.7e-10 16.55 72 1.1e-06 8.5e-03 7.2e-05 1.00e+00 1.665121766e+02 1.665148582e+02 6.0e-10 16.80 73 1.0e-06 8.5e-03 6.5e-05 1.00e+00 1.665123567e+02 1.665147700e+02 5.4e-10 16.93 74 9.2e-07 8.4e-03 5.8e-05 1.00e+00 1.665125187e+02 1.665146907e+02 4.9e-10 17.07 75 8.3e-07 8.4e-03 5.2e-05 1.00e+00 1.665126644e+02 1.665146193e+02 4.4e-10 17.56 76 7.5e-07 8.3e-03 4.7e-05 1.00e+00 1.665127956e+02 1.665145550e+02 4.0e-10 17.71 77 6.7e-07 8.3e-03 4.2e-05 1.00e+00 1.665129135e+02 1.665144970e+02 3.6e-10 17.83 78 6.1e-07 8.2e-03 3.8e-05 1.00e+00 1.665130196e+02 1.665144448e+02 3.2e-10 18.15 79 5.5e-07 8.2e-03 3.4e-05 1.00e+00 1.665131151e+02 1.665143977e+02 2.9e-10 18.18 80 4.9e-07 8.2e-03 3.1e-05 1.00e+00 1.665132009e+02 1.665143553e+02 2.6e-10 18.21 81 4.4e-07 8.1e-03 2.8e-05 1.00e+00 1.665132781e+02 1.665143171e+02 2.3e-10 18.28 82 4.0e-07 8.1e-03 2.5e-05 9.99e-01 1.665133476e+02 1.665142827e+02 2.1e-10 18.30 83 3.6e-07 8.1e-03 2.3e-05 1.00e+00 1.665134100e+02 1.665142517e+02 1.9e-10 18.84 84 3.2e-07 8.0e-03 2.0e-05 9.99e-01 1.665134662e+02 1.665142237e+02 1.7e-10 19.09 85 2.9e-07 8.0e-03 1.8e-05 9.96e-01 1.665135167e+02 1.665141986e+02 1.5e-10 19.37 86 2.6e-07 8.0e-03 1.6e-05 1.00e+00 1.665135622e+02 1.665141759e+02 1.4e-10 19.73 87 2.4e-07 8.0e-03 1.5e-05 1.00e+00 1.665136031e+02 1.665141554e+02 1.2e-10 20.07 88 2.1e-07 8.0e-03 1.3e-05 1.00e+00 1.665136399e+02 1.665141370e+02 1.1e-10 20.44 89 1.9e-07 7.9e-03 1.2e-05 9.99e-01 1.665136730e+02 1.665141204e+02 1.0e-10 20.48 90 1.7e-07 7.9e-03 1.1e-05 1.01e+00 1.665137028e+02 1.665141053e+02 9.1e-11 20.53 91 1.5e-07 7.9e-03 9.7e-06 1.01e+00 1.665137297e+02 1.665140918e+02 8.1e-11 20.98 92 1.4e-07 7.1e-03 8.7e-06 1.01e+00 1.665137541e+02 1.665140794e+02 7.3e-11 21.37 93 1.2e-07 6.4e-03 7.9e-06 9.77e-01 1.665137757e+02 1.665140687e+02 6.6e-11 21.51 94 1.1e-07 5.8e-03 7.1e-06 9.91e-01 1.665137952e+02 1.665140590e+02 5.9e-11 21.66 95 1.0e-07 5.2e-03 6.4e-06 9.90e-01 1.665138127e+02 1.665140503e+02 5.4e-11 21.79 96 9.1e-08 4.7e-03 5.7e-06 9.90e-01 1.665138285e+02 1.665140424e+02 4.8e-11 22.24 97 8.2e-08 4.2e-03 5.2e-06 1.04e+00 1.665138447e+02 1.665140339e+02 4.4e-11 22.36 98 7.4e-08 3.8e-03 4.6e-06 9.46e-01 1.665138572e+02 1.665140277e+02 4.0e-11 22.41 99 6.6e-08 3.4e-03 4.2e-06 1.01e+00 1.665138686e+02 1.665140219e+02 3.6e-11 22.67 100 6.0e-08 3.1e-03 3.8e-06 9.96e-01 1.665138788e+02 1.665140168e+02 3.2e-11 22.73 101 5.4e-08 2.8e-03 3.4e-06 9.76e-01 1.665138879e+02 1.665140123e+02 2.9e-11 22.78 102 4.9e-08 2.5e-03 3.0e-06 9.61e-01 1.665138961e+02 1.665140082e+02 2.6e-11 22.84 103 4.4e-08 2.2e-03 2.7e-06 9.76e-01 1.665139035e+02 1.665140046e+02 2.3e-11 23.39 104 3.9e-08 2.0e-03 2.5e-06 9.55e-01 1.665139102e+02 1.665140013e+02 2.1e-11 23.53 105 3.5e-08 1.8e-03 2.2e-06 9.62e-01 1.665139162e+02 1.665139983e+02 1.9e-11 23.65 106 3.2e-08 1.6e-03 2.0e-06 1.09e+00 1.665139239e+02 1.665139939e+02 1.8e-11 24.43 107 2.9e-08 1.5e-03 1.8e-06 1.11e+00 1.665139307e+02 1.665139901e+02 1.7e-11 24.55 108 2.6e-08 1.3e-03 1.6e-06 8.29e-01 1.665139347e+02 1.665139881e+02 1.5e-11 24.70 109 2.4e-08 1.2e-03 1.5e-06 8.97e-01 1.665139382e+02 1.665139866e+02 1.4e-11 24.81 110 2.1e-08 1.1e-03 1.3e-06 7.17e-01 1.665139414e+02 1.665139850e+02 1.2e-11 24.97 111 2.3e-08 9.6e-04 1.2e-06 9.39e-01 1.665139442e+02 1.665139837e+02 1.1e-11 25.00 112 2.2e-08 8.7e-04 1.1e-06 1.04e+00 1.665139473e+02 1.665139821e+02 1.0e-11 25.04 113 1.9e-08 7.8e-04 9.6e-07 1.93e+00 1.665139493e+02 1.665139822e+02 9.2e-12 25.10 114 1.7e-08 7.0e-04 8.6e-07 1.28e+00 1.665139515e+02 1.665139807e+02 8.3e-12 25.81 115 2.0e-08 6.7e-04 8.2e-07 1.20e+00 1.665139532e+02 1.665139793e+02 8.2e-12 26.78 116 1.8e-08 6.0e-04 7.4e-07 2.97e+00 1.665139548e+02 1.665139787e+02 7.4e-12 26.97 117 2.0e-08 5.6e-04 6.9e-07 1.16e+00 1.665139567e+02 1.665139774e+02 7.3e-12 27.10 118 1.9e-08 5.1e-04 6.2e-07 9.80e-01 1.665139581e+02 1.665139767e+02 6.6e-12 27.24 119 1.7e-08 4.6e-04 5.6e-07 6.47e-01 1.665139593e+02 1.665139760e+02 5.9e-12 27.28 120 1.4e-08 4.1e-04 5.0e-07 1.26e+00 1.665139604e+02 1.665139754e+02 5.3e-12 27.33 121 1.5e-08 3.7e-04 4.5e-07 4.84e-01 1.665139613e+02 1.665139752e+02 4.8e-12 27.36 122 2.7e-08 3.4e-04 5.0e-07 1.00e+00 1.665139595e+02 1.665139748e+02 4.4e-12 27.39 123 2.5e-08 3.0e-04 5.1e-07 1.00e+00 1.665139587e+02 1.665139744e+02 3.9e-12 27.73 124 2.4e-08 2.7e-04 4.6e-07 6.05e-01 1.665139599e+02 1.665139738e+02 3.5e-12 27.86 125 2.9e-08 2.5e-04 4.1e-07 8.86e-01 1.665139610e+02 1.665139734e+02 3.2e-12 28.24 126 2.5e-08 2.2e-04 3.9e-07 1.00e+00 1.665139613e+02 1.665139731e+02 2.8e-12 28.48 127 2.1e-08 2.0e-04 3.5e-07 2.50e-01 1.665139624e+02 1.665139727e+02 2.6e-12 28.61 128 1.8e-08 1.8e-04 3.2e-07 5.24e-01 1.665139628e+02 1.665139728e+02 2.3e-12 29.00 129 1.7e-08 1.6e-04 2.9e-07 8.97e-01 1.665139636e+02 1.665139725e+02 2.1e-12 29.13 130 1.6e-08 1.5e-04 2.6e-07 7.37e-01 1.665139643e+02 1.665139723e+02 1.9e-12 29.35 131 1.5e-08 1.3e-04 2.4e-07 7.36e-01 1.665139648e+02 1.665139721e+02 1.7e-12 29.52 132 1.3e-08 1.2e-04 2.1e-07 2.34e+00 1.665139654e+02 1.665139719e+02 1.5e-12 29.56 133 1.2e-08 1.1e-04 1.9e-07 2.33e+00 1.665139661e+02 1.665139715e+02 1.4e-12 29.62 134 1.2e-08 9.8e-05 1.7e-07 3.85e-01 1.665139664e+02 1.665139715e+02 1.2e-12 29.66 135 1.2e-08 8.8e-05 1.6e-07 4.84e-01 1.665139667e+02 1.665139715e+02 1.1e-12 30.17 136 1.1e-08 7.9e-05 1.4e-07 3.29e-01 1.665139670e+02 1.665139714e+02 1.0e-12 30.28 137 1.0e-08 7.1e-05 1.3e-07 2.96e-01 1.665139673e+02 1.665139714e+02 9.1e-13 30.49 Interior-point optimizer terminated. Time: 30.50. Optimizer terminated. Time: 30.51 solsta = 1, prosta = 1 Interior-point solution summary Problem status : PRIMAL_AND_DUAL_FEASIBLE Solution status : OPTIMAL Primal. obj: 1.6651396731e+02 Viol. con: 2e-07 var: 0e+00 Dual. obj: 1.6651397140e+02 Viol. con: 0e+00 var: 4e-04 * End solution on dual form. * Transforming to primal solution. Solving took 30.5 seconds. Using solver 'mosek' Solving for 1773 variables. Number of Hessian non-zeros: 2084 * Solving exponential optimization problem on dual form. * * The following log information refers to the solution of the dual problem. * Computer Platform : MACOSX/64-X86 Cores : 4 Problem Name : Objective sense : max Type : GECO (general convex optimization problem) Constraints : 1774 Cones : 0 Scalar variables : 6156 Matrix variables : 0 Integer variables : 0 Optimizer started. Interior-point optimizer started. Presolve started. Linear dependency checker started. Linear dependency checker terminated. Eliminator started. Total number of eliminations : 932 Eliminator terminated. Eliminator started. Total number of eliminations : 943 Eliminator terminated. Eliminator - tries : 2 time : 0.00 Eliminator - elim's : 943 Lin. dep. - tries : 1 time : 0.00 Lin. dep. - number : 0 Presolve terminated. Time: 0.02 Matrix reordering started. Local matrix reordering started. Local matrix reordering terminated. Matrix reordering terminated. Optimizer - threads : 4 Optimizer - solved problem : the primal Optimizer - Constraints : 782 Optimizer - Cones : 0 Optimizer - Scalar variables : 3473 conic : 0 Optimizer - Semi-definite variables: 0 scalarized : 0 Factor - setup time : 0.02 dense det. time : 0.00 Factor - ML order time : 0.00 GP order time : 0.02 Factor - nonzeros before factor : 1.66e+04 after factor : 1.52e+05 Factor - dense dim. : 0 flops : 0.00e+00 Factor - GP saved nzs : 0 GP saved flops : 0.00e+00 ITE PFEAS DFEAS GFEAS PRSTATUS POBJ DOBJ MU TIME 0 2.3e+03 3.0e+03 1.3e+05 0.00e+00 -1.287130079e+05 2.000000000e+00 1.0e+00 0.04 1 1.1e+03 1.4e+03 6.1e+04 -9.71e-01 -1.265592390e+05 3.576773072e+00 4.8e-01 0.70 2 4.3e+02 5.5e+02 2.4e+04 -9.37e-01 -1.203766384e+05 1.008775514e+01 1.9e-01 0.81 3 2.9e+02 3.7e+02 1.6e+04 -8.40e-01 -1.156952940e+05 6.340921144e+01 1.3e-01 1.20 4 2.9e+02 3.6e+02 1.6e+04 -7.60e-01 -1.130304919e+05 2.320930985e+03 1.2e-01 1.55 5 7.7e+01 9.7e+01 4.2e+03 -7.53e-01 -7.523361935e+04 9.731916297e+03 3.3e-02 1.58 6 3.1e+01 3.9e+01 1.7e+03 -2.03e-01 -4.065171085e+04 1.050839166e+04 1.3e-02 1.62 7 1.8e+01 2.3e+01 1.0e+03 3.92e-01 -2.715603267e+04 6.811556242e+03 8.0e-03 1.64 8 1.0e+01 1.3e+01 5.6e+02 6.31e-01 -1.604753897e+04 4.012041517e+03 4.4e-03 2.08 9 3.9e+00 4.9e+00 2.2e+02 8.07e-01 -6.271990303e+03 1.923692841e+03 1.7e-03 2.45 10 2.5e+00 3.1e+00 1.4e+02 9.43e-01 -3.771072042e+03 1.480147565e+03 1.1e-03 3.18 11 9.8e-01 1.2e+00 5.4e+01 9.75e-01 -1.413816386e+03 6.938107256e+02 4.3e-04 3.55 12 8.5e-01 1.1e+00 4.7e+01 9.77e-01 -1.227100622e+03 6.184963656e+02 3.8e-04 3.72 13 5.1e-01 6.5e-01 2.8e+01 9.77e-01 -6.772825996e+02 4.372697679e+02 2.3e-04 3.82 14 3.0e-01 3.9e-01 1.7e+01 1.00e+00 -3.194324830e+02 3.325329524e+02 1.3e-04 3.85 15 1.0e-01 1.6e-01 5.8e+00 1.00e+00 -1.520365270e+01 2.101905932e+02 4.7e-05 3.90 16 8.2e-02 1.3e-01 4.7e+00 1.02e+00 2.312755319e+01 2.055062480e+02 3.8e-05 3.93 17 6.0e-02 9.5e-02 3.4e+00 1.02e+00 6.343596626e+01 1.953472032e+02 2.8e-05 3.97 18 1.9e-02 8.1e-02 1.1e+00 1.02e+00 1.346528347e+02 1.763040055e+02 8.8e-06 4.96 19 6.1e-03 1.7e-01 3.6e-01 1.01e+00 1.565609444e+02 1.701251357e+02 2.9e-06 5.15 20 2.8e-03 2.2e-01 1.6e-01 1.01e+00 1.617627567e+02 1.679757232e+02 1.3e-06 5.51 21 1.5e-03 1.3e-01 8.9e-02 1.01e+00 1.639604238e+02 1.673342728e+02 7.2e-07 5.88 22 4.3e-04 1.4e-01 2.6e-02 1.01e+00 1.657673036e+02 1.667594886e+02 2.1e-07 6.12 23 2.2e-04 1.1e-01 1.4e-02 9.99e-01 1.661023170e+02 1.666247383e+02 1.1e-07 6.15 24 1.6e-04 8.1e-02 1.0e-02 9.84e-01 1.662070977e+02 1.665839204e+02 8.3e-08 6.17 25 1.3e-04 6.5e-02 8.3e-03 9.94e-01 1.662549585e+02 1.665701986e+02 6.9e-08 6.52 26 1.2e-04 6.1e-02 7.5e-03 1.01e+00 1.662769400e+02 1.665604513e+02 6.2e-08 7.24 27 1.1e-04 5.5e-02 6.8e-03 1.01e+00 1.662968256e+02 1.665518565e+02 5.6e-08 7.64 28 9.8e-05 5.1e-02 6.1e-03 1.01e+00 1.663147710e+02 1.665442522e+02 5.1e-08 7.93 29 8.8e-05 4.6e-02 5.5e-03 1.01e+00 1.663308677e+02 1.665373633e+02 4.6e-08 8.04 30 7.9e-05 4.2e-02 4.9e-03 1.01e+00 1.663453180e+02 1.665311342e+02 4.1e-08 8.16 31 7.1e-05 3.9e-02 4.4e-03 1.00e+00 1.663582888e+02 1.665254996e+02 3.7e-08 8.28 32 6.4e-05 3.6e-02 4.0e-03 1.00e+00 1.663699330e+02 1.665204036e+02 3.3e-08 8.36 33 5.8e-05 3.3e-02 3.6e-03 1.00e+00 1.663803871e+02 1.665157955e+02 3.0e-08 8.37 34 5.2e-05 3.0e-02 3.2e-03 1.00e+00 1.663897739e+02 1.665116294e+02 2.7e-08 8.42 35 4.7e-05 2.8e-02 2.9e-03 1.00e+00 1.663982034e+02 1.665078636e+02 2.4e-08 8.47 36 4.2e-05 2.6e-02 2.6e-03 1.00e+00 1.664057738e+02 1.665044604e+02 2.2e-08 8.49 37 3.8e-05 2.4e-02 2.4e-03 1.00e+00 1.664125736e+02 1.665013854e+02 2.0e-08 8.81 38 3.4e-05 2.3e-02 2.1e-03 1.00e+00 1.664186816e+02 1.664986074e+02 1.8e-08 9.59 39 3.1e-05 2.1e-02 1.9e-03 1.00e+00 1.664241688e+02 1.664960982e+02 1.6e-08 9.83 40 2.8e-05 2.0e-02 1.7e-03 1.00e+00 1.664290986e+02 1.664938320e+02 1.4e-08 10.58 41 2.5e-05 1.9e-02 1.5e-03 1.00e+00 1.664335279e+02 1.664917856e+02 1.3e-08 10.65 42 2.2e-05 1.7e-02 1.4e-03 1.00e+00 1.664375078e+02 1.664899378e+02 1.2e-08 10.69 43 2.0e-05 1.6e-02 1.3e-03 1.00e+00 1.664410842e+02 1.664882697e+02 1.0e-08 10.73 44 1.8e-05 1.6e-02 1.1e-03 1.00e+00 1.664442982e+02 1.664867640e+02 9.4e-09 11.47 45 1.6e-05 1.5e-02 1.0e-03 1.00e+00 1.664471866e+02 1.664854049e+02 8.5e-09 12.32 46 1.5e-05 1.4e-02 9.2e-04 1.00e+00 1.664497827e+02 1.664841785e+02 7.6e-09 12.50 47 1.3e-05 1.4e-02 8.2e-04 1.00e+00 1.664521162e+02 1.664830719e+02 6.8e-09 12.88 48 1.2e-05 1.3e-02 7.4e-04 1.00e+00 1.664542138e+02 1.664820736e+02 6.2e-09 12.93 49 1.1e-05 1.2e-02 6.7e-04 1.00e+00 1.664560995e+02 1.664811730e+02 5.5e-09 12.95 50 9.6e-06 1.2e-02 6.0e-04 1.00e+00 1.664577949e+02 1.664803608e+02 5.0e-09 12.99 51 8.6e-06 1.2e-02 5.4e-04 1.00e+00 1.664593192e+02 1.664796284e+02 4.5e-09 13.02 52 7.8e-06 1.1e-02 4.9e-04 1.00e+00 1.664606898e+02 1.664789680e+02 4.0e-09 13.03 53 7.0e-06 1.1e-02 4.4e-04 1.00e+00 1.664619223e+02 1.664783726e+02 3.6e-09 13.08 54 6.3e-06 1.1e-02 3.9e-04 1.00e+00 1.664630307e+02 1.664778359e+02 3.3e-09 13.78 55 5.7e-06 1.0e-02 3.5e-04 1.00e+00 1.664640275e+02 1.664773521e+02 3.0e-09 14.03 56 5.1e-06 1.0e-02 3.2e-04 1.00e+00 1.664649240e+02 1.664769161e+02 2.7e-09 14.14 57 4.6e-06 9.9e-03 2.9e-04 1.00e+00 1.664657302e+02 1.664765232e+02 2.4e-09 14.56 58 4.1e-06 9.7e-03 2.6e-04 1.00e+00 1.664664554e+02 1.664761691e+02 2.2e-09 15.17 59 3.7e-06 9.6e-03 2.3e-04 1.00e+00 1.664671076e+02 1.664758501e+02 1.9e-09 15.26 60 3.4e-06 9.4e-03 2.1e-04 1.00e+00 1.664676943e+02 1.664755624e+02 1.7e-09 15.30 61 3.0e-06 9.3e-03 1.9e-04 1.00e+00 1.664682219e+02 1.664753032e+02 1.6e-09 16.14 62 2.7e-06 9.1e-03 1.7e-04 1.00e+00 1.664686965e+02 1.664750697e+02 1.4e-09 16.66 63 2.4e-06 9.0e-03 1.5e-04 1.00e+00 1.664691234e+02 1.664748593e+02 1.3e-09 16.80 64 2.2e-06 8.9e-03 1.4e-04 1.00e+00 1.664695075e+02 1.664746698e+02 1.1e-09 16.92 65 2.0e-06 8.8e-03 1.2e-04 1.00e+00 1.664698530e+02 1.664744992e+02 1.0e-09 17.52 66 1.8e-06 8.7e-03 1.1e-04 1.00e+00 1.664701639e+02 1.664743455e+02 9.3e-10 18.17 67 1.6e-06 8.6e-03 1.0e-04 1.00e+00 1.664704436e+02 1.664742070e+02 8.3e-10 18.89 68 1.4e-06 8.5e-03 9.0e-05 1.00e+00 1.664706953e+02 1.664740824e+02 7.5e-10 19.35 69 1.3e-06 8.5e-03 8.1e-05 1.00e+00 1.664709218e+02 1.664739701e+02 6.8e-10 20.48 70 1.2e-06 8.4e-03 7.3e-05 1.00e+00 1.664711256e+02 1.664738691e+02 6.1e-10 20.73 71 1.1e-06 8.3e-03 6.6e-05 1.00e+00 1.664713089e+02 1.664737781e+02 5.5e-10 21.56 72 9.5e-07 8.3e-03 5.9e-05 1.00e+00 1.664714739e+02 1.664736961e+02 4.9e-10 22.00 73 8.5e-07 8.2e-03 5.3e-05 1.00e+00 1.664716223e+02 1.664736224e+02 4.4e-10 22.06 74 7.7e-07 8.2e-03 4.8e-05 1.00e+00 1.664717558e+02 1.664735559e+02 4.0e-10 22.09 75 6.9e-07 8.1e-03 4.3e-05 1.00e+00 1.664718759e+02 1.664734961e+02 3.6e-10 22.51 76 6.2e-07 8.1e-03 3.9e-05 1.00e+00 1.664719840e+02 1.664734421e+02 3.2e-10 23.23 77 5.6e-07 8.0e-03 3.5e-05 1.00e+00 1.664720812e+02 1.664733935e+02 2.9e-10 23.55 78 5.0e-07 8.0e-03 3.1e-05 1.00e+00 1.664721686e+02 1.664733497e+02 2.6e-10 23.68 79 4.5e-07 8.0e-03 2.8e-05 1.00e+00 1.664722473e+02 1.664733102e+02 2.4e-10 23.77 80 4.1e-07 7.9e-03 2.5e-05 1.00e+00 1.664723181e+02 1.664732747e+02 2.1e-10 23.92 81 3.7e-07 7.9e-03 2.3e-05 1.00e+00 1.664723817e+02 1.664732427e+02 1.9e-10 24.15 82 3.3e-07 7.9e-03 2.1e-05 1.00e+00 1.664724390e+02 1.664732138e+02 1.7e-10 24.23 83 3.0e-07 7.9e-03 1.9e-05 1.00e+00 1.664724905e+02 1.664731878e+02 1.5e-10 24.26 84 2.7e-07 7.8e-03 1.7e-05 1.00e+00 1.664725368e+02 1.664731644e+02 1.4e-10 24.33 85 2.4e-07 7.8e-03 1.5e-05 1.00e+00 1.664725785e+02 1.664731433e+02 1.3e-10 24.36 86 2.2e-07 7.8e-03 1.4e-05 1.00e+00 1.664726160e+02 1.664731243e+02 1.1e-10 24.67 87 1.9e-07 7.8e-03 1.2e-05 9.99e-01 1.664726498e+02 1.664731072e+02 1.0e-10 24.90 88 1.8e-07 7.8e-03 1.1e-05 1.00e+00 1.664726801e+02 1.664730919e+02 9.1e-11 25.02 89 1.6e-07 7.7e-03 9.9e-06 1.00e+00 1.664727075e+02 1.664730780e+02 8.2e-11 25.13 90 1.4e-07 7.7e-03 8.9e-06 9.98e-01 1.664727320e+02 1.664730656e+02 7.4e-11 25.38 91 1.3e-07 7.7e-03 8.0e-06 1.00e+00 1.664727542e+02 1.664730543e+02 6.7e-11 25.67 92 1.2e-07 7.7e-03 7.2e-06 9.98e-01 1.664727741e+02 1.664730442e+02 6.0e-11 26.53 93 1.0e-07 7.7e-03 6.5e-06 9.99e-01 1.664727920e+02 1.664730351e+02 5.4e-11 26.57 94 9.3e-08 7.7e-03 5.8e-06 9.98e-01 1.664728081e+02 1.664730270e+02 4.9e-11 26.60 95 8.4e-08 7.6e-03 5.2e-06 1.00e+00 1.664728227e+02 1.664730196e+02 4.4e-11 27.07 96 7.5e-08 6.9e-03 4.7e-06 1.02e+00 1.664728365e+02 1.664730125e+02 4.0e-11 27.86 97 6.8e-08 6.2e-03 4.3e-06 1.01e+00 1.664728485e+02 1.664730063e+02 3.6e-11 28.35 98 6.1e-08 5.6e-03 3.8e-06 9.83e-01 1.664728590e+02 1.664730011e+02 3.2e-11 28.82 99 5.5e-08 5.0e-03 3.4e-06 1.01e+00 1.664728686e+02 1.664729962e+02 2.9e-11 28.90 100 5.0e-08 4.5e-03 3.1e-06 1.00e+00 1.664728770e+02 1.664729919e+02 2.6e-11 29.59 101 4.5e-08 4.1e-03 2.8e-06 1.01e+00 1.664728850e+02 1.664729878e+02 2.4e-11 30.18 102 4.0e-08 3.7e-03 2.5e-06 1.00e+00 1.664728918e+02 1.664729844e+02 2.1e-11 30.78 103 3.6e-08 3.3e-03 2.3e-06 9.98e-01 1.664728980e+02 1.664729813e+02 1.9e-11 31.03 104 3.3e-08 3.0e-03 2.0e-06 9.91e-01 1.664729035e+02 1.664729785e+02 1.7e-11 31.08 105 2.9e-08 2.7e-03 1.8e-06 1.00e+00 1.664729085e+02 1.664729760e+02 1.5e-11 31.15 106 2.6e-08 2.4e-03 1.6e-06 1.00e+00 1.664729130e+02 1.664729737e+02 1.4e-11 31.55 107 2.4e-08 2.2e-03 1.5e-06 1.04e+00 1.664729176e+02 1.664729712e+02 1.3e-11 32.04 108 2.1e-08 1.9e-03 1.3e-06 9.98e-01 1.664729212e+02 1.664729694e+02 1.1e-11 32.42 109 1.9e-08 1.7e-03 1.2e-06 1.07e+00 1.664729254e+02 1.664729671e+02 1.1e-11 32.82 110 1.7e-08 1.6e-03 1.1e-06 9.19e-01 1.664729282e+02 1.664729658e+02 9.6e-12 33.39 111 1.6e-08 1.4e-03 9.7e-07 1.00e+00 1.664729307e+02 1.664729645e+02 8.6e-12 34.42 112 1.4e-08 1.3e-03 8.8e-07 9.30e-01 1.664729329e+02 1.664729634e+02 7.8e-12 35.06 113 1.3e-08 1.1e-03 7.9e-07 1.01e+00 1.664729351e+02 1.664729623e+02 7.0e-12 35.45 114 1.2e-08 1.0e-03 7.1e-07 1.05e+00 1.664729373e+02 1.664729612e+02 6.5e-12 35.57 115 1.1e-08 9.3e-04 6.4e-07 1.02e+00 1.664729390e+02 1.664729603e+02 5.9e-12 35.61 116 9.6e-09 8.4e-04 5.7e-07 1.07e+00 1.664729408e+02 1.664729593e+02 5.5e-12 35.64 117 8.6e-09 7.5e-04 5.2e-07 1.11e+00 1.664729427e+02 1.664729583e+02 5.2e-12 35.68 118 8.0e-09 6.8e-04 4.7e-07 1.10e+00 1.664729443e+02 1.664729575e+02 4.9e-12 36.11 119 7.5e-09 6.1e-04 4.2e-07 1.04e+00 1.664729453e+02 1.664729570e+02 4.5e-12 36.36 120 7.5e-09 5.5e-04 3.8e-07 1.20e+00 1.664729469e+02 1.664729561e+02 4.5e-12 36.48 121 1.1e-08 4.0e-05 2.8e-08 7.25e-01 1.664729532e+02 1.664729540e+02 8.1e-13 36.98 Interior-point optimizer terminated. Time: 36.98. Optimizer terminated. Time: 36.99 solsta = 1, prosta = 1 Interior-point solution summary Problem status : PRIMAL_AND_DUAL_FEASIBLE Solution status : OPTIMAL Primal. obj: 1.6647295322e+02 Viol. con: 2e-07 var: 0e+00 Dual. obj: 1.6647295400e+02 Viol. con: 0e+00 var: 2e-04 * End solution on dual form. * Transforming to primal solution. Solving took 37 seconds. Using solver 'mosek' Solving for 1773 variables. Number of Hessian non-zeros: 2084 * Solving exponential optimization problem on dual form. * * The following log information refers to the solution of the dual problem. * Computer Platform : MACOSX/64-X86 Cores : 4 Problem Name : Objective sense : max Type : GECO (general convex optimization problem) Constraints : 1774 Cones : 0 Scalar variables : 6156 Matrix variables : 0 Integer variables : 0 Optimizer started. Interior-point optimizer started. Presolve started. Linear dependency checker started. Linear dependency checker terminated. Eliminator started. Total number of eliminations : 932 Eliminator terminated. Eliminator started. Total number of eliminations : 943 Eliminator terminated. Eliminator - tries : 2 time : 0.00 Eliminator - elim's : 943 Lin. dep. - tries : 1 time : 0.00 Lin. dep. - number : 0 Presolve terminated. Time: 0.02 Matrix reordering started. Local matrix reordering started. Local matrix reordering terminated. Matrix reordering terminated. Optimizer - threads : 4 Optimizer - solved problem : the primal Optimizer - Constraints : 782 Optimizer - Cones : 0 Optimizer - Scalar variables : 3473 conic : 0 Optimizer - Semi-definite variables: 0 scalarized : 0 Factor - setup time : 0.03 dense det. time : 0.00 Factor - ML order time : 0.00 GP order time : 0.02 Factor - nonzeros before factor : 1.66e+04 after factor : 1.52e+05 Factor - dense dim. : 0 flops : 0.00e+00 Factor - GP saved nzs : 0 GP saved flops : 0.00e+00 ITE PFEAS DFEAS GFEAS PRSTATUS POBJ DOBJ MU TIME 0 2.4e+03 3.0e+03 1.3e+05 0.00e+00 -1.287096106e+05 2.000000000e+00 1.0e+00 0.05 1 1.1e+03 1.4e+03 6.1e+04 -9.71e-01 -1.265552118e+05 3.575842811e+00 4.8e-01 0.73 2 4.3e+02 5.4e+02 2.4e+04 -9.37e-01 -1.203371842e+05 1.011589015e+01 1.9e-01 0.98 3 2.9e+02 3.7e+02 1.6e+04 -8.39e-01 -1.156574125e+05 6.392449364e+01 1.2e-01 2.12 4 2.9e+02 3.6e+02 1.6e+04 -7.60e-01 -1.129982550e+05 2.315658142e+03 1.2e-01 2.39 5 7.7e+01 9.6e+01 4.2e+03 -7.53e-01 -7.488607407e+04 9.781432591e+03 3.3e-02 2.73 6 3.1e+01 3.9e+01 1.7e+03 -1.98e-01 -4.073879835e+04 1.044533501e+04 1.3e-02 3.36 7 1.9e+01 2.3e+01 1.0e+03 3.90e-01 -2.725981951e+04 6.806852053e+03 8.0e-03 4.09 8 1.0e+01 1.3e+01 5.5e+02 6.29e-01 -1.593999489e+04 3.982289392e+03 4.4e-03 4.14 9 3.8e+00 4.8e+00 2.1e+02 8.08e-01 -6.167577657e+03 1.889465483e+03 1.7e-03 4.15 10 2.5e+00 3.1e+00 1.4e+02 9.44e-01 -3.762966823e+03 1.461616647e+03 1.1e-03 4.83 11 9.9e-01 1.2e+00 5.5e+01 9.74e-01 -1.434803975e+03 6.954789554e+02 4.4e-04 5.54 12 8.5e-01 1.1e+00 4.7e+01 9.76e-01 -1.233635624e+03 6.168048724e+02 3.8e-04 5.93 13 5.1e-01 6.5e-01 2.8e+01 9.75e-01 -6.719471037e+02 4.359745802e+02 2.2e-04 6.19 14 2.9e-01 3.8e-01 1.6e+01 1.00e+00 -3.070592544e+02 3.275935692e+02 1.3e-04 6.30 15 1.0e-01 1.6e-01 5.7e+00 1.00e+00 -1.374125725e+01 2.102801327e+02 4.6e-05 6.33 16 8.2e-02 1.3e-01 4.7e+00 1.02e+00 2.463042132e+01 2.062796861e+02 3.8e-05 6.37 17 5.6e-02 9.3e-02 3.2e+00 1.02e+00 7.067957208e+01 1.933156070e+02 2.6e-05 6.43 18 1.8e-02 8.5e-02 1.0e+00 1.02e+00 1.368806390e+02 1.756507791e+02 8.2e-06 6.47 19 7.5e-03 7.6e-02 4.3e-01 1.01e+00 1.537444254e+02 1.702371498e+02 3.5e-06 7.19 20 1.7e-03 1.7e-01 1.0e-01 1.01e+00 1.636010420e+02 1.675463427e+02 8.3e-07 7.44 21 1.1e-03 1.2e-01 6.7e-02 9.74e-01 1.646218818e+02 1.671472780e+02 5.4e-07 8.25 22 4.4e-04 9.9e-02 2.8e-02 9.84e-01 1.657036857e+02 1.667644503e+02 2.3e-07 8.68 23 2.0e-04 8.2e-02 1.3e-02 1.00e+00 1.661089179e+02 1.665934188e+02 1.0e-07 8.74 24 9.5e-05 7.5e-02 6.1e-03 1.01e+00 1.662869889e+02 1.665169907e+02 5.0e-08 9.23 25 8.5e-05 7.1e-02 5.5e-03 1.01e+00 1.663051257e+02 1.665122566e+02 4.5e-08 9.59 26 7.7e-05 6.4e-02 4.9e-03 1.01e+00 1.663191684e+02 1.665054820e+02 4.1e-08 9.75 27 6.9e-05 5.8e-02 4.4e-03 1.01e+00 1.663321926e+02 1.664998360e+02 3.7e-08 9.99 28 6.2e-05 5.3e-02 4.0e-03 1.01e+00 1.663438435e+02 1.664946802e+02 3.3e-08 10.51 29 5.6e-05 4.8e-02 3.6e-03 1.01e+00 1.663543062e+02 1.664900245e+02 3.0e-08 11.43 30 5.0e-05 4.4e-02 3.2e-03 1.01e+00 1.663636946e+02 1.664858119e+02 2.7e-08 12.16 31 4.5e-05 4.1e-02 2.9e-03 1.01e+00 1.663721221e+02 1.664820036e+02 2.4e-08 12.43 32 4.1e-05 3.7e-02 2.6e-03 1.01e+00 1.663796877e+02 1.664785613e+02 2.2e-08 12.59 33 3.7e-05 3.4e-02 2.4e-03 1.01e+00 1.663864806e+02 1.664754506e+02 1.9e-08 13.09 34 3.3e-05 3.2e-02 2.1e-03 1.00e+00 1.663925804e+02 1.664726400e+02 1.7e-08 13.13 35 3.0e-05 2.9e-02 1.9e-03 1.00e+00 1.663980582e+02 1.664701011e+02 1.6e-08 13.19 36 2.7e-05 2.7e-02 1.7e-03 1.00e+00 1.664029781e+02 1.664678079e+02 1.4e-08 13.23 37 2.4e-05 2.5e-02 1.5e-03 1.00e+00 1.664073974e+02 1.664657369e+02 1.3e-08 14.04 38 2.2e-05 2.4e-02 1.4e-03 1.00e+00 1.664113672e+02 1.664638670e+02 1.1e-08 14.41 39 1.9e-05 2.2e-02 1.3e-03 1.00e+00 1.664149337e+02 1.664621787e+02 1.0e-08 14.98 40 1.8e-05 2.1e-02 1.1e-03 1.00e+00 1.664181381e+02 1.664606548e+02 9.3e-09 15.37 41 1.6e-05 1.9e-02 1.0e-03 1.00e+00 1.664210174e+02 1.664592793e+02 8.4e-09 15.44 42 1.4e-05 1.8e-02 9.1e-04 1.00e+00 1.664236048e+02 1.664580379e+02 7.5e-09 15.50 43 1.3e-05 1.7e-02 8.2e-04 1.00e+00 1.664259301e+02 1.664569178e+02 6.8e-09 15.53 44 1.2e-05 1.6e-02 7.4e-04 1.00e+00 1.664280199e+02 1.664559073e+02 6.1e-09 16.05 45 1.0e-05 1.5e-02 6.7e-04 1.00e+00 1.664298984e+02 1.664549956e+02 5.5e-09 16.13 46 9.3e-06 1.5e-02 6.0e-04 1.00e+00 1.664315869e+02 1.664541734e+02 4.9e-09 16.35 47 8.4e-06 1.4e-02 5.4e-04 1.00e+00 1.664331049e+02 1.664534318e+02 4.4e-09 16.47 48 7.6e-06 1.3e-02 4.9e-04 1.00e+00 1.664344695e+02 1.664527631e+02 4.0e-09 17.12 49 6.8e-06 1.3e-02 4.4e-04 1.00e+00 1.664356965e+02 1.664521602e+02 3.6e-09 17.35 50 6.1e-06 1.2e-02 3.9e-04 1.00e+00 1.664367997e+02 1.664516166e+02 3.2e-09 17.47 51 5.5e-06 1.2e-02 3.5e-04 1.00e+00 1.664377917e+02 1.664511265e+02 2.9e-09 17.52 52 5.0e-06 1.2e-02 3.2e-04 1.00e+00 1.664386838e+02 1.664506848e+02 2.6e-09 17.63 53 4.5e-06 1.1e-02 2.9e-04 1.00e+00 1.664394860e+02 1.664502867e+02 2.4e-09 18.79 54 4.0e-06 1.1e-02 2.6e-04 1.00e+00 1.664402074e+02 1.664499279e+02 2.1e-09 19.17 55 3.6e-06 1.1e-02 2.3e-04 1.00e+00 1.664408561e+02 1.664496045e+02 1.9e-09 19.38 56 3.3e-06 1.0e-02 2.1e-04 1.00e+00 1.664414396e+02 1.664493130e+02 1.7e-09 19.89 57 2.9e-06 1.0e-02 1.9e-04 1.00e+00 1.664419643e+02 1.664490503e+02 1.6e-09 19.95 58 2.6e-06 9.9e-03 1.7e-04 1.00e+00 1.664424363e+02 1.664488136e+02 1.4e-09 19.97 59 2.4e-06 9.7e-03 1.5e-04 1.00e+00 1.664428609e+02 1.664486004e+02 1.3e-09 20.02 60 2.1e-06 9.5e-03 1.4e-04 1.00e+00 1.664432429e+02 1.664484084e+02 1.1e-09 20.07 61 1.9e-06 9.3e-03 1.2e-04 1.00e+00 1.664435865e+02 1.664482354e+02 1.0e-09 20.68 62 1.7e-06 9.2e-03 1.1e-04 1.00e+00 1.664438957e+02 1.664480797e+02 9.2e-10 21.19 63 1.6e-06 9.0e-03 1.0e-04 1.00e+00 1.664441739e+02 1.664479396e+02 8.3e-10 21.58 64 1.4e-06 8.9e-03 9.0e-05 1.00e+00 1.664444242e+02 1.664478133e+02 7.4e-10 22.16 65 1.3e-06 8.8e-03 8.1e-05 1.00e+00 1.664446495e+02 1.664476997e+02 6.7e-10 22.22 66 1.1e-06 8.7e-03 7.3e-05 1.00e+00 1.664448522e+02 1.664475974e+02 6.0e-10 22.60 67 1.0e-06 8.6e-03 6.6e-05 1.00e+00 1.664450346e+02 1.664475052e+02 5.4e-10 23.51 68 9.2e-07 8.5e-03 5.9e-05 1.00e+00 1.664451987e+02 1.664474221e+02 4.9e-10 23.85 69 8.3e-07 8.4e-03 5.3e-05 1.00e+00 1.664453463e+02 1.664473475e+02 4.4e-10 24.20 70 7.4e-07 8.4e-03 4.8e-05 1.00e+00 1.664454792e+02 1.664472802e+02 3.9e-10 24.49 71 6.7e-07 8.3e-03 4.3e-05 1.00e+00 1.664455987e+02 1.664472196e+02 3.6e-10 24.50 72 6.0e-07 8.2e-03 3.9e-05 1.00e+00 1.664457062e+02 1.664471651e+02 3.2e-10 24.60 73 5.4e-07 8.2e-03 3.5e-05 1.00e+00 1.664458030e+02 1.664471159e+02 2.9e-10 25.36 74 4.9e-07 8.1e-03 3.1e-05 1.00e+00 1.664458900e+02 1.664470716e+02 2.6e-10 25.92 75 4.4e-07 8.1e-03 2.8e-05 1.00e+00 1.664459683e+02 1.664470317e+02 2.3e-10 26.71 76 4.0e-07 8.0e-03 2.5e-05 9.99e-01 1.664460387e+02 1.664469958e+02 2.1e-10 26.74 77 3.6e-07 8.0e-03 2.3e-05 1.00e+00 1.664461021e+02 1.664469634e+02 1.9e-10 26.80 78 3.2e-07 8.0e-03 2.1e-05 1.00e+00 1.664461591e+02 1.664469342e+02 1.7e-10 27.15 79 2.9e-07 7.9e-03 1.9e-05 1.00e+00 1.664462103e+02 1.664469080e+02 1.5e-10 27.38 80 2.6e-07 7.9e-03 1.7e-05 1.00e+00 1.664462565e+02 1.664468843e+02 1.4e-10 27.65 81 2.3e-07 7.9e-03 1.5e-05 9.99e-01 1.664462980e+02 1.664468631e+02 1.2e-10 27.89 82 2.1e-07 7.8e-03 1.4e-05 1.00e+00 1.664463353e+02 1.664468439e+02 1.1e-10 28.27 83 1.9e-07 7.8e-03 1.2e-05 1.00e+00 1.664463689e+02 1.664468266e+02 1.0e-10 28.65 84 1.7e-07 7.0e-03 1.1e-05 1.01e+00 1.664463995e+02 1.664468109e+02 9.0e-11 28.96 85 1.5e-07 6.3e-03 9.8e-06 9.99e-01 1.664464267e+02 1.664467969e+02 8.1e-11 29.00 86 1.4e-07 5.7e-03 8.9e-06 1.00e+00 1.664464513e+02 1.664467842e+02 7.3e-11 29.06 87 1.2e-07 5.1e-03 8.0e-06 1.00e+00 1.664464733e+02 1.664467729e+02 6.6e-11 29.69 88 1.1e-07 4.6e-03 7.2e-06 9.99e-01 1.664464931e+02 1.664467628e+02 5.9e-11 29.93 89 1.0e-07 4.1e-03 6.5e-06 9.92e-01 1.664465109e+02 1.664467537e+02 5.3e-11 30.35 90 9.0e-08 3.7e-03 5.8e-06 9.97e-01 1.664465269e+02 1.664467455e+02 4.8e-11 30.47 91 8.1e-08 3.4e-03 5.2e-06 9.95e-01 1.664465413e+02 1.664467381e+02 4.3e-11 30.60 92 7.3e-08 3.0e-03 4.7e-06 9.86e-01 1.664465543e+02 1.664467315e+02 3.9e-11 30.70 93 6.6e-08 2.7e-03 4.2e-06 9.81e-01 1.664465660e+02 1.664467256e+02 3.5e-11 30.83 94 5.9e-08 2.4e-03 3.8e-06 9.97e-01 1.664465765e+02 1.664467201e+02 3.2e-11 31.09 95 5.3e-08 2.2e-03 3.4e-06 9.94e-01 1.664465859e+02 1.664467153e+02 2.8e-11 31.20 96 4.8e-08 2.0e-03 3.1e-06 1.00e+00 1.664465945e+02 1.664467108e+02 2.6e-11 31.27 97 4.3e-08 1.8e-03 2.8e-06 9.98e-01 1.664466022e+02 1.664467069e+02 2.3e-11 31.30 98 3.9e-08 1.6e-03 2.5e-06 1.01e+00 1.664466092e+02 1.664467032e+02 2.1e-11 31.35 99 3.5e-08 1.4e-03 2.3e-06 9.66e-01 1.664466154e+02 1.664467001e+02 1.9e-11 31.36 100 3.2e-08 1.3e-03 2.0e-06 1.00e+00 1.664466210e+02 1.664466972e+02 1.7e-11 31.96 101 2.8e-08 1.2e-03 1.8e-06 9.95e-01 1.664466260e+02 1.664466946e+02 1.5e-11 32.24 102 2.6e-08 1.1e-03 1.6e-06 9.78e-01 1.664466305e+02 1.664466923e+02 1.4e-11 32.60 103 2.3e-08 9.5e-04 1.5e-06 9.95e-01 1.664466346e+02 1.664466902e+02 1.2e-11 32.87 104 2.1e-08 8.5e-04 1.3e-06 1.04e+00 1.664466389e+02 1.664466878e+02 1.1e-11 33.09 105 1.9e-08 7.7e-04 1.2e-06 9.91e-01 1.664466422e+02 1.664466862e+02 1.0e-11 33.22 106 1.7e-08 6.9e-04 1.1e-06 9.72e-01 1.664466450e+02 1.664466847e+02 9.1e-12 33.45 107 1.5e-08 6.2e-04 9.7e-07 9.98e-01 1.664466477e+02 1.664466834e+02 8.2e-12 33.47 108 1.4e-08 5.6e-04 8.7e-07 9.93e-01 1.664466500e+02 1.664466821e+02 7.4e-12 33.51 109 1.2e-08 5.0e-04 7.9e-07 9.55e-01 1.664466521e+02 1.664466811e+02 6.7e-12 33.56 110 1.1e-08 4.5e-04 7.1e-07 1.09e+00 1.664466548e+02 1.664466796e+02 6.3e-12 33.59 111 9.9e-09 4.1e-04 6.4e-07 1.04e+00 1.664466568e+02 1.664466785e+02 5.8e-12 33.63 112 9.0e-09 3.7e-04 5.7e-07 1.07e+00 1.664466587e+02 1.664466775e+02 5.4e-12 33.87 113 8.2e-09 3.3e-04 5.2e-07 1.12e+00 1.664466606e+02 1.664466764e+02 5.1e-12 34.13 114 7.6e-09 3.0e-04 4.6e-07 1.19e+00 1.664466626e+02 1.664466752e+02 5.1e-12 34.84 115 4.6e-09 1.7e-05 2.6e-08 9.39e-01 1.664466708e+02 1.664466715e+02 4.2e-13 34.97 Interior-point optimizer terminated. Time: 34.97. Optimizer terminated. Time: 34.98 solsta = 1, prosta = 1 Interior-point solution summary Problem status : PRIMAL_AND_DUAL_FEASIBLE Solution status : OPTIMAL Primal. obj: 1.6644667076e+02 Viol. con: 9e-08 var: 0e+00 Dual. obj: 1.6644667150e+02 Viol. con: 0e+00 var: 9e-05 * End solution on dual form. * Transforming to primal solution. Solving took 35 seconds. Using solver 'mosek' Solving for 1773 variables. Number of Hessian non-zeros: 2084 * Solving exponential optimization problem on dual form. * * The following log information refers to the solution of the dual problem. * Computer Platform : MACOSX/64-X86 Cores : 4 Problem Name : Objective sense : max Type : GECO (general convex optimization problem) Constraints : 1774 Cones : 0 Scalar variables : 6156 Matrix variables : 0 Integer variables : 0 Optimizer started. Interior-point optimizer started. Presolve started. Linear dependency checker started. Linear dependency checker terminated. Eliminator started. Total number of eliminations : 932 Eliminator terminated. Eliminator started. Total number of eliminations : 943 Eliminator terminated. Eliminator - tries : 2 time : 0.00 Eliminator - elim's : 943 Lin. dep. - tries : 1 time : 0.00 Lin. dep. - number : 0 Presolve terminated. Time: 0.02 Matrix reordering started. Local matrix reordering started. Local matrix reordering terminated. Matrix reordering terminated. Optimizer - threads : 4 Optimizer - solved problem : the primal Optimizer - Constraints : 782 Optimizer - Cones : 0 Optimizer - Scalar variables : 3473 conic : 0 Optimizer - Semi-definite variables: 0 scalarized : 0 Factor - setup time : 0.03 dense det. time : 0.00 Factor - ML order time : 0.00 GP order time : 0.02 Factor - nonzeros before factor : 1.66e+04 after factor : 1.52e+05 Factor - dense dim. : 0 flops : 0.00e+00 Factor - GP saved nzs : 0 GP saved flops : 0.00e+00 ITE PFEAS DFEAS GFEAS PRSTATUS POBJ DOBJ MU TIME 0 2.4e+03 3.0e+03 1.3e+05 0.00e+00 -1.287074221e+05 2.000000000e+00 1.0e+00 0.05 1 1.1e+03 1.4e+03 6.1e+04 -9.71e-01 -1.265528962e+05 3.575058074e+00 4.8e-01 0.53 2 4.3e+02 5.4e+02 2.4e+04 -9.37e-01 -1.203067222e+05 1.013723894e+01 1.9e-01 0.56 3 2.9e+02 3.6e+02 1.6e+04 -8.39e-01 -1.156286084e+05 6.433886937e+01 1.2e-01 0.60 4 2.9e+02 3.6e+02 1.6e+04 -7.59e-01 -1.129727365e+05 2.312435704e+03 1.2e-01 0.89 5 7.6e+01 9.6e+01 4.2e+03 -7.52e-01 -7.463726016e+04 9.816131261e+03 3.3e-02 1.07 6 3.1e+01 3.9e+01 1.7e+03 -1.94e-01 -4.088967523e+04 1.039927821e+04 1.3e-02 1.25 7 1.9e+01 2.3e+01 1.0e+03 3.87e-01 -2.736781282e+04 6.807483121e+03 8.1e-03 1.44 8 1.0e+01 1.3e+01 5.5e+02 6.27e-01 -1.588713404e+04 3.965965258e+03 4.3e-03 1.73 9 3.8e+00 4.8e+00 2.1e+02 8.09e-01 -6.094757288e+03 1.868039312e+03 1.7e-03 1.88 10 2.5e+00 3.1e+00 1.4e+02 9.45e-01 -3.758317203e+03 1.455628611e+03 1.1e-03 1.99 11 1.0e+00 1.3e+00 5.5e+01 9.74e-01 -1.449798835e+03 6.973172390e+02 4.4e-04 2.15 12 8.5e-01 1.1e+00 4.7e+01 9.76e-01 -1.240536869e+03 6.168938352e+02 3.8e-04 2.26 13 5.1e-01 6.5e-01 2.8e+01 9.74e-01 -6.754502298e+02 4.372301866e+02 2.3e-04 2.38 14 2.9e-01 4.0e-01 1.6e+01 1.00e+00 -3.023756019e+02 3.278290488e+02 1.3e-04 2.53 15 9.9e-02 1.6e-01 5.6e+00 9.98e-01 -1.108187685e+01 2.093842540e+02 4.5e-05 2.73 16 8.2e-02 1.3e-01 4.7e+00 1.02e+00 2.586092199e+01 2.073493481e+02 3.8e-05 2.79 17 5.7e-02 9.8e-02 3.3e+00 1.02e+00 6.770761950e+01 1.942400485e+02 2.6e-05 2.81 18 1.6e-02 9.7e-02 9.4e-01 1.02e+00 1.389017172e+02 1.751506643e+02 7.6e-06 2.84 19 5.2e-03 1.7e-01 3.0e-01 1.01e+00 1.579352314e+02 1.694651007e+02 2.4e-06 2.89 20 2.5e-03 1.6e-01 1.5e-01 1.01e+00 1.622249339e+02 1.678396215e+02 1.2e-06 2.92 21 1.2e-03 1.0e-01 7.0e-02 1.01e+00 1.644619592e+02 1.671341795e+02 5.7e-07 2.96 22 4.0e-04 1.1e-01 2.5e-02 1.01e+00 1.657678494e+02 1.667060920e+02 2.0e-07 3.28 23 1.6e-04 9.4e-02 1.0e-02 1.01e+00 1.661597511e+02 1.665443238e+02 8.4e-08 3.92 24 6.2e-05 9.4e-02 3.9e-03 1.01e+00 1.663265638e+02 1.664736314e+02 3.3e-08 4.16 25 2.8e-05 8.3e-02 1.8e-03 1.01e+00 1.663823322e+02 1.664496154e+02 1.5e-08 4.28 26 2.5e-05 7.5e-02 1.6e-03 1.01e+00 1.663878407e+02 1.664484227e+02 1.4e-08 4.67 27 2.3e-05 6.9e-02 1.5e-03 1.01e+00 1.663919211e+02 1.664464266e+02 1.2e-08 4.91 28 2.1e-05 6.3e-02 1.3e-03 1.01e+00 1.663956740e+02 1.664447186e+02 1.1e-08 5.06 29 1.9e-05 5.7e-02 1.2e-03 1.01e+00 1.663990329e+02 1.664431637e+02 9.9e-09 5.09 30 1.7e-05 5.2e-02 1.1e-03 1.01e+00 1.664020524e+02 1.664417626e+02 8.9e-09 5.12 31 1.5e-05 4.8e-02 9.5e-04 1.00e+00 1.664047648e+02 1.664404979e+02 8.0e-09 5.15 32 1.4e-05 4.4e-02 8.6e-04 1.00e+00 1.664072020e+02 1.664393567e+02 7.2e-09 5.20 33 1.2e-05 4.0e-02 7.7e-04 1.00e+00 1.664093920e+02 1.664383271e+02 6.5e-09 5.69 34 1.1e-05 3.7e-02 6.9e-04 1.00e+00 1.664113601e+02 1.664373983e+02 5.8e-09 5.92 35 9.9e-06 3.4e-02 6.2e-04 1.00e+00 1.664131288e+02 1.664365605e+02 5.2e-09 6.07 36 8.9e-06 3.2e-02 5.6e-04 1.00e+00 1.664147186e+02 1.664358049e+02 4.7e-09 6.28 37 8.0e-06 2.9e-02 5.1e-04 1.00e+00 1.664161476e+02 1.664351235e+02 4.2e-09 6.43 38 7.2e-06 2.7e-02 4.6e-04 1.00e+00 1.664174322e+02 1.664345091e+02 3.8e-09 6.70 39 6.5e-06 2.5e-02 4.1e-04 1.00e+00 1.664185871e+02 1.664339550e+02 3.4e-09 6.85 40 5.8e-06 2.3e-02 3.7e-04 1.00e+00 1.664196253e+02 1.664334555e+02 3.1e-09 6.97 41 5.2e-06 2.2e-02 3.3e-04 1.00e+00 1.664205588e+02 1.664330052e+02 2.8e-09 7.20 42 4.7e-06 2.0e-02 3.0e-04 1.00e+00 1.664213981e+02 1.664325993e+02 2.5e-09 7.29 43 4.3e-06 1.9e-02 2.7e-04 1.00e+00 1.664221527e+02 1.664322333e+02 2.3e-09 7.32 44 3.8e-06 1.8e-02 2.4e-04 1.00e+00 1.664228312e+02 1.664319033e+02 2.0e-09 7.35 45 3.4e-06 1.7e-02 2.2e-04 1.00e+00 1.664234413e+02 1.664316059e+02 1.8e-09 7.39 46 3.1e-06 1.6e-02 2.0e-04 1.00e+00 1.664239899e+02 1.664313378e+02 1.6e-09 7.42 47 2.8e-06 1.5e-02 1.8e-04 1.00e+00 1.664244832e+02 1.664310961e+02 1.5e-09 7.44 48 2.5e-06 1.5e-02 1.6e-04 1.00e+00 1.664249268e+02 1.664308783e+02 1.3e-09 7.97 49 2.3e-06 1.4e-02 1.4e-04 1.00e+00 1.664253258e+02 1.664306820e+02 1.2e-09 8.49 50 2.0e-06 1.3e-02 1.3e-04 1.00e+00 1.664256848e+02 1.664305053e+02 1.1e-09 8.63 51 1.8e-06 1.3e-02 1.2e-04 1.00e+00 1.664260077e+02 1.664303460e+02 9.7e-10 9.00 52 1.6e-06 1.2e-02 1.0e-04 1.00e+00 1.664262981e+02 1.664302026e+02 8.8e-10 9.53 53 1.5e-06 1.2e-02 9.4e-05 1.00e+00 1.664265595e+02 1.664300734e+02 7.9e-10 9.61 54 1.3e-06 1.1e-02 8.4e-05 1.00e+00 1.664267945e+02 1.664299571e+02 7.1e-10 9.64 55 1.2e-06 1.1e-02 7.6e-05 1.00e+00 1.664270061e+02 1.664298523e+02 6.4e-10 9.69 56 1.1e-06 1.1e-02 6.8e-05 1.00e+00 1.664271964e+02 1.664297579e+02 5.7e-10 9.72 57 9.7e-07 1.0e-02 6.2e-05 1.00e+00 1.664273676e+02 1.664296729e+02 5.2e-10 10.14 58 8.8e-07 1.0e-02 5.5e-05 1.00e+00 1.664275216e+02 1.664295964e+02 4.7e-10 11.24 59 7.9e-07 9.9e-03 5.0e-05 1.00e+00 1.664276601e+02 1.664295275e+02 4.2e-10 11.51 60 7.1e-07 9.7e-03 4.5e-05 1.00e+00 1.664277848e+02 1.664294654e+02 3.8e-10 11.80 61 6.4e-07 9.5e-03 4.0e-05 1.00e+00 1.664278969e+02 1.664294095e+02 3.4e-10 11.84 62 5.7e-07 9.3e-03 3.6e-05 1.00e+00 1.664279978e+02 1.664293590e+02 3.1e-10 11.89 63 5.2e-07 9.1e-03 3.3e-05 9.99e-01 1.664280885e+02 1.664293137e+02 2.7e-10 11.95 64 4.7e-07 9.0e-03 2.9e-05 1.00e+00 1.664281701e+02 1.664292728e+02 2.5e-10 12.19 65 4.2e-07 8.8e-03 2.7e-05 9.99e-01 1.664282435e+02 1.664292360e+02 2.2e-10 12.36 66 3.8e-07 8.7e-03 2.4e-05 1.00e+00 1.664283096e+02 1.664292028e+02 2.0e-10 12.52 67 3.4e-07 8.6e-03 2.1e-05 1.00e+00 1.664283690e+02 1.664291728e+02 1.8e-10 12.66 68 3.1e-07 8.5e-03 1.9e-05 1.00e+00 1.664284225e+02 1.664291458e+02 1.6e-10 12.97 69 2.7e-07 8.4e-03 1.7e-05 1.00e+00 1.664284706e+02 1.664291216e+02 1.5e-10 14.14 70 2.5e-07 8.4e-03 1.6e-05 1.00e+00 1.664285138e+02 1.664290997e+02 1.3e-10 14.17 71 2.2e-07 8.3e-03 1.4e-05 9.98e-01 1.664285527e+02 1.664290801e+02 1.2e-10 14.77 72 2.0e-07 8.2e-03 1.3e-05 1.00e+00 1.664285878e+02 1.664290624e+02 1.1e-10 15.30 73 1.8e-07 8.2e-03 1.1e-05 1.00e+00 1.664286193e+02 1.664290464e+02 9.6e-11 15.64 74 1.6e-07 8.1e-03 1.0e-05 1.00e+00 1.664286477e+02 1.664290321e+02 8.6e-11 16.23 75 1.5e-07 8.0e-03 9.2e-06 9.93e-01 1.664286732e+02 1.664290193e+02 7.8e-11 16.34 76 1.3e-07 8.0e-03 8.3e-06 9.97e-01 1.664286962e+02 1.664290077e+02 7.0e-11 16.38 77 1.2e-07 7.9e-03 7.5e-06 1.00e+00 1.664287169e+02 1.664289972e+02 6.3e-11 16.41 78 1.1e-07 7.1e-03 6.7e-06 1.02e+00 1.664287371e+02 1.664289868e+02 5.7e-11 16.44 79 9.6e-08 6.4e-03 6.1e-06 1.01e+00 1.664287540e+02 1.664289782e+02 5.2e-11 16.51 80 8.6e-08 5.8e-03 5.5e-06 1.01e+00 1.664287691e+02 1.664289705e+02 4.6e-11 16.86 81 7.8e-08 5.2e-03 4.9e-06 9.85e-01 1.664287825e+02 1.664289639e+02 4.2e-11 17.21 82 7.0e-08 4.7e-03 4.4e-06 1.01e+00 1.664287948e+02 1.664289576e+02 3.8e-11 17.58 83 6.3e-08 4.2e-03 4.0e-06 9.66e-01 1.664288056e+02 1.664289523e+02 3.4e-11 17.81 84 5.7e-08 3.8e-03 3.6e-06 1.00e+00 1.664288154e+02 1.664289474e+02 3.1e-11 18.11 85 5.1e-08 3.4e-03 3.2e-06 1.02e+00 1.664288248e+02 1.664289425e+02 2.8e-11 18.46 86 4.6e-08 3.1e-03 2.9e-06 1.01e+00 1.664288329e+02 1.664289384e+02 2.5e-11 18.60 87 4.1e-08 2.8e-03 2.6e-06 9.88e-01 1.664288399e+02 1.664289349e+02 2.3e-11 18.63 88 3.7e-08 2.5e-03 2.4e-06 1.01e+00 1.664288465e+02 1.664289316e+02 2.0e-11 18.69 89 3.3e-08 2.2e-03 2.1e-06 1.01e+00 1.664288524e+02 1.664289286e+02 1.8e-11 18.72 90 3.0e-08 2.0e-03 1.9e-06 8.72e-01 1.664288574e+02 1.664289262e+02 1.7e-11 19.18 91 2.7e-08 1.8e-03 1.7e-06 1.03e+00 1.664288626e+02 1.664289235e+02 1.5e-11 19.28 92 2.5e-08 1.6e-03 1.5e-06 9.86e-01 1.664288667e+02 1.664289215e+02 1.4e-11 19.67 93 2.4e-08 1.5e-03 1.4e-06 1.22e+00 1.664288740e+02 1.664289169e+02 1.4e-11 20.13 94 2.1e-08 1.3e-03 1.2e-06 8.74e-01 1.664288770e+02 1.664289154e+02 1.2e-11 20.52 95 1.9e-08 1.2e-03 1.1e-06 1.23e+00 1.664288796e+02 1.664289141e+02 1.1e-11 20.87 96 2.1e-08 1.1e-03 1.0e-06 1.69e+00 1.664288822e+02 1.664289123e+02 9.8e-12 20.91 97 1.9e-08 9.7e-04 9.1e-07 1.02e+00 1.664288845e+02 1.664289113e+02 8.9e-12 20.96 98 1.7e-08 8.7e-04 8.2e-07 1.32e+00 1.664288863e+02 1.664289105e+02 8.0e-12 21.01 99 1.7e-08 7.8e-04 7.4e-07 8.71e-01 1.664288879e+02 1.664289100e+02 7.2e-12 21.31 100 1.6e-08 7.0e-04 6.6e-07 1.63e+00 1.664288895e+02 1.664289092e+02 6.5e-12 22.19 101 1.3e-08 6.3e-04 6.0e-07 5.35e-01 1.664288907e+02 1.664289090e+02 5.9e-12 22.41 102 1.2e-08 5.7e-04 5.4e-07 1.58e+00 1.664288921e+02 1.664289081e+02 5.3e-12 22.54 103 9.7e-09 5.1e-04 4.8e-07 6.51e-01 1.664288931e+02 1.664289079e+02 4.7e-12 22.65 104 8.9e-09 4.6e-04 4.4e-07 7.39e-01 1.664288941e+02 1.664289076e+02 4.3e-12 22.77 105 1.6e-08 4.2e-04 3.9e-07 1.19e+00 1.664288958e+02 1.664289066e+02 4.2e-12 22.96 106 1.4e-08 3.7e-04 3.5e-07 2.30e+00 1.664288965e+02 1.664289062e+02 3.8e-12 23.11 107 1.2e-08 3.4e-04 3.2e-07 5.59e-01 1.664288971e+02 1.664289061e+02 3.4e-12 23.15 108 1.1e-08 3.0e-04 2.9e-07 8.12e-01 1.664288977e+02 1.664289059e+02 3.1e-12 23.18 109 9.6e-09 2.7e-04 2.9e-07 1.00e+00 1.664288973e+02 1.664289056e+02 2.8e-12 23.21 110 9.6e-09 2.5e-04 2.6e-07 5.58e-01 1.664288979e+02 1.664289054e+02 2.5e-12 23.25 111 8.6e-09 2.2e-04 2.4e-07 5.22e-01 1.664288984e+02 1.664289053e+02 2.3e-12 24.05 112 7.7e-09 2.0e-04 2.1e-07 8.83e-01 1.664288988e+02 1.664289052e+02 2.0e-12 24.19 113 7.1e-09 1.8e-04 1.9e-07 5.09e-01 1.664288993e+02 1.664289050e+02 1.8e-12 24.49 114 1.2e-08 1.8e-04 1.9e-07 5.57e+01 1.664288995e+02 1.664289045e+02 1.8e-12 24.73 115 1.4e-08 1.6e-04 2.0e-07 1.00e+00 1.664288992e+02 1.664289044e+02 1.6e-12 24.83 116 1.2e-08 1.4e-04 1.8e-07 6.15e-01 1.664288995e+02 1.664289043e+02 1.4e-12 24.98 117 1.0e-08 1.3e-04 1.7e-07 1.00e+00 1.664288995e+02 1.664289042e+02 1.3e-12 25.39 118 1.3e-08 1.2e-04 1.6e-07 3.15e+00 1.664289001e+02 1.664289039e+02 1.1e-12 25.44 119 1.1e-08 7.5e-06 1.0e-08 2.18e-01 1.664289034e+02 1.664289038e+02 3.1e-13 25.48 Interior-point optimizer terminated. Time: 25.50. Optimizer terminated. Time: 25.51 solsta = 1, prosta = 1 Interior-point solution summary Problem status : PRIMAL_AND_DUAL_FEASIBLE Solution status : OPTIMAL Primal. obj: 1.6642890341e+02 Viol. con: 3e-07 var: 0e+00 Dual. obj: 1.6642890381e+02 Viol. con: 0e+00 var: 5e-05 * End solution on dual form. * Transforming to primal solution. Solving took 25.5 seconds. Solving took 9 GP solves and 324 seconds. Solves with these variables bounded: value near lower bound: CruiseAlt_Mission value near upper bound: \alpha_{max}_Mission/Aircraft/Engine/Thrust, A_{tri}_Mission/Aircraft/Wing/WingNoStruct, TotalTime_Mission, M_{r_{out}}_Mission/Aircraft/HorizontalTail/WingBox, d_{nacelle}_Mission/Aircraft/LandingGear, T_{t_{4.1_{max-Cruise}}}_Mission Checking for relaxed constants... GP iteration 0 has relaxed constants Cost ---- 2.048e+121 Free Variables -------------- | Mission/Aircraft/Engine/Compressor/Relax C_{p_{air} : 1.125 Cp Value for Air at 250K | Mission/Aircraft/Engine/Turbine/Relax C_{p_{t2}} : 2.471 Cp Value for Combustion Products in LP Turbine | Mission/Aircraft/Fuselage/Relax l_{nose} : 1.063 Nose length n_{pass} : [ 3.1 ] Number of passengers | Mission/Aircraft/Relax f_{L_{total/wing}} : 1.837 Total lift as a percentage of wing lift | Mission/Aircraft/Wing/WingNoStruct/Relax \tan(\Lambda) : 1.094 Tangent of quarter-chord sweep angle | Mission/FlightState/Atmosphere/Relax L_{atm} : [ 1.93 1 1 1 1 ] Temperature lapse rate T_{sl} : [ 1 1 1.17 1 1 ] Temperature at sea level | Mission/Relax R_{req} : 5.653 Required Cruise Range GP iteration 1 has relaxed constants Cost ---- 1.04e+83 Free Variables -------------- | Mission/Aircraft/Engine/Combustor/Relax C_{p_{c}} : 1.05 Cp Value for Fuel/Air Mix in Combustor | Mission/Aircraft/Engine/Turbine/Relax C_{p_{t2}} : 1.719 Cp Value for Combustion Products in LP Turbine | Mission/Aircraft/Fuselage/Relax n_{pass} : [ 1.1 ] Number of passengers | Mission/Aircraft/LandingGear/Relax h_{hold} : 1.008 Hold height | Mission/Aircraft/Relax f_{L_{total/wing}} : 1.415 Total lift as a percentage of wing lift WEIGHT DIFFERENCES Total Fuel Weight Percent Diff: [-92.79836711] Total Aircraft Weight Percent Diff: [-21.81321889] Engine Weight Percent Diff: -58.009114440679426 Fuselage Weight Percent Diff: -0.8731987073197106 Payload Weight Percent Diff: [-0.04003559] VT Weight Percent Diff: -9.53452317185008 HT Weight Percent Diff: -92.86214266610867 Wing Weight Percent Diff: 7.6934779202771075 WING DIFFERENCES Wing Span Percent Diff: -0.029993655323277815 Wing Area Percent Diff: 33.30268021579733 HORIZONTAL TAIL DIFFERENCES HT Area Percent Diff: 40.74132963432974 VERTICAL TAIL DIFFERENCES VT Span Percent Diff: -11.324106293350983 VT Area Percent Diff: -60.65507442722621 CRUISE SEGMENT 1 DRAG DIFFERENCES Overall Cd Percent Diff: [-19.05119643] L/D Percent Diff: [24.01285535] Nacelle Cd Percent Diff: [-94.54382307] HT Cd Percent Diff: [-80.41786703] dimensionless Fuselage Cd Percent Diff: [108.78752887] VT Cd Percent Diff: [-58.44439882] dimensionless Wing Cd percent Diff: [-14.66036642] Induced Drag Cd Percent Diff: [0.26579031] CRUISE SEGMENT 1 TSFC DIFFERENCES Initial Cruise TSFC Percent Diff: [-90.34218098] FUSELAGE DIFFERENCES Weight of HB material: -38.21526090545212 Weight of VB material: 87.6881222619379 Fan Propulsive Efficiency in Cruise Segment 1 --------------------- [0.70524512]