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WO_opt.log
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3307 lines (3307 loc) · 220 KB
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[4.1, 81.2, 1043.38, 20.92, 79.23, 118.34]
6
[50, 50, 1, 1, 1, 1]
Config got.
[[-1.36321595]]
Obj mean and sd ranges: 3.0198601857801505e-269 and 0.0
Constrs mean and sd ranges: [1.96862781e-270 3.55930636e-269] and [0. 0.]
For the problem WO, in step 0, we get objective [[7.48459666]] and constraints [[-0.7274969 4.18244987]].
Obj mean and sd ranges: 0.6091921884724918 and 0.09781464089304348
Constrs mean and sd ranges: [0.03971285 0.71801391] and [0.00484896 0.1073535 ]
For the problem WO, in step 1, we get objective [[-2.1765279]] and constraints [[-0.08911758 -1.26864604]].
Obj mean and sd ranges: 0.02685870035655946 and 0.0001074124207632865
Constrs mean and sd ranges: [0.0008755 0.0101458] and [5.32472804e-06 1.17887256e-04]
For the problem WO, in step 2, we get objective [[-4.84596759]] and constraints [[-0.09167375 -1.22747235]].
Obj mean and sd ranges: 1.987642429904472e-14 and 0.0
Constrs mean and sd ranges: [1.93194531e-15 1.11070980e-14] and [0. 0.]
For the problem WO, in step 3, we get objective [[2.01050988]] and constraints [[ 0.06971798 -4.37456807]].
Obj mean and sd ranges: 1.4127073819889808e-187 and 0.0
Constrs mean and sd ranges: [2.66167885e-189 3.56855003e-188] and [0. 0.]
For the problem WO, in step 4, we get objective [[-4.09507763]] and constraints [[-0.71117686 4.08063551]].
Obj mean and sd ranges: 2.6498070573903074e-06 and 2.0183854587685346e-13
Constrs mean and sd ranges: [4.60175567e-07 2.64046199e-06] and [1.00058850e-14 2.21378471e-13]
For the problem WO, in step 5, we get objective [[-7.51641992]] and constraints [[ 1.23026629 -0.56284313]].
Obj mean and sd ranges: 1.2613282267614556e-08 and 0.0
Constrs mean and sd ranges: [2.06447690e-09 9.44505408e-10] and [0. 0.]
For the problem WO, in step 6, we get objective [[0.07749229]] and constraints [[ 1.23660033 -0.50073849]].
Obj mean and sd ranges: 1.5876694168042063e-35 and 0.0
Constrs mean and sd ranges: [1.56747071e-36 3.19283555e-35] and [0. 0.]
For the problem WO, in step 7, we get objective [[2.97733021]] and constraints [[-0.71608387 4.08761024]].
Obj mean and sd ranges: 2.095726261207401e-06 and 2.3880897259687117e-13
Constrs mean and sd ranges: [5.04040304e-07 2.87724624e-06] and [1.18377530e-14 2.62012634e-13]
For the problem WO, in step 8, we get objective [[9.95039876]] and constraints [[ 1.21978809 -0.47626941]].
Obj mean and sd ranges: 2.3763537878805778e-32 and 0.0
Constrs mean and sd ranges: [4.48664047e-34 6.02295301e-33] and [0. 0.]
For the problem WO, in step 9, we get objective [[2.29736742]] and constraints [[-0.70845103 4.2040461 ]].
Obj mean and sd ranges: 0.016225967662454488 and 2.2460548398939295e-06
Constrs mean and sd ranges: [0.00265578 0.00121503] and [1.11343783e-07 2.46508961e-06]
For the problem WO, in step 10, we get objective [[-11.1970995]] and constraints [[ 1.23038848 -0.43420185]].
Obj mean and sd ranges: 1.8877329979701175e-11 and 0.0
Constrs mean and sd ranges: [1.48169222e-12 4.57438761e-11] and [0. 0.]
For the problem WO, in step 11, we get objective [[2.21016978]] and constraints [[ 0.06247259 -4.4772723 ]].
Obj mean and sd ranges: 9.04013903601187e-19 and 0.0
Constrs mean and sd ranges: [2.78771460e-19 1.65429183e-18] and [0. 0.]
For the problem WO, in step 12, we get objective [[-4.17138757]] and constraints [[-0.72077048 4.04634466]].
Obj mean and sd ranges: 2.002399263682134e-20 and 0.0
Constrs mean and sd ranges: [4.81594359e-21 2.74911657e-20] and [0. 0.]
For the problem WO, in step 13, we get objective [[7.27612888]] and constraints [[-0.72311078 4.09895744]].
Obj mean and sd ranges: 0.0006701812269612578 and 2.186373082579962e-09
Constrs mean and sd ranges: [8.21542428e-05 3.20778002e-05] and [1.08385176e-10 2.39958742e-09]
For the problem WO, in step 14, we get objective [[19.33352534]] and constraints [[0.16465581 8.08212717]].
Obj mean and sd ranges: 1.2033127112227546e-05 and 7.852718475476195e-12
Constrs mean and sd ranges: [2.89191684e-06 1.65080573e-05] and [3.89278887e-13 8.61843930e-12]
For the problem WO, in step 15, we get objective [[8.9328761]] and constraints [[ 1.21964709 -0.55557536]].
Obj mean and sd ranges: 3.176478573299386e-20 and 0.0
Constrs mean and sd ranges: [5.51639345e-21 3.16527608e-20] and [0. 0.]
For the problem WO, in step 16, we get objective [[2.63841332]] and constraints [[-0.7192191 4.20114522]].
Obj mean and sd ranges: 0.42350972510612617 and 0.004980923853976527
Constrs mean and sd ranges: [0.07317684 0.41081446] and [0.00024692 0.00546666]
For the problem WO, in step 17, we get objective [[-4.78171514]] and constraints [[ 1.23046362 -0.5623158 ]].
Obj mean and sd ranges: 2.2311474421466713e-07 and 1.6653345369377348e-15
Constrs mean and sd ranges: [6.46807613e-08 2.74729417e-07] and [7.63278329e-17 1.77635684e-15]
For the problem WO, in step 18, we get objective [[-3.94155064]] and constraints [[ 1.22108433 -0.58378211]].
Obj mean and sd ranges: 0.007582130437957399 and 1.2090512786500085e-06
Constrs mean and sd ranges: [0.00195336 0.0009173 ] and [5.99363564e-08 1.32695769e-06]
For the problem WO, in step 19, we get objective [[-2.89039332]] and constraints [[ 1.2281329 -0.56616849]].
Obj mean and sd ranges: 0.00038831678891295844 and 1.2105839973797217e-05
Constrs mean and sd ranges: [0.0061974 0.00250956] and [6.00123379e-07 1.32863988e-05]
For the problem WO, in step 20, we get objective [[-4.17774637]] and constraints [[ 1.22921069 -0.37130341]].
Obj mean and sd ranges: 0.0007612418040423727 and 1.665488735813625e-08
Constrs mean and sd ranges: [0.0001322 0.00075856] and [8.2563352e-10 1.8279068e-08]
For the problem WO, in step 21, we get objective [[-9.27796473]] and constraints [[ 1.22426163 -0.52904418]].
Obj mean and sd ranges: 0.00181922466921347 and 3.022262597962566e-07
Constrs mean and sd ranges: [0.000561 0.00332907] and [1.49822767e-08 3.31699297e-07]
For the problem WO, in step 22, we get objective [[6.99775265]] and constraints [[ 1.23208813 -0.5732275 ]].
Obj mean and sd ranges: 0.02307269268278899 and 0.0008423518449199863
Constrs mean and sd ranges: [0.00248425 0.05152375] and [4.17576753e-05 9.24497811e-04]
For the problem WO, in step 23, we get objective [[-0.55742617]] and constraints [[-0.0839696 -1.27613976]].
Obj mean and sd ranges: 0.020339660913820702 and 3.5538257479039714e-06
Constrs mean and sd ranges: [0.00337596 0.00154305] and [1.76173972e-07 3.90039405e-06]
For the problem WO, in step 24, we get objective [[-1.77362036]] and constraints [[ 1.22817459 -0.53131405]].
Obj mean and sd ranges: 7.593920204197266e-09 and 0.0
Constrs mean and sd ranges: [2.07004055e-09 1.20916885e-08] and [0. 0.]
For the problem WO, in step 25, we get objective [[0.94132217]] and constraints [[ 1.15723016 -2.85173773]].
Obj mean and sd ranges: 3.0895619336649442e-12 and 0.0
Constrs mean and sd ranges: [1.93626620e-12 3.73698658e-12] and [0. 0.]
For the problem WO, in step 26, we get objective [[-4.15783387]] and constraints [[ 0.15004651 -5.62929232]].
Obj mean and sd ranges: 0.04562270836673845 and 0.00025207052635545235
Constrs mean and sd ranges: [0.00158203 0.09926817] and [1.24959041e-05 2.76652388e-04]
For the problem WO, in step 27, we get objective [[0.76896507]] and constraints [[ 0.06110277 -4.47693609]].
Obj mean and sd ranges: 0.00010862822894624269 and 1.1151968237754772e-10
Constrs mean and sd ranges: [2.37277755e-05 6.81526359e-05] and [5.52837637e-12 1.22395205e-10]
For the problem WO, in step 28, we get objective [[0.54330561]] and constraints [[ 0.10029997 -4.87853527]].
Obj mean and sd ranges: 1.205683825361252e-06 and 1.3604672943756668e-12
Constrs mean and sd ranges: [9.92372444e-08 7.29908640e-06] and [6.74460487e-14 1.49302792e-12]
For the problem WO, in step 29, we get objective [[0.73214027]] and constraints [[ 0.07025109 -4.35490778]].
Obj mean and sd ranges: 0.045111058648435766 and 1.1542770709693784e-05
Constrs mean and sd ranges: [0.00693949 0.00802956] and [5.72210320e-07 1.26684191e-05]
For the problem WO, in step 30, we get objective [[-7.02928177]] and constraints [[-0.72077183 4.08046189]].
Obj mean and sd ranges: 4.074270893641153e-06 and 2.098321516541546e-14
Constrs mean and sd ranges: [1.82299140e-08 1.76720732e-06] and [1.03389519e-15 2.28705943e-14]
For the problem WO, in step 31, we get objective [[-2.37425928]] and constraints [[ 0.41799511 -9.57754041]].
Obj mean and sd ranges: 0.00019744043148200803 and 3.3337838045710555e-09
Constrs mean and sd ranges: [3.47659280e-05 7.96538921e-04] and [1.65265822e-10 3.65889363e-09]
For the problem WO, in step 32, we get objective [[1.89231974]] and constraints [[-0.72515102 4.07742316]].
Obj mean and sd ranges: 1.0420003870928782e-08 and 1.1102230246251565e-16
Constrs mean and sd ranges: [2.65557585e-09 8.50553874e-08] and [0. 0.]
For the problem WO, in step 33, we get objective [[3.53840118]] and constraints [[ 0.09045007 -4.85704299]].
Obj mean and sd ranges: 3.6969208255900623e-07 and 6.661338147750939e-14
Constrs mean and sd ranges: [2.74065922e-08 5.29568873e-07] and [3.3029135e-15 7.3052675e-14]
For the problem WO, in step 34, we get objective [[-0.20880311]] and constraints [[-0.08453106 -1.31804898]].
Obj mean and sd ranges: 0.0007770014317835298 and 1.1888397188908328e-07
Constrs mean and sd ranges: [0.00080319 0.00034073] and [5.89344078e-09 1.30477510e-07]
For the problem WO, in step 35, we get objective [[-0.02907297]] and constraints [[-0.71038712 4.1577456 ]].
Obj mean and sd ranges: 0.0471047286964995 and 0.0001897166553439522
Constrs mean and sd ranges: [0.00829319 0.1900105 ] and [9.40483273e-06 2.08217781e-04]
For the problem WO, in step 36, we get objective [[-3.17291458]] and constraints [[ 0.42114976 -9.59574715]].
Obj mean and sd ranges: 0.0008175627071295221 and 4.024038613437142e-08
Constrs mean and sd ranges: [9.85091463e-05 1.67820498e-03] and [1.99483854e-09 4.41646197e-08]
For the problem WO, in step 37, we get objective [[6.37795984]] and constraints [[-0.71487284 4.0224415 ]].
Obj mean and sd ranges: 0.8349575441880374 and 0.0009068720429568078
Constrs mean and sd ranges: [0.00701303 0.35304388] and [4.49564103e-05 9.95310003e-04]
For the problem WO, in step 38, we get objective [[2.38911059]] and constraints [[ 0.18098237 -6.05201289]].
Obj mean and sd ranges: 0.9438338728516599 and 0.06378706162277759
Constrs mean and sd ranges: [0.25728127 1.50285718] and [0.00316212 0.07000756]
For the problem WO, in step 39, we get objective [[2.09130318]] and constraints [[-0.72513193 4.10792976]].
Obj mean and sd ranges: 0.1970281881786669 and 0.0020997449367208265
Constrs mean and sd ranges: [0.08265369 0.03812662] and [0.00010409 0.00230451]
For the problem WO, in step 40, we get objective [[2.21685955]] and constraints [[0.39603119 6.94323464]].
Obj mean and sd ranges: 0.002473242283929169 and 1.0093436574654113e-05
Constrs mean and sd ranges: [0.00045658 0.02220822] and [5.00362410e-07 1.10777463e-05]
For the problem WO, in step 41, we get objective [[-1.86648678]] and constraints [[ 0.11085945 -4.74223301]].
Obj mean and sd ranges: 0.0054619581724314435 and 2.772605616208068e-07
Constrs mean and sd ranges: [0.000577 0.00348165] and [1.3744651e-08 3.0429895e-07]
For the problem WO, in step 42, we get objective [[-8.03361144]] and constraints [[ 0.15670167 -5.69553769]].
Obj mean and sd ranges: 1.098849019951175e-07 and 7.549516567451064e-15
Constrs mean and sd ranges: [9.20165117e-09 5.66382810e-07] and [3.67761377e-16 8.21565038e-15]
For the problem WO, in step 43, we get objective [[-1.16859041]] and constraints [[ 0.06425775 -4.47050828]].
Obj mean and sd ranges: 0.008574941200769591 and 2.861300304024539e-06
Constrs mean and sd ranges: [0.00021929 0.01177703] and [1.41843376e-07 3.14033367e-06]
For the problem WO, in step 44, we get objective [[20.81342431]] and constraints [[0.19363775 7.9464674 ]].
Obj mean and sd ranges: 1.275871655256767e-06 and 1.2312373343092986e-13
Constrs mean and sd ranges: [3.71898564e-08 2.60669216e-06] and [6.09928774e-15 1.35003120e-13]
For the problem WO, in step 45, we get objective [[1.35605954]] and constraints [[ 0.07090306 -4.41953105]].
Obj mean and sd ranges: 0.012914044273119917 and 1.1148329107646404e-06
Constrs mean and sd ranges: [0.0023031 0.00112817] and [5.52656657e-08 1.22355117e-06]
For the problem WO, in step 46, we get objective [[-7.38975368]] and constraints [[-0.0440959 -2.78660362]].
Obj mean and sd ranges: 0.2804236742931635 and 0.0008178086297027098
Constrs mean and sd ranges: [0.03115965 0.17554842] and [4.05412656e-05 8.97561146e-04]
For the problem WO, in step 47, we get objective [[11.98676252]] and constraints [[ 1.23388727 -0.61416914]].
Obj mean and sd ranges: 7.695879606234203e-05 and 1.250316516987482e-10
Constrs mean and sd ranges: [2.19535221e-05 7.10543642e-05] and [6.19819474e-12 1.37224676e-10]
For the problem WO, in step 48, we get objective [[2.06273178]] and constraints [[-0.72909252 4.12573754]].
Obj mean and sd ranges: 0.2683103683141718 and 0.003934272366333036
Constrs mean and sd ranges: [0.06495543 0.36908066] and [0.00019503 0.00431794]
For the problem WO, in step 49, we get objective [[1.95578169]] and constraints [[ 0.29785216 -7.66864209]].
Obj mean and sd ranges: 0.40572822735426933 and 0.008142707990760889
Constrs mean and sd ranges: [0.05359795 1.2210904 ] and [0.00040366 0.00893678]
For the problem WO, in step 50, we get objective [[-0.3077646]] and constraints [[-0.59938983 4.58994346]].
Obj mean and sd ranges: 0.12045283485238806 and 0.00017222991706811186
Constrs mean and sd ranges: [0.01447541 0.15070898] and [8.53796183e-06 1.89025740e-04]
For the problem WO, in step 51, we get objective [[3.26355097]] and constraints [[ 0.06750633 -4.43731698]].
Obj mean and sd ranges: 0.07768948172792595 and 4.809003725469996e-05
Constrs mean and sd ranges: [0.01720317 0.00631787] and [2.3839697e-06 5.2779767e-05]
For the problem WO, in step 52, we get objective [[-4.8841138]] and constraints [[-0.59808005 3.19147877]].
Obj mean and sd ranges: 0.00011304707000632322 and 6.258147333682018e-10
Constrs mean and sd ranges: [2.74532456e-05 1.65089669e-04] and [3.10235518e-11 6.86844137e-10]
For the problem WO, in step 53, we get objective [[-1.6983518]] and constraints [[ 0.43160711 -9.60544055]].
Obj mean and sd ranges: 0.642578259630531 and 0.03847539810525136
Constrs mean and sd ranges: [0.19816044 1.17590415] and [0.00190734 0.04222751]
For the problem WO, in step 54, we get objective [[2.31921838]] and constraints [[-0.73162406 4.1271138 ]].
Obj mean and sd ranges: 11.957208856595116 and 0.9638236010916812
Constrs mean and sd ranges: [1.26502983 0.78974874] and [0.047552 1.05783411]
For the problem WO, in step 55, we get objective [[15.53592176]] and constraints [[0.64494642 5.18761874]].
Obj mean and sd ranges: 0.01229833195200078 and 8.2275736123405e-05
Constrs mean and sd ranges: [0.01511929 0.03725859] and [4.07865897e-06 9.02992476e-05]
For the problem WO, in step 56, we get objective [[-1.99463997]] and constraints [[ 1.15006668 -2.77356821]].
Obj mean and sd ranges: 6.303178756000916e-05 and 8.254263939022621e-11
Constrs mean and sd ranges: [1.18736479e-06 1.59187351e-05] and [4.09188655e-12 9.05922004e-11]
For the problem WO, in step 57, we get objective [[-5.71143299]] and constraints [[-0.08692354 -1.21490691]].
Obj mean and sd ranges: 0.11466129182094284 and 0.0020798423057256654
Constrs mean and sd ranges: [0.10399769 0.08752219] and [0.0001031 0.00228267]
For the problem WO, in step 58, we get objective [[-5.35053699]] and constraints [[-0.01874438 -3.30355111]].
Obj mean and sd ranges: 0.14824310587232206 and 0.0003057207340296797
Constrs mean and sd ranges: [0.02085989 0.10802189] and [1.51555084e-05 3.35534552e-04]
For the problem WO, in step 59, we get objective [[6.54627164]] and constraints [[ 0.32849594 -7.98324326]].
Obj mean and sd ranges: 0.4409569438841188 and 0.000642735265476535
Constrs mean and sd ranges: [0.08022931 0.50435835] and [3.18623453e-05 7.05414666e-04]
For the problem WO, in step 60, we get objective [[8.26953868]] and constraints [[-0.73855246 4.12791277]].
Obj mean and sd ranges: 0.0007894753770099688 and 2.076120677596549e-07
Constrs mean and sd ranges: [0.00010875 0.00319887] and [1.02919629e-08 2.27858350e-07]
For the problem WO, in step 61, we get objective [[2.17905766]] and constraints [[ 0.10216681 -4.93394156]].
Obj mean and sd ranges: 0.018245760113291414 and 0.02912963056200446
Constrs mean and sd ranges: [0.03014213 1.4278101 ] and [0.00144404 0.03197035]
For the problem WO, in step 62, we get objective [[14.16737558]] and constraints [[0.16237868 8.06580327]].
Obj mean and sd ranges: 0.0841250627124812 and 8.650537522636448e-06
Constrs mean and sd ranges: [0.0012903 0.03502137] and [4.28833507e-07 9.49413602e-06]
For the problem WO, in step 63, we get objective [[4.73423162]] and constraints [[ 0.41273731 -9.19448827]].
Obj mean and sd ranges: 0.31658508423831333 and 0.0014838900334256389
Constrs mean and sd ranges: [0.0048181 0.06734228] and [7.35609497e-05 1.62859866e-03]
For the problem WO, in step 64, we get objective [[-3.63812287]] and constraints [[-0.07116598 -1.35406888]].
Obj mean and sd ranges: 0.9392510663763163 and 0.025552847209795115
Constrs mean and sd ranges: [0.30869511 0.99169736] and [0.00126673 0.02804476]
For the problem WO, in step 65, we get objective [[-3.92791699]] and constraints [[-0.71671793 4.10711542]].
Obj mean and sd ranges: 1.296912632698061 and 0.06829904070243786
Constrs mean and sd ranges: [0.03322616 1.78818655] and [0.00338579 0.07495955]
For the problem WO, in step 66, we get objective [[2.26704081]] and constraints [[ 0.10281201 -4.72185662]].
Obj mean and sd ranges: 0.36368933376196616 and 0.0016598503585291136
Constrs mean and sd ranges: [0.09645676 0.22186421] and [8.22836555e-05 1.82171860e-03]
For the problem WO, in step 67, we get objective [[3.83381888]] and constraints [[-0.71363961 4.1189835 ]].
Obj mean and sd ranges: 3.851461459046803e-05 and 8.049094724071892e-11
Constrs mean and sd ranges: [9.29329337e-06 5.38173716e-05] and [3.99018318e-12 8.83404461e-11]
For the problem WO, in step 68, we get objective [[-2.90911225]] and constraints [[ 0.32948465 -8.46749045]].
Obj mean and sd ranges: 0.48504095092314325 and 0.026949566450763296
Constrs mean and sd ranges: [0.17121531 0.97061907] and [0.00133597 0.02957768]
For the problem WO, in step 69, we get objective [[0.96931369]] and constraints [[-0.70264207 4.11439547]].
Obj mean and sd ranges: 0.38654925440984816 and 0.004193652185105923
Constrs mean and sd ranges: [0.01394886 0.52332558] and [0.00020789 0.00460262]
For the problem WO, in step 70, we get objective [[-3.34363353]] and constraints [[ 0.15990342 -5.61632507]].
Obj mean and sd ranges: 0.0138935551769183 and 2.075523404809765e-06
Constrs mean and sd ranges: [0.00150691 0.01409173] and [1.02890020e-07 2.27792799e-06]
For the problem WO, in step 71, we get objective [[2.94266717]] and constraints [[-0.71286508 4.04622524]].
Obj mean and sd ranges: 0.05144218916978827 and 9.002458571372163e-05
Constrs mean and sd ranges: [0.00752232 0.14226206] and [4.46279305e-06 9.88037633e-05]
For the problem WO, in step 72, we get objective [[-2.48859173]] and constraints [[ 0.34095041 -8.41254841]].
Obj mean and sd ranges: 0.02030166974233111 and 2.3913994978252973e-05
Constrs mean and sd ranges: [0.00122947 0.03712173] and [1.18548931e-06 2.62460825e-05]
For the problem WO, in step 73, we get objective [[-4.33414122]] and constraints [[ 0.15890706 -5.67432351]].
Obj mean and sd ranges: 1.2297013872646327 and 0.007390217121260423
Constrs mean and sd ranges: [0.15074673 0.05869774] and [0.00036636 0.00811091]
For the problem WO, in step 74, we get objective [[7.82400924]] and constraints [[-0.71312099 4.20733879]].
Obj mean and sd ranges: 0.7264971474813647 and 0.9637979948259476
Constrs mean and sd ranges: [0.06970863 4.32134186] and [0.04755073 1.057806 ]
For the problem WO, in step 75, we get objective [[1.34854118]] and constraints [[ 0.50682646 -0.48831816]].
Obj mean and sd ranges: 0.6457561902397013 and 0.05838946084584484
Constrs mean and sd ranges: [0.57545771 0.2225392 ] and [0.00289454 0.06408359]
For the problem WO, in step 76, we get objective [[-4.91269887]] and constraints [[-0.03918214 -3.00131256]].
Obj mean and sd ranges: 0.7450099070863483 and 0.01145798843090684
Constrs mean and sd ranges: [0.01409784 0.1886964 ] and [0.00056801 0.01257537]
For the problem WO, in step 77, we get objective [[-4.88931496]] and constraints [[-0.09089863 -1.28576502]].
Obj mean and sd ranges: 0.6805900553740956 and 0.003958061778036259
Constrs mean and sd ranges: [0.07056763 0.38968788] and [0.00019621 0.00434405]
For the problem WO, in step 78, we get objective [[5.94924382]] and constraints [[-0.73211711 4.07541493]].
Obj mean and sd ranges: 0.0004174878318943937 and 1.6943632230592698e-07
Constrs mean and sd ranges: [3.69513552e-05 2.64741813e-03] and [8.39947472e-09 1.85959715e-07]
For the problem WO, in step 79, we get objective [[-0.27292485]] and constraints [[ 0.0824653 -4.44935988]].
Obj mean and sd ranges: 0.22349912051651916 and 0.0003017048751646767
Constrs mean and sd ranges: [0.0305137 0.01395386] and [1.49564300e-05 3.31127068e-04]
For the problem WO, in step 80, we get objective [[22.34775152]] and constraints [[0.16173185 8.0412401 ]].
Obj mean and sd ranges: 0.12495250719837417 and 0.0006809679924102419
Constrs mean and sd ranges: [0.02266154 0.22474229] and [3.37576581e-05 7.47375840e-04]
For the problem WO, in step 81, we get objective [[0.94727502]] and constraints [[ 0.08608791 -4.82260698]].
Obj mean and sd ranges: 0.08228470843109878 and 0.00029324323874302394
Constrs mean and sd ranges: [0.00197135 0.10962 ] and [1.45369405e-05 3.21840254e-04]
For the problem WO, in step 82, we get objective [[4.83634685]] and constraints [[ 0.09423968 -4.9412237 ]].
Obj mean and sd ranges: 2.0662813519126573 and 0.13908064328733483
Constrs mean and sd ranges: [0.09406392 3.3396972 ] and [0.00689464 0.15264376]
For the problem WO, in step 83, we get objective [[-3.14895887]] and constraints [[ 0.15732572 -5.61912827]].
Obj mean and sd ranges: 0.0013337702421046958 and 1.5476048664808673e-07
Constrs mean and sd ranges: [0.00032264 0.00198259] and [7.67192595e-09 1.69852695e-07]
For the problem WO, in step 84, we get objective [[2.30922776]] and constraints [[-0.73637945 4.0909635 ]].
Obj mean and sd ranges: 0.034839307376603346 and 0.00012827131768011757
Constrs mean and sd ranges: [0.00160967 0.07733617] and [6.35879986e-06 1.40780308e-04]
For the problem WO, in step 85, we get objective [[1.07148564]] and constraints [[ 0.08561662 -4.91835032]].
Obj mean and sd ranges: 1.345607547323338 and 0.9637979948259474
Constrs mean and sd ranges: [0.07035557 4.385467 ] and [0.04755073 1.057806 ]
For the problem WO, in step 86, we get objective [[14.11262103]] and constraints [[0.17642331 8.00266754]].
Obj mean and sd ranges: 1.4045537423760102 and 0.09694474988124835
Constrs mean and sd ranges: [0.04076107 1.97359402] and [0.00480584 0.10639878]
For the problem WO, in step 87, we get objective [[3.49099623]] and constraints [[ 0.0603684 -4.54875176]].
Obj mean and sd ranges: 0.0416446259428627 and 3.49209317936916e-05
Constrs mean and sd ranges: [0.0007624 0.01357103] and [1.73113766e-06 3.83264133e-05]
For the problem WO, in step 88, we get objective [[-5.03614271]] and constraints [[-0.08531462 -1.34829075]].
Obj mean and sd ranges: 0.8040943867528303 and 0.003328319730243945
Constrs mean and sd ranges: [0.00937184 0.81534564] and [0.00016499 0.0036529 ]
For the problem WO, in step 89, we get objective [[4.86395362]] and constraints [[ 0.10104167 -4.92019412]].
Obj mean and sd ranges: 0.0569658694695996 and 0.005889630206499907
Constrs mean and sd ranges: [0.01080798 0.55654698] and [0.00029197 0.00646399]
For the problem WO, in step 90, we get objective [[5.92177632]] and constraints [[ 1.22979864 -0.53915123]].
Obj mean and sd ranges: 0.016954858312141097 and 9.770407056108876e-05
Constrs mean and sd ranges: [0.02247093 0.05464773] and [4.84348932e-06 1.07232150e-04]
For the problem WO, in step 91, we get objective [[-1.79967214]] and constraints [[-0.71627869 4.17693684]].
Obj mean and sd ranges: 0.28196510517460616 and 0.004352773367161444
Constrs mean and sd ranges: [0.06894849 0.41304477] and [0.00021578 0.00477725]
For the problem WO, in step 92, we get objective [[1.44958563]] and constraints [[ 0.29240595 -7.60382465]].
Obj mean and sd ranges: 2.539365347293324 and 0.032179670211704536
Constrs mean and sd ranges: [0.32167973 0.17742968] and [0.00159524 0.03531782]
For the problem WO, in step 93, we get objective [[15.99711723]] and constraints [[0.3815981 7.03773064]].
Obj mean and sd ranges: 0.01619694210560942 and 3.4309919971553526e-05
Constrs mean and sd ranges: [0.00785258 0.03054884] and [1.70084465e-06 3.76558158e-05]
For the problem WO, in step 94, we get objective [[-1.59531272]] and constraints [[ 0.14103621 -5.66560905]].
Obj mean and sd ranges: 1.1745001475418062 and 0.07512413388315842
Constrs mean and sd ranges: [0.04371696 2.11697423] and [0.00372414 0.08245022]
For the problem WO, in step 95, we get objective [[2.27849619]] and constraints [[ 0.09770866 -4.90847977]].
Obj mean and sd ranges: 0.2630005107616815 and 0.001338540658711418
Constrs mean and sd ranges: [0.00445357 0.07028181] and [6.63555383e-05 1.46907485e-03]
For the problem WO, in step 96, we get objective [[-7.15025131]] and constraints [[-0.07938991 -1.27381729]].
Obj mean and sd ranges: 0.012335184378560266 and 2.8793253860515122e-05
Constrs mean and sd ranges: [0.0010862 0.04370347] and [1.42736934e-06 3.16011656e-05]
For the problem WO, in step 97, we get objective [[-1.08648446]] and constraints [[ 0.01638636 -2.96913831]].
Obj mean and sd ranges: 0.1892798039673276 and 0.0007685643497352679
Constrs mean and sd ranges: [0.01682182 0.36578403] and [3.81000764e-05 8.43514574e-04]
For the problem WO, in step 98, we get objective [[4.77573354]] and constraints [[-0.52888834 2.32588607]].
Obj mean and sd ranges: 0.8377566440774901 and 0.1250238536850692
Constrs mean and sd ranges: [0.21282935 4.73508754] and [0.0061978 0.13721615]
For the problem WO, in step 99, we get objective [[-1.95091159]] and constraints [[ 0.42650717 -9.60679791]].
Obj mean and sd ranges: 0.07677819311851257 and 0.00018285186712230228
Constrs mean and sd ranges: [0.02378375 0.01137076] and [9.06452426e-06 2.00683541e-04]
For the problem WO, in step 100, we get objective [[-3.5560535]] and constraints [[-0.70642137 4.16830864]].
Obj mean and sd ranges: 5.469633763434712 and 0.07287122211114783
Constrs mean and sd ranges: [0.47416264 2.22722481] and [0.00361244 0.07997761]
For the problem WO, in step 101, we get objective [[7.82247092]] and constraints [[-0.72765834 4.08498263]].
Obj mean and sd ranges: 0.35002268820412247 and 0.01432853766483877
Constrs mean and sd ranges: [0.13062775 0.73538301] and [0.00071031 0.01572585]
For the problem WO, in step 102, we get objective [[-0.55721887]] and constraints [[ 0.44778442 -9.99959354]].
Obj mean and sd ranges: 0.2773536435963504 and 0.006035660197920456
Constrs mean and sd ranges: [0.08287284 0.48225755] and [0.00029921 0.00662426]
For the problem WO, in step 103, we get objective [[0.3749007]] and constraints [[-0.73626756 4.07110131]].
Obj mean and sd ranges: 0.009187990585690657 and 0.0008324811386600794
Constrs mean and sd ranges: [0.00354329 0.05535279] and [4.12686265e-05 9.13664514e-04]
For the problem WO, in step 104, we get objective [[-1.59260648]] and constraints [[-0.07653597 -1.35694502]].
Obj mean and sd ranges: 0.15046719119841745 and 0.001383291984670354
Constrs mean and sd ranges: [0.04264433 0.24782595] and [6.85741002e-05 1.51819031e-03]
For the problem WO, in step 105, we get objective [[-1.63713881]] and constraints [[ 0.49337849 -10.849348 ]].
Obj mean and sd ranges: 0.14458103289860508 and 0.0008282393218291828
Constrs mean and sd ranges: [0.07103148 0.19302647] and [4.10583468e-05 9.09009037e-04]
For the problem WO, in step 106, we get objective [[-3.07302887]] and constraints [[-0.73469214 4.12685264]].
Obj mean and sd ranges: 1.3342943362124153 and 0.014384649192838328
Constrs mean and sd ranges: [0.06658216 1.20242659] and [0.00071309 0.01578744]
For the problem WO, in step 107, we get objective [[-8.47252393]] and constraints [[ 0.15555954 -5.68001897]].
Obj mean and sd ranges: 0.1756906858283676 and 0.030389985876094094
Constrs mean and sd ranges: [0.19696842 1.12757218] and [0.00150652 0.03335361]
For the problem WO, in step 108, we get objective [[0.45624283]] and constraints [[-0.71960821 4.11220383]].
Obj mean and sd ranges: 1.2399826162720125 and 0.09244784039407505
Constrs mean and sd ranges: [0.52339693 0.2669661 ] and [0.00458292 0.10146333]
For the problem WO, in step 109, we get objective [[-4.59177454]] and constraints [[ 0.05241009 -4.35971461]].
Obj mean and sd ranges: 4.687452059145605 and 0.37582592969248707
Constrs mean and sd ranges: [0.6221569 3.76369566] and [0.01863069 0.41247639]
For the problem WO, in step 110, we get objective [[17.34423005]] and constraints [[0.35343546 7.25919514]].
Obj mean and sd ranges: 0.3739343262199962 and 0.050795156099417094
Constrs mean and sd ranges: [0.03575553 0.59079449] and [0.00251807 0.05574869]
For the problem WO, in step 111, we get objective [[-0.57555973]] and constraints [[-0.08197347 -1.31082288]].
Obj mean and sd ranges: 0.5667154562084581 and 0.030728759276993367
Constrs mean and sd ranges: [0.06228314 0.91474671] and [0.00152331 0.03372542]
For the problem WO, in step 112, we get objective [[3.43553921]] and constraints [[ 0.08908973 -4.88274805]].
Obj mean and sd ranges: 0.06103814164742029 and 0.0002922978779285046
Constrs mean and sd ranges: [0.04823904 0.07073708] and [1.44900965e-05 3.20802702e-04]
For the problem WO, in step 113, we get objective [[-2.89837939]] and constraints [[-0.05791606 -2.97309508]].
Obj mean and sd ranges: 2.1191748205835617 and 0.03722448258933864
Constrs mean and sd ranges: [0.03427478 0.51422266] and [0.00184533 0.04085461]
For the problem WO, in step 114, we get objective [[-5.8473664]] and constraints [[-0.06299081 -1.36458121]].
Obj mean and sd ranges: 6.299944125655545 and 0.960440146145691
Constrs mean and sd ranges: [1.20007827 4.35309642] and [0.04738427 1.0541207 ]
For the problem WO, in step 115, we get objective [[21.82140084]] and constraints [[0.17889235 7.94076527]].
Obj mean and sd ranges: 0.15594904144192626 and 0.0004936072453528562
Constrs mean and sd ranges: [0.04070228 0.01914175] and [2.44696153e-05 5.41743714e-04]
For the problem WO, in step 116, we get objective [[-3.42595752]] and constraints [[ 0.03631336 -4.09733233]].
Obj mean and sd ranges: 1.199129227133035 and 0.19166887715196745
Constrs mean and sd ranges: [0.68159421 1.64831521] and [0.00950158 0.21036038]
For the problem WO, in step 117, we get objective [[-4.08646347]] and constraints [[ 0.72199661 -7.88863879]].
Obj mean and sd ranges: 0.9650850487358782 and 0.005074306681347784
Constrs mean and sd ranges: [0.1226843 0.25309043] and [0.00025155 0.00556915]
For the problem WO, in step 118, we get objective [[4.30963178]] and constraints [[ 0.08153124 -4.76920829]].
Obj mean and sd ranges: 0.5455482241117978 and 0.007826400151541901
Constrs mean and sd ranges: [0.0211932 0.72270328] and [0.00038798 0.00858963]
For the problem WO, in step 119, we get objective [[-3.88157609]] and constraints [[ 0.15560481 -5.69176759]].
Obj mean and sd ranges: 1.7874958979545463 and 0.9637801936050095
Constrs mean and sd ranges: [ 0.53603384 11.09726377] and [0.04754985 1.05778645]
For the problem WO, in step 120, we get objective [[0.39996478]] and constraints [[-0.7243467 4.1145301]].
Obj mean and sd ranges: 0.2930590305629109 and 0.0006077318772884643
Constrs mean and sd ranges: [0.00364757 0.38922116] and [3.01271205e-05 6.66997755e-04]
For the problem WO, in step 121, we get objective [[1.68973848]] and constraints [[ 0.06741147 -4.4570156 ]].
Obj mean and sd ranges: 0.0005728990383272426 and 1.734331039948689e-05
Constrs mean and sd ranges: [0.00040746 0.00631948] and [8.59759191e-07 1.90346262e-05]
For the problem WO, in step 122, we get objective [[2.01593892]] and constraints [[-0.08271742 -1.33272928]].
Obj mean and sd ranges: 4.398887771401213 and 0.06273459260958247
Constrs mean and sd ranges: [0.36703921 2.04052969] and [0.00310994 0.06885246]
For the problem WO, in step 123, we get objective [[5.61883946]] and constraints [[-0.71412717 4.02490976]].
Obj mean and sd ranges: 0.4042159391870567 and 0.0014241857467771624
Constrs mean and sd ranges: [0.06953934 0.04580077] and [7.06012263e-05 1.56307202e-03]
For the problem WO, in step 124, we get objective [[-4.4427329]] and constraints [[0.76195546 4.33420445]].
Obj mean and sd ranges: 0.12189121755355253 and 0.04345048390779771
Constrs mean and sd ranges: [0.03002884 0.47226917] and [0.00215398 0.04768777]
For the problem WO, in step 125, we get objective [[-1.70348894]] and constraints [[-0.0862288 -1.17421556]].
Obj mean and sd ranges: 0.82247866722566 and 0.06605859200239894
Constrs mean and sd ranges: [0.25919258 1.5471227 ] and [0.00327472 0.07250061]
For the problem WO, in step 126, we get objective [[-1.87030789]] and constraints [[ 0.21300795 -6.43337059]].
Obj mean and sd ranges: 0.6659627773249522 and 0.010570169309031319
Constrs mean and sd ranges: [0.09151104 0.59701316] and [0.000524 0.01160097]
For the problem WO, in step 127, we get objective [[8.61994712]] and constraints [[ 1.23531862 -0.4807884 ]].
Obj mean and sd ranges: 1.1970326519359198 and 0.1739889650166473
Constrs mean and sd ranges: [0.04575966 2.92146452] and [0.00862514 0.19095633]
For the problem WO, in step 128, we get objective [[14.32150426]] and constraints [[0.18733436 8.05845849]].
Obj mean and sd ranges: 0.017373458795105774 and 1.5666973965933195e-06
Constrs mean and sd ranges: [0.00312835 0.01427525] and [7.76659647e-08 1.71948138e-06]
For the problem WO, in step 129, we get objective [[-5.16551758]] and constraints [[ 0.45054842 -9.9865219 ]].
Obj mean and sd ranges: 0.029152294065491243 and 0.00046589148588283
Constrs mean and sd ranges: [0.00169225 0.08384407] and [2.3095651e-05 5.1132512e-04]
For the problem WO, in step 130, we get objective [[0.49133808]] and constraints [[-0.05650765 -1.59939072]].
Obj mean and sd ranges: 2.438639644027238 and 0.008426482574266259
Constrs mean and sd ranges: [0.03355067 1.19181613] and [0.00041773 0.00924823]
For the problem WO, in step 131, we get objective [[6.43107968]] and constraints [[ 1.22192022 -0.41770768]].
Obj mean and sd ranges: 0.019755577062770667 and 6.896365568387353e-06
Constrs mean and sd ranges: [0.00179499 0.03804618] and [3.41873857e-07 7.56889761e-06]
For the problem WO, in step 132, we get objective [[-5.4298765]] and constraints [[-0.71293468 4.10427017]].
Obj mean and sd ranges: 0.7677402656458495 and 0.024430784249178217
Constrs mean and sd ranges: [0.15693878 0.89994076] and [0.00121111 0.02681327]
For the problem WO, in step 133, we get objective [[-6.58704135]] and constraints [[ 0.20916875 -6.5296166 ]].
Obj mean and sd ranges: 0.6964815101948438 and 0.041377334302503566
Constrs mean and sd ranges: [0.11078312 2.02355424] and [0.0020512 0.04541244]
For the problem WO, in step 134, we get objective [[-5.87420422]] and constraints [[ 0.29635185 -7.61204713]].
Obj mean and sd ranges: 6.019451708631199 and 0.19983541905585112
Constrs mean and sd ranges: [0.43111447 3.27647452] and [0.00990641 0.21932332]
For the problem WO, in step 135, we get objective [[4.01612751]] and constraints [[ 0.43901057 -9.64157826]].
Obj mean and sd ranges: 0.04719966553350617 and 0.0001731865920298059
Constrs mean and sd ranges: [0.00379314 0.1239747 ] and [8.58538712e-06 1.90075710e-04]
For the problem WO, in step 136, we get objective [[3.74472984]] and constraints [[-0.71845578 4.15291675]].
Obj mean and sd ranges: 0.09124940493208519 and 0.000267121003162063
Constrs mean and sd ranges: [0.01833242 0.22803198] and [1.32420021e-05 2.93170584e-04]
For the problem WO, in step 137, we get objective [[-0.29331602]] and constraints [[ 0.2126506 -6.44432151]].
Obj mean and sd ranges: 0.20998506824729465 and 0.0018455869036776429
Constrs mean and sd ranges: [0.00259808 0.25225652] and [9.14913650e-05 2.02556813e-03]
For the problem WO, in step 138, we get objective [[-2.77503049]] and constraints [[ 0.04227734 -4.06416458]].
Obj mean and sd ranges: 1.2190620692970988 and 0.021080444906520834
Constrs mean and sd ranges: [0.26906429 0.18665873] and [0.00104502 0.02313621]
For the problem WO, in step 139, we get objective [[4.85706788]] and constraints [[-0.72473939 4.07720375]].
Obj mean and sd ranges: 6.341964191258448 and 0.3361257930088213
Constrs mean and sd ranges: [0.65919062 3.67597015] and [0.01666268 0.36890471]
For the problem WO, in step 140, we get objective [[5.45156893]] and constraints [[ 0.38213483 -8.60585441]].
Obj mean and sd ranges: 0.5860934231738263 and 0.07227963711871077
Constrs mean and sd ranges: [0.32480917 1.89407937] and [0.00358313 0.07932833]
For the problem WO, in step 141, we get objective [[0.64607103]] and constraints [[-0.71545066 4.11503005]].
Obj mean and sd ranges: 0.9199897613978838 and 0.011988278194150825
Constrs mean and sd ranges: [0.00980691 0.20700508] and [0.0005943 0.01315737]
For the problem WO, in step 142, we get objective [[-5.81661928]] and constraints [[-0.09448464 -1.23393202]].
Obj mean and sd ranges: 1.1616937721393334 and 0.03964554638217199
Constrs mean and sd ranges: [0.21895615 1.13801991] and [0.00196535 0.04351177]
For the problem WO, in step 143, we get objective [[-1.9239638]] and constraints [[0.34222972 5.71171039]].
Obj mean and sd ranges: 0.3554019963878783 and 0.014682405760879758
Constrs mean and sd ranges: [0.05825284 1.34707116] and [0.00072785 0.01611423]
For the problem WO, in step 144, we get objective [[2.18467381]] and constraints [[ 0.29434141 -7.59248655]].
Obj mean and sd ranges: 1.8127098707740488 and 0.02050462132725739
Constrs mean and sd ranges: [0.25996467 1.02054723] and [0.00101648 0.02250423]
For the problem WO, in step 145, we get objective [[2.05399981]] and constraints [[ 0.0211603 -3.99606442]].
Obj mean and sd ranges: 0.40602838022923127 and 0.0049914210950463556
Constrs mean and sd ranges: [0.08556841 0.90771624] and [0.00024744 0.00547818]
For the problem WO, in step 146, we get objective [[-2.25007004]] and constraints [[-0.71774027 4.13711662]].
Obj mean and sd ranges: 1.1958434852339113 and 0.03508032825995577
Constrs mean and sd ranges: [0.05308303 1.65820798] and [0.00173904 0.03850135]
For the problem WO, in step 147, we get objective [[-3.06374443]] and constraints [[ 0.1450881 -5.61787927]].
Obj mean and sd ranges: 0.35107578346599677 and 0.001824851198426125
Constrs mean and sd ranges: [0.03385296 0.56697547] and [9.04634329e-05 2.00281028e-03]
For the problem WO, in step 148, we get objective [[10.45682562]] and constraints [[-0.72929159 4.0227413 ]].
Obj mean and sd ranges: 0.4801592581446929 and 0.011679497902621017
Constrs mean and sd ranges: [0.16009361 0.91324177] and [0.00057899 0.01281848]
For the problem WO, in step 149, we get objective [[-7.5019141]] and constraints [[ 0.21321275 -6.35530096]].
Obj mean and sd ranges: 2.468749061745817 and 0.04945822856651094
Constrs mean and sd ranges: [0.04005964 0.53978662] and [0.00245179 0.05428138]
For the problem WO, in step 150, we get objective [[-5.08369136]] and constraints [[-0.06549951 -1.32072889]].
Obj mean and sd ranges: 0.0018111786432331088 and 7.223290854341258e-09
Constrs mean and sd ranges: [1.98122558e-05 1.19807013e-03] and [3.58080537e-10 7.92770471e-09]
For the problem WO, in step 151, we get objective [[-2.94578694]] and constraints [[ 0.18566971 -6.03277887]].
Obj mean and sd ranges: 0.018878223824374415 and 1.745960934906865e-05
Constrs mean and sd ranges: [0.0053333 0.03278713] and [8.65526004e-07 1.91622666e-05]
For the problem WO, in step 152, we get objective [[-4.18858886]] and constraints [[-0.72317806 4.13032814]].
Obj mean and sd ranges: 2.278671807311419 and 0.006476825829223709
Constrs mean and sd ranges: [0.03863603 1.91106607] and [0.00032108 0.00710844]
For the problem WO, in step 153, we get objective [[5.91120904]] and constraints [[ 0.41028341 -9.21113099]].
Obj mean and sd ranges: 1.2468903023833593 and 0.046867322335683914
Constrs mean and sd ranges: [0.20513293 2.44355324] and [0.00232335 0.05143781]
For the problem WO, in step 154, we get objective [[-4.04893749]] and constraints [[ 0.04214792 -4.13512648]].
Obj mean and sd ranges: 0.048781688224860106 and 5.711160895160994e-05
Constrs mean and sd ranges: [0.00930249 0.13213617] and [2.83119649e-06 6.26811204e-05]
For the problem WO, in step 155, we get objective [[2.90023604]] and constraints [[-0.29544627 0.12668648]].
Obj mean and sd ranges: 0.05546454156608764 and 2.7031424799650594e-05
Constrs mean and sd ranges: [0.00045855 0.03362391] and [1.34002761e-06 2.96675234e-05]
For the problem WO, in step 156, we get objective [[-4.63523318]] and constraints [[-0.01673482 -3.29152535]].
Obj mean and sd ranges: 1.1597098554175087 and 0.9637979941910416
Constrs mean and sd ranges: [0.06377196 4.43606403] and [0.04755073 1.057806 ]
For the problem WO, in step 157, we get objective [[0.45733117]] and constraints [[-0.01384815 2.45783927]].
Obj mean and sd ranges: 1.2816576281977397 and 0.0031667220982559696
Constrs mean and sd ranges: [0.02837965 0.59285235] and [0.00015698 0.00347554]
For the problem WO, in step 158, we get objective [[0.64323978]] and constraints [[ 0.35309849 -8.351051 ]].
Obj mean and sd ranges: 3.7626517459791473 and 0.9633746509066308
Constrs mean and sd ranges: [0.21633052 6.02850022] and [0.04752974 1.05734137]
For the problem WO, in step 159, we get objective [[-3.95863185]] and constraints [[ 0.01081611 -3.85170216]].
Obj mean and sd ranges: 0.9949816630693499 and 0.061309280013251644
Constrs mean and sd ranges: [0.36143495 2.66405443] and [0.00303929 0.06728815]
For the problem WO, in step 160, we get objective [[1.25749504]] and constraints [[-0.7479222 4.14351837]].
Obj mean and sd ranges: 0.7943846695179475 and 0.008863049490268282
Constrs mean and sd ranges: [0.01716261 0.22469688] and [0.00043937 0.00972737]
For the problem WO, in step 161, we get objective [[-3.93141564]] and constraints [[-0.09170461 -1.25259885]].
Obj mean and sd ranges: 0.2749743342078304 and 0.0012406889395032428
Constrs mean and sd ranges: [0.02833108 0.54855978] and [6.15047302e-05 1.36168065e-03]
For the problem WO, in step 162, we get objective [[-4.00257168]] and constraints [[ 0.44830237 -10.05632253]].
Obj mean and sd ranges: 5.822616369044703 and 0.9626537015867723
Constrs mean and sd ranges: [1.37747473 1.41971173] and [0.047494 1.05655012]
For the problem WO, in step 163, we get objective [[3.51295284]] and constraints [[-0.72541962 4.13369454]].
Obj mean and sd ranges: 3.3357630024592333 and 0.9638239810396116
Constrs mean and sd ranges: [0.15961134 5.6036142 ] and [0.04755202 1.05783452]
For the problem WO, in step 164, we get objective [[-3.23584111]] and constraints [[ 0.19445698 -6.39420822]].
Obj mean and sd ranges: 0.21399956599595427 and 0.005690606163708201
Constrs mean and sd ranges: [0.09371153 0.52672483] and [0.0002821 0.00624555]
For the problem WO, in step 165, we get objective [[3.05945972]] and constraints [[-0.72185699 4.05475718]].
Obj mean and sd ranges: 0.5751973377176391 and 0.9638264366011225
Constrs mean and sd ranges: [0.08192118 1.30999702] and [0.04755214 1.05783722]
For the problem WO, in step 166, we get objective [[-0.33289095]] and constraints [[ 0.28793054 -1.20138335]].
Obj mean and sd ranges: 0.16708709493140572 and 0.0021810084811934027
Constrs mean and sd ranges: [0.06430417 0.52010776] and [0.00010812 0.0023937 ]
For the problem WO, in step 167, we get objective [[-0.21526585]] and constraints [[ 0.50196502 -10.70413103]].
Obj mean and sd ranges: 0.15059563753199925 and 0.0005222808202645091
Constrs mean and sd ranges: [0.03921596 0.57225694] and [2.58910511e-05 5.73213530e-04]
For the problem WO, in step 168, we get objective [[-1.79300099]] and constraints [[-0.71856304 4.12414387]].
Obj mean and sd ranges: 0.6521009021594126 and 0.08521319114172088
Constrs mean and sd ranges: [0.4006943 2.29807869] and [0.00422428 0.09352316]
For the problem WO, in step 169, we get objective [[-2.37669892]] and constraints [[ 0.21812861 -6.40040858]].
Obj mean and sd ranges: 0.9554536952544379 and 0.010898806024877805
Constrs mean and sd ranges: [0.10917761 2.16329983] and [0.00054029 0.01196166]
For the problem WO, in step 170, we get objective [[-2.53267093]] and constraints [[-0.70784339 4.16607608]].
Obj mean and sd ranges: 1.3292441312920953 and 0.015349314609552911
Constrs mean and sd ranges: [0.02397161 1.514912 ] and [0.00076091 0.01684618]
For the problem WO, in step 171, we get objective [[-2.12048856]] and constraints [[ 0.12906086 -5.30712084]].
Obj mean and sd ranges: 0.06382883793213168 and 0.028505461285039058
Constrs mean and sd ranges: [0.10622002 2.46667751] and [0.0014131 0.03128531]
For the problem WO, in step 172, we get objective [[1.76479676]] and constraints [[-0.70858967 4.29290577]].
Obj mean and sd ranges: 4.842915502841184 and 0.9638264366016219
Constrs mean and sd ranges: [0.09161495 1.2266992 ] and [0.04755214 1.05783722]
For the problem WO, in step 173, we get objective [[-5.03289927]] and constraints [[ 0.27463616 -0.14192308]].
Obj mean and sd ranges: 0.12617522017508198 and 0.0003064924364076793
Constrs mean and sd ranges: [0.044669 0.19665296] and [1.51937640e-05 3.36381511e-04]
For the problem WO, in step 174, we get objective [[-1.10099569]] and constraints [[ 0.34636243 -8.47886269]].
Obj mean and sd ranges: 0.0020309017739000915 and 2.974508939712628e-06
Constrs mean and sd ranges: [0.00152859 0.00353687] and [1.47455432e-07 3.26458239e-06]
For the problem WO, in step 175, we get objective [[1.36145329]] and constraints [[-0.29957861 -0.04518103]].
Obj mean and sd ranges: 5.866002130058394 and 0.9599758077274674
Constrs mean and sd ranges: [ 0.98587327 10.05809464] and [0.04736125 1.05361108]
For the problem WO, in step 176, we get objective [[5.60058135]] and constraints [[-0.72470179 4.18504215]].
Obj mean and sd ranges: 0.6744000848623939 and 0.009507408339024526
Constrs mean and sd ranges: [0.15028975 0.98143534] and [0.00047131 0.01043457]
For the problem WO, in step 177, we get objective [[-7.96737022]] and constraints [[ 0.20667084 -6.44959764]].
Obj mean and sd ranges: 0.10075325901619235 and 0.0032062394186535004
Constrs mean and sd ranges: [0.02518985 0.02576477] and [0.00015894 0.00351891]
For the problem WO, in step 178, we get objective [[1.58131175]] and constraints [[-0.25981365 -0.32407896]].
Obj mean and sd ranges: 0.03286991373416198 and 0.00014557020599370585
Constrs mean and sd ranges: [0.00123726 0.06718171] and [7.21633128e-06 1.59766180e-04]
For the problem WO, in step 179, we get objective [[11.17247327]] and constraints [[ 1.23405612 -0.64837893]].
Obj mean and sd ranges: 1.7027351105578692 and 0.9638245535361772
Constrs mean and sd ranges: [0.14586474 1.17284301] and [0.04755205 1.05783515]
For the problem WO, in step 180, we get objective [[-1.30760518]] and constraints [[-0.30660462 0.0278707 ]].
Obj mean and sd ranges: 1.5826835727537254 and 0.06793768902286634
Constrs mean and sd ranges: [0.17232074 2.6196803 ] and [0.00336788 0.07456296]
For the problem WO, in step 181, we get objective [[-3.15526764]] and constraints [[ 0.06953393 -4.50111937]].
Obj mean and sd ranges: 1.625405885540729 and 0.18387023620093745
Constrs mean and sd ranges: [0.10904413 3.32391481] and [0.00911497 0.20180122]
For the problem WO, in step 182, we get objective [[-2.29434378]] and constraints [[ 0.08567722 -4.78548461]].
Obj mean and sd ranges: 3.4113249992300574 and 0.013048741680069975
Constrs mean and sd ranges: [0.03129803 1.33711429] and [0.00064687 0.01432125]
For the problem WO, in step 183, we get objective [[8.08560118]] and constraints [[ 1.22831885 -0.58294037]].
Obj mean and sd ranges: 0.38968462254248704 and 0.015201178903118562
Constrs mean and sd ranges: [0.23191997 0.13335577] and [0.00075357 0.01668359]
For the problem WO, in step 184, we get objective [[-4.96639329]] and constraints [[-0.16885307 -1.45282652]].
Obj mean and sd ranges: 3.0061650871049275 and 0.06396731192124994
Constrs mean and sd ranges: [0.49057334 0.41244837] and [0.00317105 0.07020539]
For the problem WO, in step 185, we get objective [[4.55095775]] and constraints [[-0.36583431 0.73459049]].
Obj mean and sd ranges: 0.256389702665413 and 0.01928184287246637
Constrs mean and sd ranges: [0.01272556 0.6503908 ] and [0.00095586 0.0211622 ]
For the problem WO, in step 186, we get objective [[0.88085449]] and constraints [[ 0.0420811 -4.02117009]].
Obj mean and sd ranges: 0.23476747708853002 and 0.009024930980055634
Constrs mean and sd ranges: [0.11018463 2.01908907] and [0.00044739 0.00990504]
For the problem WO, in step 187, we get objective [[2.13847971]] and constraints [[-0.73168331 4.14336006]].
Obj mean and sd ranges: 1.965957868223494 and 0.08760516368278148
Constrs mean and sd ranges: [0.30620071 1.35750163] and [0.00434285 0.0961484 ]
For the problem WO, in step 188, we get objective [[-6.09842374]] and constraints [[ 0.69965321 -13.93174973]].
Obj mean and sd ranges: 0.48799713757676344 and 0.08361237283341738
Constrs mean and sd ranges: [0.04040413 0.73130627] and [0.00414491 0.09176623]
For the problem WO, in step 189, we get objective [[-2.15799821]] and constraints [[-0.08827192 -1.2427423 ]].
Obj mean and sd ranges: 0.7489667979093833 and 0.008523675688377974
Constrs mean and sd ranges: [0.02846566 1.28407243] and [0.00042254 0.0093549 ]
For the problem WO, in step 190, we get objective [[6.34949078]] and constraints [[ 1.22594262 -0.49290627]].
Obj mean and sd ranges: 0.5461444675607526 and 0.007217050153328075
Constrs mean and sd ranges: [0.01057179 0.55678644] and [0.00035777 0.00792086]
For the problem WO, in step 191, we get objective [[24.25963853]] and constraints [[0.18354009 8.07042527]].
Obj mean and sd ranges: 8.643888368224433 and 0.9636149875952617
Constrs mean and sd ranges: [1.21791832 0.98489088] and [0.04754166 1.05760515]
For the problem WO, in step 192, we get objective [[3.13673985]] and constraints [[ 0.03707311 -3.99017566]].
Obj mean and sd ranges: 1.7450909241346508 and 0.2031978700988879
Constrs mean and sd ranges: [0.07394943 3.64348146] and [0.01007313 0.22301368]
For the problem WO, in step 193, we get objective [[-2.83229552]] and constraints [[ 0.11877355 -5.21792573]].
Obj mean and sd ranges: 3.905670875596985 and 0.26005270791374735
Constrs mean and sd ranges: [0.28325119 7.04514804] and [0.01289155 0.28541299]
For the problem WO, in step 194, we get objective [[12.33909032]] and constraints [[ 1.22598171 -0.47542867]].
Obj mean and sd ranges: 0.9412461821624848 and 0.05087164629797791
Constrs mean and sd ranges: [0.10699619 2.73992601] and [0.00252186 0.05583264]
For the problem WO, in step 195, we get objective [[0.49291856]] and constraints [[-0.73075073 4.17586564]].
Obj mean and sd ranges: 1.510907740257365 and 0.06591548549014137
Constrs mean and sd ranges: [0.26282044 1.54807947] and [0.00326763 0.07234355]
For the problem WO, in step 196, we get objective [[-7.5252184]] and constraints [[ 0.21145945 -6.43738938]].
Obj mean and sd ranges: 0.0194014053267155 and 4.358824747030532e-06
Constrs mean and sd ranges: [0.00432017 0.04807611] and [2.16080218e-07 4.78389637e-06]
For the problem WO, in step 197, we get objective [[-6.19042879]] and constraints [[-0.615099 3.25058154]].
Obj mean and sd ranges: 3.030520915198058 and 0.22102974412380216
Constrs mean and sd ranges: [0.93996414 1.19831131] and [0.01095708 0.24258452]
For the problem WO, in step 198, we get objective [[-6.09993989]] and constraints [[ 0.07653176 -4.42829113]].
Obj mean and sd ranges: 6.466054659668935 and 0.40389692078786565
Constrs mean and sd ranges: [0.90892675 6.77602744] and [0.02002235 0.44328486]
For the problem WO, in step 199, we get objective [[5.5652317]] and constraints [[-0.72332421 4.09926043]].
Obj mean and sd ranges: 1.355616221749569 and 0.034296514060537464
Constrs mean and sd ranges: [0.07592708 2.81268372] and [0.00170018 0.0376411 ]
For the problem WO, in step 200, we get objective [[-6.66672189]] and constraints [[ 0.3023508 -7.7085318]].
Obj mean and sd ranges: 0.07738825884490155 and 0.0011320105296583893
Constrs mean and sd ranges: [0.00488155 0.19608184] and [5.61171619e-05 1.24240395e-03]
For the problem WO, in step 201, we get objective [[-2.90160323]] and constraints [[ 0.09217935 -4.79672481]].
Obj mean and sd ranges: 3.0386186704087246 and 0.9635887092859363
Constrs mean and sd ranges: [0.12618609 5.81494094] and [0.04754035 1.05757631]
For the problem WO, in step 202, we get objective [[0.61159358]] and constraints [[0.99193134 1.73024795]].
Obj mean and sd ranges: 0.060260544651658116 and 0.0004909956636113266
Constrs mean and sd ranges: [0.01893635 0.10595827] and [2.43401005e-05 5.38877452e-04]
For the problem WO, in step 203, we get objective [[0.7083674]] and constraints [[ 0.03629956 -3.26938533]].
Obj mean and sd ranges: 3.806158245547457 and 0.27689819257408854
Constrs mean and sd ranges: [0.50155017 2.90720663] and [0.01372662 0.30390124]
For the problem WO, in step 204, we get objective [[-5.010773]] and constraints [[-0.71938595 4.10754848]].
Obj mean and sd ranges: 0.5927797432876708 and 0.04457386792776741
Constrs mean and sd ranges: [0.37415366 4.66578029] and [0.00220966 0.0489207 ]
For the problem WO, in step 205, we get objective [[-2.84658358]] and constraints [[ 0.48747766 -10.77100282]].
Obj mean and sd ranges: 0.013773372498099101 and 8.78073717058836e-06
Constrs mean and sd ranges: [0.00338878 0.0173591 ] and [4.35287890e-07 9.63703271e-06]
For the problem WO, in step 206, we get objective [[1.3435075]] and constraints [[-0.71290051 4.08550786]].
Obj mean and sd ranges: 0.272261597424621 and 0.9637979614680716
Constrs mean and sd ranges: [0.08196469 4.41554265] and [0.04755073 1.05780597]
For the problem WO, in step 207, we get objective [[0.17193712]] and constraints [[ 0.48122115 -0.81434356]].
Obj mean and sd ranges: 0.2692647989112664 and 0.004595650126074324
Constrs mean and sd ranges: [0.02661647 0.7280398 ] and [0.00022782 0.00504382]
For the problem WO, in step 208, we get objective [[-3.36630786]] and constraints [[ 0.21111129 -6.53196115]].
Obj mean and sd ranges: 1.6613987651202073 and 0.14464659570878968
Constrs mean and sd ranges: [0.3054878 5.20776582] and [0.00717056 0.1587525 ]
For the problem WO, in step 209, we get objective [[1.33918611]] and constraints [[-0.72139567 4.12008516]].
Obj mean and sd ranges: 6.1837085164213 and 0.963826382797793
Constrs mean and sd ranges: [0.61802582 3.29130756] and [0.04755214 1.05783716]
For the problem WO, in step 210, we get objective [[-6.25102377]] and constraints [[ 0.68404776 -14.04714919]].
Obj mean and sd ranges: 0.002960235076936238 and 1.311205086063083e-06
Constrs mean and sd ranges: [0.00093325 0.00319592] and [6.50004062e-08 1.43907351e-06]
For the problem WO, in step 211, we get objective [[3.08990267]] and constraints [[-0.23933273 -0.09498301]].
Obj mean and sd ranges: 0.8198036557775198 and 0.010782181446625572
Constrs mean and sd ranges: [0.13682998 2.66785429] and [0.00053451 0.01183366]
For the problem WO, in step 212, we get objective [[-5.45529093]] and constraints [[-0.66067855 3.6258077 ]].
Obj mean and sd ranges: 0.0064841211509557815 and 5.859094675542131e-06
Constrs mean and sd ranges: [0.00491676 0.0068676 ] and [2.90453182e-07 6.43047229e-06]
For the problem WO, in step 213, we get objective [[-1.43883729]] and constraints [[-0.04187234 -2.8960446 ]].
Obj mean and sd ranges: 1.5254405114800706 and 0.02082040196525048
Constrs mean and sd ranges: [0.32495729 1.31184701] and [0.00103213 0.0228508 ]
For the problem WO, in step 214, we get objective [[-4.88824604]] and constraints [[ 0.06745222 -4.39304584]].
Obj mean and sd ranges: 2.4623430924658702 and 0.963730013146586
Constrs mean and sd ranges: [0.45361364 9.79318581] and [0.04754736 1.05773139]
For the problem WO, in step 215, we get objective [[-0.20342885]] and constraints [[-0.71716897 4.17152394]].
Obj mean and sd ranges: 1.0391972125984938 and 0.0042241164436868095
Constrs mean and sd ranges: [0.04281508 0.98144942] and [0.0002094 0.00463605]
For the problem WO, in step 216, we get objective [[-7.65153121]] and constraints [[ 0.22543418 -6.32621013]].
Obj mean and sd ranges: 3.1507997288929337 and 0.9637946139307965
Constrs mean and sd ranges: [0.1727709 4.5396408] and [0.04755056 1.05780229]
For the problem WO, in step 217, we get objective [[0.80252205]] and constraints [[0.73573252 3.28725262]].
Obj mean and sd ranges: 2.8590310056981485 and 0.9636118324867871
Constrs mean and sd ranges: [0.09942809 2.95007045] and [0.0475415 1.05760168]
For the problem WO, in step 218, we get objective [[-2.72201995]] and constraints [[-0.14566204 -1.8187253 ]].
Obj mean and sd ranges: 0.008042320042039615 and 0.0004274577895081455
Constrs mean and sd ranges: [0.01838841 0.14776297] and [2.11903852e-05 4.69143378e-04]
For the problem WO, in step 219, we get objective [[-4.94815124]] and constraints [[ 0.41460621 -9.68905975]].
Obj mean and sd ranges: 10.314378373566344 and 0.963758752825582
Constrs mean and sd ranges: [0.74374316 4.51467444] and [0.04754878 1.05776293]
For the problem WO, in step 220, we get objective [[19.42515999]] and constraints [[0.68892245 5.00637966]].
Obj mean and sd ranges: 0.2564300523355748 and 0.0008331078426729865
Constrs mean and sd ranges: [0.02103179 0.44421518] and [4.12996904e-05 9.14352334e-04]
For the problem WO, in step 221, we get objective [[6.03735912]] and constraints [[ 0.39694402 -9.31175453]].
Obj mean and sd ranges: 1.1479080002108293 and 0.06588390207226014
Constrs mean and sd ranges: [0.05038178 2.23982538] and [0.00326606 0.07230889]
For the problem WO, in step 222, we get objective [[-3.27067726]] and constraints [[ 0.03046015 -4.05514454]].
Obj mean and sd ranges: 1.973878973982932 and 0.036385353694480926
Constrs mean and sd ranges: [0.23302217 2.698769 ] and [0.00180373 0.03993365]
For the problem WO, in step 223, we get objective [[8.36640029]] and constraints [[-0.74018057 4.14872831]].
Obj mean and sd ranges: 1.046637270911614 and 0.010840294282458474
Constrs mean and sd ranges: [0.02030245 0.74560347] and [0.00053739 0.01189744]
For the problem WO, in step 224, we get objective [[-7.35465454]] and constraints [[ 0.14830808 -5.66914312]].
Obj mean and sd ranges: 5.955962273290211 and 0.9632149644350202
Constrs mean and sd ranges: [1.2309971 1.33741031] and [0.04752183 1.05716611]
For the problem WO, in step 225, we get objective [[10.04825096]] and constraints [[0.60967104 5.44341161]].
Obj mean and sd ranges: 2.098516495673586 and 0.13223821405673442
Constrs mean and sd ranges: [0.75729988 2.56430229] and [0.00655544 0.14513406]
For the problem WO, in step 226, we get objective [[-6.7877114]] and constraints [[ 0.06821264 -4.50316086]].
Obj mean and sd ranges: 5.707835722531218 and 0.9638264366011368
Constrs mean and sd ranges: [0.0868679 1.21414193] and [0.04755214 1.05783722]
For the problem WO, in step 227, we get objective [[-5.01234693]] and constraints [[0.19739342 2.331845 ]].
Obj mean and sd ranges: 3.272629752300669 and 0.18272783418761107
Constrs mean and sd ranges: [0.45509905 2.64126553] and [0.00905841 0.20054741]
For the problem WO, in step 228, we get objective [[-8.43037808]] and constraints [[ 0.231464 -6.4336847]].
Obj mean and sd ranges: 1.3112551320797883 and 0.3253956199338428
Constrs mean and sd ranges: [0.56285216 3.50973402] and [0.01613075 0.35712813]
For the problem WO, in step 229, we get objective [[-1.19838389]] and constraints [[-0.71968833 4.13660543]].
Obj mean and sd ranges: 1.908122671307194 and 0.27923185994583277
Constrs mean and sd ranges: [0.66604233 4.8692174 ] and [0.01384233 0.30646249]
For the problem WO, in step 230, we get objective [[-1.43613756]] and constraints [[ 0.20582561 -6.37511726]].
Obj mean and sd ranges: 0.38262323941628007 and 0.002448967789626222
Constrs mean and sd ranges: [0.00781379 0.10984045] and [0.0001214 0.00268779]
For the problem WO, in step 231, we get objective [[-4.03519003]] and constraints [[-0.09509183 -1.23714014]].
Obj mean and sd ranges: 0.011236268889774616 and 2.544436476625833e-06
Constrs mean and sd ranges: [0.00102613 0.00886486] and [1.26135477e-07 2.79256936e-06]
For the problem WO, in step 232, we get objective [[-6.35358468]] and constraints [[-0.06824505 -2.51525759]].
Obj mean and sd ranges: 0.32677571585398274 and 0.21076818658309093
Constrs mean and sd ranges: [0.56236468 3.30215606] and [0.01044842 0.23132225]
For the problem WO, in step 233, we get objective [[-0.02484492]] and constraints [[-0.73010691 4.07756288]].
Obj mean and sd ranges: 3.4621233596431336 and 0.20060723207495856
Constrs mean and sd ranges: [0.06973975 3.9969189 ] and [0.00994469 0.2201704 ]
For the problem WO, in step 234, we get objective [[4.73854845]] and constraints [[ 0.09547104 -4.87362014]].
Obj mean and sd ranges: 0.22185446246172186 and 0.004969642654252593
Constrs mean and sd ranges: [0.10951603 0.74031012] and [0.00024636 0.00545428]
For the problem WO, in step 235, we get objective [[2.65873285]] and constraints [[-0.72124425 4.15906332]].
Obj mean and sd ranges: 0.31030329868527906 and 0.006438924325347872
Constrs mean and sd ranges: [0.09128085 0.53184366] and [0.0003192 0.00706685]
For the problem WO, in step 236, we get objective [[0.54635877]] and constraints [[-0.06921759 -2.49954573]].
Obj mean and sd ranges: 5.083767169833886 and 0.9638264003123012
Constrs mean and sd ranges: [0.26585947 3.45787267] and [0.04755214 1.05783718]
For the problem WO, in step 237, we get objective [[-5.16610603]] and constraints [[ 0.00461478 -3.6850282 ]].
Obj mean and sd ranges: 0.191352174962545 and 0.022488533297588154
Constrs mean and sd ranges: [0.10089069 0.77088562] and [0.00111482 0.02468161]
For the problem WO, in step 238, we get objective [[0.27183359]] and constraints [[-0.72493009 4.12690278]].
Obj mean and sd ranges: 1.7686791187715496 and 0.1780775577710103
Constrs mean and sd ranges: [0.03811523 2.19990235] and [0.00882781 0.19544364]
For the problem WO, in step 239, we get objective [[-3.90886952]] and constraints [[ 0.08406483 -4.47055816]].
Obj mean and sd ranges: 0.21948917864480447 and 0.003292054967047653
Constrs mean and sd ranges: [0.03390546 0.834999 ] and [0.0001632 0.0036131]
For the problem WO, in step 240, we get objective [[5.99665553]] and constraints [[-0.72491763 4.14302249]].
Obj mean and sd ranges: 2.8375240502247587 and 0.08037871615273995
Constrs mean and sd ranges: [0.27819586 0.99315997] and [0.00398462 0.08821723]
For the problem WO, in step 241, we get objective [[-5.13552092]] and constraints [[-0.24058359 -0.73341326]].
Obj mean and sd ranges: 1.1356048283020372 and 0.0034720501002807325
Constrs mean and sd ranges: [0.15536382 1.0121783 ] and [0.00017212 0.00381064]
For the problem WO, in step 242, we get objective [[-7.28150068]] and constraints [[ 0.73309928 -13.0876714 ]].
Obj mean and sd ranges: 0.02651237507926034 and 0.0010789720257128321
Constrs mean and sd ranges: [0.01381392 0.22639237] and [5.34879298e-05 1.18419314e-03]
For the problem WO, in step 243, we get objective [[4.44147496]] and constraints [[-0.72631689 4.14046419]].
Obj mean and sd ranges: 1.5060580828654564 and 0.333747804522469
Constrs mean and sd ranges: [0.48000177 2.76611009] and [0.01654477 0.36629482]
For the problem WO, in step 244, we get objective [[-0.02384216]] and constraints [[ 0.150975 -5.5738263]].
Obj mean and sd ranges: 1.8879475412067024 and 0.03888947329500836
Constrs mean and sd ranges: [0.25389646 1.40630736] and [0.00192787 0.04268197]
For the problem WO, in step 245, we get objective [[5.1465788]] and constraints [[-0.72666647 4.09744999]].
Obj mean and sd ranges: 0.5022668401287831 and 0.0003446087392019459
Constrs mean and sd ranges: [0.01161194 0.42137222] and [1.70833059e-05 3.78214907e-04]
For the problem WO, in step 246, we get objective [[-0.29977265]] and constraints [[ 0.28884952 -7.58571691]].
Obj mean and sd ranges: 1.7084011056515906 and 0.9638243551596652
Constrs mean and sd ranges: [0.52789913 2.57931185] and [0.04755204 1.05783493]
For the problem WO, in step 247, we get objective [[1.67409342]] and constraints [[0.03826 3.99200874]].
Obj mean and sd ranges: 2.904658158154215 and 0.3541181157915687
Constrs mean and sd ranges: [0.55840973 3.29941865] and [0.01755459 0.38865164]
For the problem WO, in step 248, we get objective [[1.50046956]] and constraints [[ 0.19789861 -6.4849678 ]].
Obj mean and sd ranges: 0.005421367073442836 and 7.165331075698056e-06
Constrs mean and sd ranges: [0.00179786 0.02513311] and [3.55207469e-07 7.86409257e-06]
For the problem WO, in step 249, we get objective [[0.36098194]] and constraints [[-0.27009516 -0.3213325 ]].
Obj mean and sd ranges: 4.35794212321888 and 0.18524052535007318
Constrs mean and sd ranges: [0.21358007 4.41608778] and [0.00918291 0.20330514]
For the problem WO, in step 250, we get objective [[-7.95955786]] and constraints [[ 0.21110971 -6.41132007]].
Obj mean and sd ranges: 2.1637781403388083 and 0.04233257133575741
Constrs mean and sd ranges: [0.53603784 2.59919195] and [0.00209856 0.04646083]
For the problem WO, in step 251, we get objective [[6.22669658]] and constraints [[-0.72943893 4.05981107]].
Obj mean and sd ranges: 1.3448967172211006 and 0.9638266206413286
Constrs mean and sd ranges: [0.71333812 4.08574022] and [0.04755215 1.05783742]
For the problem WO, in step 252, we get objective [[-1.23336855]] and constraints [[ 0.36887844 -8.76980704]].
Obj mean and sd ranges: 0.8656628382771611 and 0.004315103558311106
Constrs mean and sd ranges: [0.15018619 0.24637468] and [0.00021391 0.00473591]
For the problem WO, in step 253, we get objective [[-5.6074563]] and constraints [[-0.73114354 4.20892152]].
Obj mean and sd ranges: 0.7774021182274726 and 0.0445825928162904
Constrs mean and sd ranges: [0.02355877 1.65998913] and [0.00221009 0.04893028]
For the problem WO, in step 254, we get objective [[3.16783293]] and constraints [[ 0.06411326 -4.40344239]].
Obj mean and sd ranges: 1.3452294763533112 and 0.08719408899560932
Constrs mean and sd ranges: [0.04478725 0.56002465] and [0.00432246 0.09569724]
For the problem WO, in step 255, we get objective [[-3.25157206]] and constraints [[-0.11051944 -1.58187001]].
Obj mean and sd ranges: 5.735521660069808 and 0.04213559220903429
Constrs mean and sd ranges: [0.09459087 3.86585513] and [0.00208879 0.04624465]
For the problem WO, in step 256, we get objective [[12.43700049]] and constraints [[0.69520943 4.84140407]].
Obj mean and sd ranges: 0.107545616178356 and 0.003306262177237951
Constrs mean and sd ranges: [0.01125667 0.4322461 ] and [0.0001639 0.00362869]
For the problem WO, in step 257, we get objective [[-0.57858065]] and constraints [[ 0.1266255 -5.22511373]].
Obj mean and sd ranges: 0.10538951318329025 and 0.00015074547193627552
Constrs mean and sd ranges: [0.01268916 0.17002002] and [7.47272624e-06 1.65446138e-04]
For the problem WO, in step 258, we get objective [[-1.22736554]] and constraints [[-0.25998042 -0.33704976]].
Obj mean and sd ranges: 0.024086015055657793 and 0.0002626522665855058
Constrs mean and sd ranges: [0.00197439 0.11270623] and [1.30204731e-05 2.88266057e-04]
For the problem WO, in step 259, we get objective [[11.11267174]] and constraints [[0.14848782 8.02270303]].
Obj mean and sd ranges: 3.206792808471762 and 0.2185863832860211
Constrs mean and sd ranges: [0.1722553 4.64047745] and [0.01083596 0.23990288]
For the problem WO, in step 260, we get objective [[-4.04500896]] and constraints [[ 0.17808156 -5.51972631]].
Obj mean and sd ranges: 0.5669122147234016 and 0.027729638757575392
Constrs mean and sd ranges: [0.07254673 0.87335085] and [0.00137464 0.03043383]
For the problem WO, in step 261, we get objective [[-3.60781134]] and constraints [[-0.06641785 -2.31905584]].
Obj mean and sd ranges: 1.9335617808260173 and 0.0778349164159351
Constrs mean and sd ranges: [0.39500766 2.04000473] and [0.00385849 0.08542536]
For the problem WO, in step 262, we get objective [[-6.90005554]] and constraints [[ 0.07914391 -4.41208888]].
Obj mean and sd ranges: 0.47856674914804226 and 0.0013058805190829803
Constrs mean and sd ranges: [0.08300514 0.14362154] and [6.47364759e-05 1.43322970e-03]
For the problem WO, in step 263, we get objective [[-3.43451627]] and constraints [[-0.72781653 4.22635443]].
Obj mean and sd ranges: 11.415561312772283 and 0.9403996698066863
Constrs mean and sd ranges: [1.57181892 5.86197496] and [0.0463908 1.03212588]
For the problem WO, in step 264, we get objective [[5.61189664]] and constraints [[ 0.37873672 -8.73697819]].
Obj mean and sd ranges: 0.029492667619173053 and 4.040264596782972e-05
Constrs mean and sd ranges: [0.00271453 0.05486355] and [2.00288024e-06 4.43427030e-05]
For the problem WO, in step 265, we get objective [[22.76063634]] and constraints [[0.17653973 7.9007853 ]].
Obj mean and sd ranges: 0.4002768845663838 and 0.006569353558529389
Constrs mean and sd ranges: [0.01476087 0.74270605] and [0.00032566 0.00721 ]
For the problem WO, in step 266, we get objective [[3.24602972]] and constraints [[ 0.09295514 -4.81304186]].
Obj mean and sd ranges: 0.3067883164095467 and 0.0048275648402096305
Constrs mean and sd ranges: [0.0082398 0.47764302] and [0.00023932 0.00529835]
For the problem WO, in step 267, we get objective [[1.06762588]] and constraints [[ 0.07425793 -4.42338547]].
Obj mean and sd ranges: 2.6495601075647706 and 0.203743850785021
Constrs mean and sd ranges: [0.6145966 5.46834579] and [0.01010017 0.22361291]
For the problem WO, in step 268, we get objective [[-3.51971653]] and constraints [[-0.70261023 4.22591838]].
Obj mean and sd ranges: 0.805497362492646 and 0.0291770165129156
Constrs mean and sd ranges: [0.37179635 2.09919353] and [0.0014464 0.03202235]
For the problem WO, in step 269, we get objective [[-4.55264339]] and constraints [[ 0.57962323 -9.00931812]].
Obj mean and sd ranges: 2.307706350950908 and 0.06815800145777628
Constrs mean and sd ranges: [0.49368115 2.92838129] and [0.0033788 0.07480475]
For the problem WO, in step 270, we get objective [[7.05047521]] and constraints [[-0.73271787 4.15512643]].
Obj mean and sd ranges: 4.792733698758918 and 0.022482565524118425
Constrs mean and sd ranges: [0.03297972 1.77256251] and [0.00111453 0.02467506]
For the problem WO, in step 271, we get objective [[4.44502735]] and constraints [[ 0.15675104 -6.01606755]].
Obj mean and sd ranges: 4.983396452166568 and 0.101233691243646
Constrs mean and sd ranges: [0.55051889 0.28924833] and [0.00501846 0.11110598]
For the problem WO, in step 272, we get objective [[6.54181834]] and constraints [[-0.7257715 4.07766765]].
Obj mean and sd ranges: 2.238854783254137 and 0.9632315485163914
Constrs mean and sd ranges: [0.80827545 5.96893019] and [0.04752265 1.05718432]
For the problem WO, in step 273, we get objective [[-0.17611011]] and constraints [[ 0.3592891 -8.82887184]].
Obj mean and sd ranges: 0.16323848761281962 and 0.005912470065958297
Constrs mean and sd ranges: [0.00528247 0.06894928] and [0.0002931 0.00648905]
For the problem WO, in step 274, we get objective [[-0.96723388]] and constraints [[-0.09411203 -1.26993279]].
Obj mean and sd ranges: 4.103275046582948 and 0.13714696911620727
Constrs mean and sd ranges: [0.1868966 4.00243071] and [0.00679881 0.15052151]
For the problem WO, in step 275, we get objective [[-7.31494956]] and constraints [[ 0.22072964 -6.48185694]].
Obj mean and sd ranges: 0.8187763330560097 and 0.026713487324531826
Constrs mean and sd ranges: [0.24966015 2.33041168] and [0.00132427 0.02931858]
For the problem WO, in step 276, we get objective [[3.31255858]] and constraints [[-0.74425679 4.15716105]].
Obj mean and sd ranges: 1.6699772099538939 and 0.17777224465017016
Constrs mean and sd ranges: [0.68723079 8.3421782 ] and [0.00881269 0.19510855]
For the problem WO, in step 277, we get objective [[-0.41782062]] and constraints [[ 0.4021215 -9.16047995]].
Obj mean and sd ranges: 1.758292402752056 and 0.172112496862599
Constrs mean and sd ranges: [0.37957106 5.96477923] and [0.00853212 0.18889687]
For the problem WO, in step 278, we get objective [[-0.87519503]] and constraints [[-0.71230773 4.06998058]].
Obj mean and sd ranges: 0.27645173972688797 and 0.04335060739588226
Constrs mean and sd ranges: [0.1667274 3.15551968] and [0.00214902 0.04757815]
For the problem WO, in step 279, we get objective [[-0.42586505]] and constraints [[ 0.43686754 -9.89286543]].
Obj mean and sd ranges: 2.6075055074724665 and 0.06741411528460461
Constrs mean and sd ranges: [0.51212605 7.09510743] and [0.00334192 0.07398832]
For the problem WO, in step 280, we get objective [[-7.52055418]] and constraints [[-0.63421253 3.17059115]].
Obj mean and sd ranges: 0.18488056815209802 and 0.010527770921935464
Constrs mean and sd ranges: [0.04281743 0.1195396 ] and [0.00052189 0.01155444]
For the problem WO, in step 281, we get objective [[-1.4619864]] and constraints [[-0.1999045 -1.01865669]].
Obj mean and sd ranges: 2.1950408101658025 and 0.12241126315872486
Constrs mean and sd ranges: [0.11851682 3.72918798] and [0.00606828 0.13434878]
For the problem WO, in step 282, we get objective [[-3.1956787]] and constraints [[ 0.2336302 -6.82604553]].
Obj mean and sd ranges: 4.604820813616816 and 0.1585353669637093
Constrs mean and sd ranges: [0.48764427 6.21080615] and [0.0078591 0.1739957]
For the problem WO, in step 283, we get objective [[-4.79042079]] and constraints [[-0.73046015 4.16556006]].
Obj mean and sd ranges: 1.0548321077376515 and 0.021615741882373585
Constrs mean and sd ranges: [0.17624511 0.77860451] and [0.00107156 0.0237237 ]
For the problem WO, in step 284, we get objective [[-5.72532978]] and constraints [[-0.39167709 1.13135605]].
Obj mean and sd ranges: 4.016715623731893 and 0.2670211336014353
Constrs mean and sd ranges: [0.49897142 9.13775098] and [0.013237 0.29306098]
For the problem WO, in step 285, we get objective [[-4.39997664]] and constraints [[ 0.44072708 -10.00979936]].
Obj mean and sd ranges: 0.09851634110485144 and 2.7296824915423734e-05
Constrs mean and sd ranges: [0.00919709 0.08958394] and [1.35318645e-06 2.99588052e-05]
For the problem WO, in step 286, we get objective [[9.72462738]] and constraints [[ 0.68144491 -13.94092759]].
Obj mean and sd ranges: 0.13077145353202976 and 0.05188860195141565
Constrs mean and sd ranges: [0.08659794 0.17139573] and [0.00257227 0.05694877]
For the problem WO, in step 287, we get objective [[0.23428437]] and constraints [[-0.27482149 -0.33692858]].
Obj mean and sd ranges: 8.607358334262468 and 0.9599181698482492
Constrs mean and sd ranges: [1.18568298 6.06677832] and [0.0473584 1.05354782]
For the problem WO, in step 288, we get objective [[4.68674904]] and constraints [[-0.72583834 4.12765369]].
Obj mean and sd ranges: 4.004778846009061 and 0.9637668793141185
Constrs mean and sd ranges: [0.18855428 4.12132818] and [0.04754919 1.05777185]
For the problem WO, in step 289, we get objective [[-4.05439266]] and constraints [[ 0.19443739 -4.96326639]].
Obj mean and sd ranges: 0.3080923963978355 and 0.24470643277170268
Constrs mean and sd ranges: [0.56719577 2.9950594 ] and [0.01213082 0.26857015]
For the problem WO, in step 290, we get objective [[0.29043134]] and constraints [[-0.71867537 4.16545454]].
Obj mean and sd ranges: 1.1479558112579369 and 0.05477220289730789
Constrs mean and sd ranges: [0.50757027 1.45148649] and [0.00271522 0.06011358]
For the problem WO, in step 291, we get objective [[-5.48415071]] and constraints [[ 0.21021875 -6.54459408]].
Obj mean and sd ranges: 1.2889014814862394 and 0.07317352281940326
Constrs mean and sd ranges: [0.04377214 2.18500448] and [0.00362743 0.08030939]
For the problem WO, in step 292, we get objective [[7.04562373]] and constraints [[ 1.23054701 -0.43288236]].
Obj mean and sd ranges: 1.8119088649117918 and 0.08074056588817091
Constrs mean and sd ranges: [0.33507276 2.04588866] and [0.00400255 0.08861437]
For the problem WO, in step 293, we get objective [[-3.8185068]] and constraints [[-0.72294116 4.29805977]].
Obj mean and sd ranges: 1.4578908717167218 and 0.0164734051223705
Constrs mean and sd ranges: [0.371443 1.17686314] and [0.00081664 0.01807989]
For the problem WO, in step 294, we get objective [[3.78427292]] and constraints [[ 0.32092794 -8.05802505]].
Obj mean and sd ranges: 3.2365962249007345 and 0.16855076044759298
Constrs mean and sd ranges: [1.1413834 4.15673385] and [0.00835555 0.18498779]
For the problem WO, in step 295, we get objective [[1.30721177]] and constraints [[-0.40255754 1.15699592]].
Obj mean and sd ranges: 7.985004045726597 and 0.16853992231765424
Constrs mean and sd ranges: [0.10996201 7.38860088] and [0.00835502 0.1849759 ]
For the problem WO, in step 296, we get objective [[0.79376525]] and constraints [[ 0.10979332 -4.83390401]].
Obj mean and sd ranges: 0.3694329232232286 and 0.0011339743044359585
Constrs mean and sd ranges: [0.0107676 0.38037489] and [5.62140525e-05 1.24455923e-03]
For the problem WO, in step 297, we get objective [[1.84354618]] and constraints [[ 0.68166594 -14.04719896]].
Obj mean and sd ranges: 2.008576633494968 and 0.96349433808734
Constrs mean and sd ranges: [0.335543 7.82531743] and [0.04753568 1.05747273]
For the problem WO, in step 298, we get objective [[18.47480543]] and constraints [[0.17358476 8.00688819]].
Obj mean and sd ranges: 0.8441905329839785 and 0.16409597345536397
Constrs mean and sd ranges: [0.21669659 4.78497352] and [0.00813472 0.18009858]
For the problem WO, in step 299, we get objective [[-0.63125268]] and constraints [[ 0.36301509 -8.33817817]].
Config got.
[[-0.71840324 4.14552004]]
[[0. 4.14552004]]
For the problem WO, in step 0, we get objective [[2.27742908]] and constraints [[-0.71840324 4.14552004]].
[[-0.71382179 4.09238084]]
[[0. 4.09238084]]
For the problem WO, in step 1, we get objective [[1.82133557]] and constraints [[-0.71382179 4.09238084]].
[[-0.73440866 4.10497139]]
[[0. 4.10497139]]
For the problem WO, in step 2, we get objective [[2.97054054]] and constraints [[-0.73440866 4.10497139]].
[[-0.72585849 4.03183126]]
[[0. 4.03183126]]
For the problem WO, in step 3, we get objective [[7.01581695]] and constraints [[-0.72585849 4.03183126]].
[[-0.72100557 4.10512727]]
[[0. 4.10512727]]
For the problem WO, in step 4, we get objective [[4.23304044]] and constraints [[-0.72100557 4.10512727]].
[[-0.71891041 4.0990737 ]]
[[0. 4.0990737]]
For the problem WO, in step 5, we get objective [[7.94887632]] and constraints [[-0.71891041 4.0990737 ]].
[[-0.08683291 -1.19423031]]
[[0. 0.]]
For the problem WO, in step 6, we get objective [[-0.16689325]] and constraints [[-0.08683291 -1.19423031]].
[[-0.72599129 4.13527369]]
[[0. 4.13527369]]
For the problem WO, in step 7, we get objective [[7.56304028]] and constraints [[-0.72599129 4.13527369]].
[[-0.71471433 4.20599795]]
[[0. 4.20599795]]
For the problem WO, in step 8, we get objective [[-0.85863609]] and constraints [[-0.71471433 4.20599795]].
[[-0.7132269 4.12385844]]
[[0. 4.12385844]]
For the problem WO, in step 9, we get objective [[-0.00309888]] and constraints [[-0.7132269 4.12385844]].
[[-0.72835475 4.13387802]]
[[0. 4.13387802]]
For the problem WO, in step 10, we get objective [[5.58717004]] and constraints [[-0.72835475 4.13387802]].
[[-0.07012207 -1.37547669]]
[[0. 0.]]
For the problem WO, in step 11, we get objective [[-4.85482484]] and constraints [[-0.07012207 -1.37547669]].
[[-0.73274242 4.19048402]]
[[0. 4.19048402]]
For the problem WO, in step 12, we get objective [[2.5452743]] and constraints [[-0.73274242 4.19048402]].
[[0.29697863 5.89057009]]
[[0.29697863 5.89057009]]
For the problem WO, in step 13, we get objective [[17.72083797]] and constraints [[0.29697863 5.89057009]].
[[-0.70942066 4.15653915]]
[[0. 4.15653915]]
For the problem WO, in step 14, we get objective [[-5.53586854]] and constraints [[-0.70942066 4.15653915]].
[[ 0.07524355 -4.5002562 ]]
[[0.07524355 0. ]]
For the problem WO, in step 15, we get objective [[0.14325895]] and constraints [[ 0.07524355 -4.5002562 ]].
[[-0.71935069 4.14925941]]
[[0. 4.14925941]]
For the problem WO, in step 16, we get objective [[-3.11839466]] and constraints [[-0.71935069 4.14925941]].
[[-0.73203493 4.1674118 ]]
[[0. 4.1674118]]
For the problem WO, in step 17, we get objective [[1.63735939]] and constraints [[-0.73203493 4.1674118 ]].
[[-0.08388957 -1.33528505]]
[[0. 0.]]
For the problem WO, in step 18, we get objective [[-1.09888663]] and constraints [[-0.08388957 -1.33528505]].
[[-0.72153687 3.98874049]]
[[0. 3.98874049]]
For the problem WO, in step 19, we get objective [[-2.04624693]] and constraints [[-0.72153687 3.98874049]].
[[-0.72505769 4.18541924]]
[[0. 4.18541924]]
For the problem WO, in step 20, we get objective [[1.69585891]] and constraints [[-0.72505769 4.18541924]].
[[-0.73047897 4.14893139]]
[[0. 4.14893139]]
For the problem WO, in step 21, we get objective [[-3.64417951]] and constraints [[-0.73047897 4.14893139]].
[[0.28073006 4.93155307]]
[[0.28073006 4.93155307]]
For the problem WO, in step 22, we get objective [[5.4540777]] and constraints [[0.28073006 4.93155307]].
[[0.57808776 4.58156064]]
[[0.57808776 4.58156064]]
For the problem WO, in step 23, we get objective [[2.3326927]] and constraints [[0.57808776 4.58156064]].
[[-0.07978403 -1.12666455]]
[[0. 0.]]
For the problem WO, in step 24, we get objective [[1.17898352]] and constraints [[-0.07978403 -1.12666455]].
[[0.03629909 2.91305905]]
[[0.03629909 2.91305905]]
For the problem WO, in step 25, we get objective [[6.16916629]] and constraints [[0.03629909 2.91305905]].
[[ 1.22715647 -0.50300233]]
[[1.22715647 0. ]]
For the problem WO, in step 26, we get objective [[2.97098898]] and constraints [[ 1.22715647 -0.50300233]].
[[-0.71738757 4.07251547]]
[[0. 4.07251547]]
For the problem WO, in step 27, we get objective [[6.25234344]] and constraints [[-0.71738757 4.07251547]].
[[-0.7216891 4.23782186]]
[[0. 4.23782186]]
For the problem WO, in step 28, we get objective [[-3.08848878]] and constraints [[-0.7216891 4.23782186]].
[[-0.7108805 4.11908585]]
[[0. 4.11908585]]
For the problem WO, in step 29, we get objective [[0.56928721]] and constraints [[-0.7108805 4.11908585]].
[[-0.7212334 4.11526284]]
[[0. 4.11526284]]
For the problem WO, in step 30, we get objective [[-0.81134712]] and constraints [[-0.7212334 4.11526284]].
[[-0.71921043 4.19061778]]