{ "options": { "number_of_individuals": { "Custom": 92 }, "number_of_partitions": { "OneLayer": 12 }, "crossover_operator_options": { "distribution_index": 30.0, "crossover_probability": 1.0, "variable_probability": 0.5 }, "mutation_operator_options": { "index_parameter": 20.0, "variable_probability": 0.08333333333333333 }, "seed": 1, "stopping_condition": { "MaxGeneration": 400 }, "parallel": null, "export_history": null }, "problem": { "objectives": { "f3": { "name": "f3", "direction": "Minimise" }, "f2": { "name": "f2", "direction": "Minimise" }, "f1": { "name": "f1", "direction": "Minimise" } }, "constraints": { "g": { "name": "g", "operator": "GreaterOrEqualTo", "target": 0.0 } }, "variables": { "x8": { "name": "x8", "min_value": 0.0, "max_value": 1.0 }, "x3": { "name": "x3", "min_value": 0.0, "max_value": 1.0 }, "x1": { "name": "x1", "min_value": 0.0, "max_value": 1.0 }, "x9": { "name": "x9", "min_value": 0.0, "max_value": 1.0 }, "x6": { "name": "x6", "min_value": 0.0, "max_value": 1.0 }, "x4": { "name": "x4", "min_value": 0.0, "max_value": 1.0 }, "x10": { "name": "x10", "min_value": 0.0, "max_value": 1.0 }, "x11": { "name": "x11", "min_value": 0.0, "max_value": 1.0 }, "x5": { "name": "x5", "min_value": 0.0, "max_value": 1.0 }, "x2": { "name": "x2", "min_value": 0.0, "max_value": 1.0 }, "x7": { "name": "x7", "min_value": 0.0, "max_value": 1.0 }, "x12": { "name": "x12", "min_value": 0.0, "max_value": 1.0 } }, "constraint_names": [ "g" ], "variable_names": [ "x1", "x2", "x3", "x4", "x5", "x6", "x7", "x8", "x9", "x10", "x11", "x12" ], "objective_names": [ "f1", "f2", "f3" ], "number_of_objectives": 3, "number_of_constraints": 1, "number_of_variables": 12 }, "individuals": [ { "constraint_values": { "g": 0.0027866915826981337 }, "objective_values": { "f1": 0.9834422065254328, "f3": 0.19601615751167956, "f2": 0.0004911558996653398 }, "constraint_violation": 0.0, "variable_values": { "x2": 0.00031794398183285395, "x3": 0.4940515604175603, "x6": 0.5009320582480162, "x10": 0.4962563240691341, "x1": 0.12524738944518363, "x5": 0.4981068541899749, "x12": 0.4483477296266051, "x8": 0.5010458954584405, "x7": 0.5065380736198353, "x4": 0.5007296024515898, "x11": 0.500856040914777, "x9": 0.4955528276802735 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "distance": 0.000657903833743833, "reference_point_index": 85, "normalised_objectives": [ 0.980414810645999, 0.0004911314338746418, 0.19563654028399094 ], "reference_point": [ 0.8333333333333334, 0.0, 0.16666666666666666 ] } }, { "constraint_values": { "g": 0.000023771695942739757 }, "objective_values": { "f2": 0.496610954823416, "f1": 0.12339257033268175, "f3": 0.8591852984618908 }, "constraint_violation": 0.0, "variable_values": { "x6": 0.5007429677406975, "x11": 0.5028705643217917, "x12": 0.4967704436595842, "x5": 0.5008310663281768, "x9": 0.5008005522084246, "x3": 0.4991197350611343, "x8": 0.4992903266801149, "x4": 0.5006187321405503, "x1": 0.6580327109672701, "x10": 0.5008618641596003, "x7": 0.49909787792266763, "x2": 0.8449592281728748 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 17, "normalised_objectives": [ 0.12301272252953661, 0.49658628736754895, 0.8575214128210638 ], "distance": 0.005708828094317018, "rank": 1, "reference_point": [ 0.08333333333333333, 0.3333333333333333, 0.5833333333333334 ] } }, { "constraint_values": { "g": 0.000015551755300372577 }, "objective_values": { "f1": 0.2161940970217321, "f2": 0.10820565119537975, "f3": 0.9703518708256298 }, "constraint_violation": 0.0, "variable_values": { "x6": 0.49799758020150886, "x8": 0.5019330415813203, "x9": 0.5005868684394932, "x4": 0.4995353236730948, "x1": 0.8445525155157008, "x5": 0.5009928813819688, "x10": 0.5009575833936395, "x11": 0.49945453408096063, "x7": 0.49831384953210855, "x12": 0.5014218654862042, "x2": 0.2954230229432235, "x3": 0.4995757777500962 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "distance": 0.0006565663484225856, "normalised_objectives": [ 0.21552857209819437, 0.10820027639435871, 0.9684727041823136 ], "reference_point": [ 0.16666666666666666, 0.08333333333333333, 0.75 ], "reference_point_index": 26 } }, { "constraint_values": { "g": 0.0001441192429546919 }, "objective_values": { "f2": 0.6353745199893687, "f1": 0.1265594938270026, "f3": 0.7619515556298825 }, "constraint_violation": 0.0, "variable_values": { "x1": 0.551409260790691, "x7": 0.4990701084863775, "x8": 0.5020968027595959, "x2": 0.874830718984523, "x9": 0.4995627139076138, "x12": 0.5041306815026776, "x4": 0.5036252697740985, "x10": 0.5004036212489543, "x11": 0.49989286678691197, "x6": 0.4994234127355663, "x3": 0.48974486284366003, "x5": 0.49833058256568924 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.12616989707234083, 0.6353429599459315, 0.7604759691979592 ], "rank": 1, "reference_point": [ 0.08333333333333333, 0.4166666666666667, 0.5 ], "distance": 0.0014244485022520262, "reference_point_index": 18 } }, { "constraint_values": { "g": 0.00005811292254718126 }, "objective_values": { "f2": 0.23633370970580145, "f3": 0.23602857545773873, "f1": 0.9426309555951845 }, "constraint_violation": 0.0, "variable_values": { "x2": 0.15638786057206733, "x8": 0.5021333906357712, "x5": 0.5020341507319076, "x3": 0.4937742259438561, "x10": 0.5012896599426153, "x7": 0.4994945010102794, "x1": 0.15168280928707595, "x9": 0.5006383741121919, "x12": 0.5010093016316796, "x6": 0.49900231328163525, "x4": 0.49981133197578304, "x11": 0.5025075082144879 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 78, "reference_point": [ 0.6666666666666666, 0.16666666666666666, 0.16666666666666666 ], "normalised_objectives": [ 0.9397291917076083, 0.23632197059825358, 0.23557147168653 ], "distance": 0.001452946819254441, "rank": 1 } }, { "constraint_values": { "g": 0.00006980726590045722 }, "objective_values": { "f1": 0.40861406169761233, "f2": 0.40994163956945273, "f3": 0.815550133428316 }, "constraint_violation": 0.0, "variable_values": { "x8": 0.49755511319096296, "x2": 0.5010325034450593, "x6": 0.501932321573585, "x5": 0.49781681610104256, "x1": 0.6070684245933083, "x3": 0.4949112378596833, "x4": 0.5044425305683374, "x11": 0.4999740477064169, "x12": 0.5016474675826917, "x9": 0.5014838784446373, "x7": 0.5016530328534319, "x10": 0.49856862932502977 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.4073561975812202, 0.40992127710419557, 0.8139707500067483 ], "reference_point": [ 0.25, 0.25, 0.5 ], "distance": 0.002633367776523027, "rank": 1, "reference_point_index": 39 } }, { "constraint_values": { "g": 0.0000693732643898669 }, "objective_values": { "f3": 0.706360704489881, "f1": 0.000027022273516793216, "f2": 0.707950072931549 }, "constraint_violation": 0.0, "variable_values": { "x5": 0.5021211099754948, "x6": 0.49643398374279235, "x7": 0.4982192847204643, "x9": 0.5017083757685558, "x4": 0.4990610769190619, "x2": 0.9999757003858543, "x11": 0.5027266971460064, "x8": 0.5055752023535254, "x3": 0.5005224791801338, "x1": 0.4992845820779225, "x10": 0.5023261317332555, "x12": 0.5009924624662172 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.002066436894374541, "reference_point_index": 6, "normalised_objectives": [ 0.000026938853378904782, 0.7079149079551201, 0.7049927732092157 ], "rank": 1, "reference_point": [ 0.0, 0.5, 0.5 ] } }, { "constraint_values": { "g": 0.000046538732819801336 }, "objective_values": { "f2": 0.9965431007977684, "f3": 0.08363568546895685, "f1": 5.1158842490893995e-9 }, "constraint_violation": 0.0, "variable_values": { "x11": 0.4993425434099026, "x12": 0.5040464387417651, "x4": 0.5006091379368791, "x2": 0.9999999967318293, "x3": 0.4963503034762065, "x5": 0.5008371559969169, "x8": 0.5031621000447659, "x1": 0.053303913883603005, "x10": 0.5008039034651283, "x7": 0.49858165420444706, "x6": 0.49898770080743543, "x9": 0.5012880455467832 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 4.864462103009492e-9, 0.9964936009870169, 0.08347370003621464 ], "reference_point_index": 11, "distance": 0.007087400807167935, "reference_point": [ 0.0, 0.9166666666666666, 0.08333333333333333 ], "rank": 1 } }, { "constraint_values": { "g": 0.0000516889194414523 }, "objective_values": { "f1": 0.713365525141894, "f2": 0.560228059547221, "f3": 0.4211383731573419 }, "constraint_violation": 0.0, "variable_values": { "x1": 0.27672337318852125, "x7": 0.499287255384252, "x10": 0.49651638630483275, "x11": 0.5028621280143077, "x12": 0.5013018667259693, "x8": 0.4951434929074152, "x3": 0.49955701556043264, "x9": 0.501298063706605, "x6": 0.4990638168007232, "x2": 0.423818286438678, "x4": 0.49989286664301663, "x5": 0.4983255048058207 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.0076490752922168115, "rank": 1, "reference_point": [ 0.4166666666666667, 0.3333333333333333, 0.25 ], "normalised_objectives": [ 0.7111695242984638, 0.5602002321374803, 0.42032279271484624 ], "reference_point_index": 59 } }, { "constraint_values": { "g": 0.00004590737621688531 }, "objective_values": { "f2": 0.8014477186146958, "f3": 0.5345299915526379, "f1": 0.26842328385957365 }, "constraint_violation": 0.0, "variable_values": { "x1": 0.35900420804648814, "x9": 0.5014064143761475, "x10": 0.5008636293256582, "x2": 0.794256851317169, "x12": 0.49681462854720326, "x3": 0.49909744974642073, "x7": 0.4992885345398123, "x4": 0.4975514665312802, "x5": 0.5001771330831944, "x6": 0.4993113791251893, "x11": 0.5049683613028385, "x8": 0.49927154764577614 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.26759697835161433, 0.8014079094745796, 0.5334948211672039 ], "rank": 1, "reference_point_index": 31, "distance": 0.0008550288027000643, "reference_point": [ 0.16666666666666666, 0.5, 0.3333333333333333 ] } }, { "constraint_values": { "g": 0.00005978338981819652 }, "objective_values": { "f3": 0.3207307370209967, "f2": 0.9472335322842295, "f1": 4.862747134712848e-9 }, "constraint_violation": 0.0, "variable_values": { "x11": 0.49609903948076317, "x5": 0.5008364055922944, "x9": 0.5012220314688619, "x3": 0.4963841411141819, "x8": 0.49970145233580227, "x12": 0.5040831824293349, "x1": 0.20784402997324003, "x2": 0.9999999967318293, "x4": 0.5014775495397407, "x7": 0.4985634134384765, "x10": 0.5027257157002755, "x6": 0.4990723378800453 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.004155968055445536, "normalised_objectives": [ 4.612104237471615e-9, 0.9471864817512736, 0.32010960222979146 ], "rank": 1, "reference_point": [ 0.0, 0.75, 0.25 ], "reference_point_index": 9 } }, { "constraint_values": { "g": 0.00014268404349181374 }, "objective_values": { "f2": 0.5342053310970147, "f3": 0.26652582831975663, "f1": 0.8024176191433712 }, "constraint_violation": 0.0, "variable_values": { "x2": 0.3739275957545694, "x4": 0.4991382903204277, "x6": 0.5100401365943439, "x3": 0.5004099826211813, "x5": 0.49811992921527576, "x10": 0.5022295753827496, "x1": 0.17172641286832013, "x11": 0.5044885577036998, "x8": 0.49947892867460664, "x9": 0.4999453108220746, "x12": 0.501711028064172, "x7": 0.5030189609580281 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.0010461155690147115, "reference_point": [ 0.5, 0.3333333333333333, 0.16666666666666666 ], "rank": 1, "normalised_objectives": [ 0.799947483307911, 0.5341787962739443, 0.26600966471581494 ], "reference_point_index": 67 } }, { "constraint_values": { "g": 0.0000533626894043545 }, "objective_values": { "f3": 3.342395455924895e-6, "f1": 0.08688709860443743, "f2": 0.9962717301576496 }, "constraint_violation": 0.0, "variable_values": { "x3": 0.496024538069975, "x4": 0.5000222208588533, "x2": 0.9446190826316648, "x10": 0.4963563084193011, "x11": 0.5027097651922998, "x12": 0.5014078057542638, "x8": 0.5003604041703706, "x7": 0.4982163021025352, "x9": 0.5020688708269482, "x6": 0.4990420950080822, "x5": 0.5025391706281255, "x1": 2.1277214933761164e-6 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 24, "normalised_objectives": [ 0.08661962802625803, 0.9962222438262713, 3.3162124643288627e-6 ], "distance": 0.003929826370058593, "rank": 1, "reference_point": [ 0.08333333333333333, 0.9166666666666666, 0.0 ] } }, { "constraint_values": { "g": 0.00016090288398300722 }, "objective_values": { "f2": 1.929330565489951e-6, "f3": 0.8144273283411578, "f1": 0.5805428136710209 }, "constraint_violation": 0.0, "variable_values": { "x2": 2.115692342572905e-6, "x6": 0.4994731171699074, "x1": 0.605753794495089, "x8": 0.5097795992368468, "x9": 0.5008970515968292, "x7": 0.5050636836654555, "x11": 0.5026577156409554, "x12": 0.5039763437199838, "x5": 0.500572909644666, "x10": 0.49858538597203805, "x3": 0.49636309448881005, "x4": 0.4996714857874668 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.0015066598790969248, "rank": 1, "reference_point": [ 0.4166666666666667, 0.0, 0.5833333333333334 ], "normalised_objectives": [ 0.5787556898265961, 1.9291653681437955e-6, 0.8128501193016875 ], "reference_point_index": 55 } }, { "constraint_values": { "g": 0.001112653735434445 }, "objective_values": { "f3": 0.34900826484028397, "f2": 0.9311372857703611, "f1": 0.1157718946488434 }, "constraint_violation": 0.0, "variable_values": { "x4": 0.49718014428154855, "x3": 0.4669998806136913, "x2": 0.9212507383179314, "x6": 0.4994494540432406, "x8": 0.5013573089984166, "x1": 0.22669948939942178, "x11": 0.5026700427102564, "x7": 0.49807968621890225, "x10": 0.5008510790006337, "x12": 0.49994863026059366, "x9": 0.5013014531993997, "x5": 0.5005580262046769 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "reference_point": [ 0.08333333333333333, 0.6666666666666666, 0.25 ], "reference_point_index": 21, "distance": 0.0012104492819716719, "normalised_objectives": [ 0.11541550607920958, 0.9310910347613187, 0.3483323688523682 ] } }, { "constraint_values": { "g": 0.0005129583941902835 }, "objective_values": { "f2": 0.4906875808131153, "f3": 0.12322448780222436, "f1": 0.8631729858819418 }, "constraint_violation": 0.0, "variable_values": { "x3": 0.4992756203122014, "x5": 0.5003017879349088, "x11": 0.5055322209898054, "x6": 0.49948190934649495, "x7": 0.5036202078125769, "x12": 0.5200094837476333, "x1": 0.07860651324333273, "x9": 0.4995441777181942, "x4": 0.5021582620393819, "x2": 0.329076809328733, "x8": 0.49964111475081024, "x10": 0.49206345835789417 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 74, "reference_point": [ 0.5833333333333334, 0.3333333333333333, 0.08333333333333333 ], "distance": 0.0009281444153067548, "normalised_objectives": [ 0.8605158227546094, 0.49066320757982773, 0.12298583618402341 ], "rank": 1 } }, { "constraint_values": { "g": 0.00006573365791664926 }, "objective_values": { "f3": 0.5650666697063692, "f2": 0.7073363875437784, "f1": 0.4248604068164246 }, "constraint_violation": 0.0, "variable_values": { "x5": 0.5002953919198028, "x7": 0.49888055807201753, "x9": 0.50586267776755, "x3": 0.500979803445283, "x6": 0.4990430448527937, "x11": 0.502662437590425, "x2": 0.6556548711577498, "x4": 0.49947000892214805, "x8": 0.4975913080677693, "x10": 0.49638066782146906, "x12": 0.5013695459249357, "x1": 0.3822704647632251 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.25, 0.4166666666666667, 0.3333333333333333 ], "distance": 0.0014812297851606229, "normalised_objectives": [ 0.423552530493811, 0.7073012530499929, 0.5639723631386653 ], "rank": 1, "reference_point_index": 41 } }, { "constraint_values": { "g": 0.00008329875704676222 }, "objective_values": { "f3": 3.344348540552932e-6, "f1": 0.7085511821208967, "f2": 0.7057774626301634 }, "constraint_violation": 0.0, "variable_values": { "x10": 0.5018385912896314, "x9": 0.5015099356612699, "x2": 0.4987514907419005, "x11": 0.5000876754407316, "x12": 0.4989521285332331, "x7": 0.4983033568790817, "x3": 0.5052589406591363, "x8": 0.503130712564529, "x4": 0.49428540923813513, "x6": 0.5004754208327835, "x5": 0.4981796364704007, "x1": 2.1289010717954726e-6 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.5, 0.5, 0.0 ], "rank": 1, "normalised_objectives": [ 0.706370001590234, 0.7057424055704398, 3.3181617666866746e-6 ], "distance": 0.0004437898063591474, "reference_point_index": 69 } }, { "constraint_values": { "g": 0.00004342819164367413 }, "objective_values": { "f2": 0.09009035577459981, "f3": 0.9959772015792493, "f1": 2.6218351971312317e-7 }, "constraint_violation": 0.0, "variable_values": { "x10": 0.4965052225716826, "x11": 0.50261516813582, "x6": 0.49941153273261857, "x7": 0.5026238088022852, "x2": 0.9999981472910036, "x4": 0.4998998692782108, "x3": 0.49920276032975064, "x1": 0.9425713317905379, "x8": 0.50194416258949, "x5": 0.500300337130736, "x9": 0.49669863857093266, "x12": 0.49868456222846136 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.0, 0.08333333333333333, 0.9166666666666666 ], "normalised_objectives": [ 2.6114074914352464e-7, 0.09008588078658009, 0.994048409884297 ], "rank": 1, "reference_point_index": 1, "distance": 0.0002809978385829838 } }, { "constraint_values": { "g": 0.000029416028226237426 }, "objective_values": { "f1": 5.304410073337962e-6, "f2": 0.19535084186333596, "f3": 0.9807634176889471 }, "constraint_violation": 0.0, "variable_values": { "x3": 0.5015110488288521, "x2": 0.9999827137047356, "x9": 0.5004668397817086, "x11": 0.5027256834911326, "x12": 0.5014251563155853, "x8": 0.4989742446960255, "x4": 0.49900175877575215, "x1": 0.8748346242201896, "x10": 0.5008778414140339, "x7": 0.5037586688006399, "x5": 0.5001870925330181, "x6": 0.499312584942583 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 2, "rank": 1, "normalised_objectives": [ 5.287845480944967e-6, 0.19534113843428294, 0.9788640884356076 ], "distance": 0.0004233293601975618, "reference_point": [ 0.0, 0.16666666666666666, 0.8333333333333334 ] } }, { "constraint_values": { "g": 0.00011863376192320018 }, "objective_values": { "f2": 0.894907026359117, "f3": 3.3569992454049287e-6, "f1": 0.44651841592439295 }, "constraint_violation": 0.0, "variable_values": { "x5": 0.4979562624743083, "x6": 0.4933024328676689, "x1": 2.136878589505995e-6, "x7": 0.49508100191129745, "x9": 0.5013096940417774, "x12": 0.5014951260049789, "x8": 0.5003616319675461, "x2": 0.7053651553622353, "x3": 0.4960396822509627, "x4": 0.5024939246418672, "x10": 0.49646737709635996, "x11": 0.5026340599565654 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.4451438683098712, 0.8948625749596145, 3.3307879726595133e-6 ], "distance": 0.0020459326140763686, "reference_point": [ 0.3333333333333333, 0.6666666666666666, 0.0 ], "reference_point_index": 54, "rank": 1 } }, { "constraint_values": { "g": 0.000054840408191472394 }, "objective_values": { "f1": 0.566108662073551, "f2": 0.42508790008085146, "f3": 0.7063504397634359 }, "constraint_violation": 0.0, "variable_values": { "x9": 0.5014905065070437, "x10": 0.49868554142330923, "x11": 0.5055889959232296, "x7": 0.49848884534760757, "x12": 0.4990063685274138, "x4": 0.49906711878094484, "x3": 0.4961683820883699, "x2": 0.41002983893011347, "x8": 0.49981306028594524, "x1": 0.4992845820779225, "x5": 0.5002813087722426, "x6": 0.4991528957526747 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "reference_point_index": 49, "normalised_objectives": [ 0.564365971839335, 0.42506678527886377, 0.7049825283610538 ], "reference_point": [ 0.3333333333333333, 0.25, 0.4166666666666667 ], "distance": 0.0018048984205377217 } }, { "constraint_values": { "g": 0.00002187887298717375 }, "objective_values": { "f1": 4.588941228585895e-9, "f2": 0.8938978089912204, "f3": 0.44831960174116303 }, "constraint_violation": 0.0, "variable_values": { "x6": 0.49942579983332014, "x8": 0.49993143533562096, "x11": 0.5028389918386782, "x9": 0.49939390842277276, "x7": 0.49836303092252004, "x2": 0.9999999967318293, "x3": 0.501338574457557, "x5": 0.5021937531063086, "x10": 0.50105510800289, "x12": 0.5013747349449226, "x4": 0.4990889054464834, "x1": 0.29594770718673136 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.0, 0.6666666666666666, 0.3333333333333333 ], "rank": 1, "distance": 0.00046928742651508067, "reference_point_index": 8, "normalised_objectives": [ 4.3391412063015665e-9, 0.8938534077210085, 0.44745138315381866 ] } }, { "constraint_values": { "g": 0.00010061920045907417 }, "objective_values": { "f1": 0.8947272035716337, "f3": 0.44683831491824894, "f2": 5.919950109849731e-6 }, "constraint_violation": 0.0, "variable_values": { "x11": 0.5045914978614211, "x5": 0.5022269192272607, "x4": 0.5006051474698331, "x8": 0.49974976986953923, "x9": 0.49185813317071614, "x2": 4.212185877729651e-6, "x10": 0.5010107927741516, "x12": 0.501579211142762, "x3": 0.5011403431172067, "x7": 0.4983598279826666, "x1": 0.29486816176332203, "x6": 0.49940568693303744 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.6666666666666666, 0.0, 0.3333333333333333 ], "normalised_objectives": [ 0.8919729049944068, 5.919586692642075e-6, 0.44597296493524696 ], "rank": 1, "distance": 0.000013437744179555737, "reference_point_index": 76 } }, { "constraint_values": { "g": 0.00005468616992215637 }, "objective_values": { "f2": 0.5652717677611351, "f1": 0.4271392711753607, "f3": 0.7057827193424365 }, "constraint_violation": 0.0, "variable_values": { "x7": 0.5026333599086189, "x2": 0.5880446685351735, "x1": 0.49877435737875814, "x3": 0.495082935735688, "x9": 0.49659572381096745, "x11": 0.4993991722048471, "x12": 0.4986924651247385, "x6": 0.49948023143944703, "x8": 0.5019711855184291, "x4": 0.4991574613713729, "x5": 0.5001840137832467, "x10": 0.5022393888800376 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.25, 0.3333333333333333, 0.4166666666666667 ], "normalised_objectives": [ 0.42582437967281356, 0.565243689823091, 0.7044159073660667 ], "reference_point_index": 40, "rank": 1, "distance": 0.002765594204553584 } }, { "constraint_values": { "g": 0.00005882490158727982 }, "objective_values": { "f2": 0.4458230957570003, "f3": 0.8951868076291051, "f1": 2.2886911279980436e-9 }, "constraint_violation": 0.0, "variable_values": { "x3": 0.49631860470243605, "x9": 0.5012880455467832, "x4": 0.5006091379368791, "x6": 0.49867985801472703, "x8": 0.49970145233580227, "x11": 0.4958414763930975, "x2": 0.9999999967318293, "x10": 0.5021616284042205, "x12": 0.5040905964439015, "x5": 0.5008364055922944, "x7": 0.49858165420444706, "x1": 0.7058407369989746 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.0008279268890444345, "reference_point": [ 0.0, 0.3333333333333333, 0.6666666666666666 ], "reference_point_index": 4, "normalised_objectives": [ 2.045972118800069e-9, 0.4458009510077652, 0.893453202819828 ], "rank": 1 } }, { "constraint_values": { "g": 0.00002467205093709261 }, "objective_values": { "f2": 0.8890181571899141, "f1": 0.38101422410515506, "f3": 0.25401618437961804 }, "constraint_violation": 0.0, "variable_values": { "x8": 0.4992814690979384, "x5": 0.5002909608470946, "x12": 0.5018096477464735, "x4": 0.4996210724837368, "x2": 0.7422339856679643, "x6": 0.4994005463016308, "x1": 0.16349917818955548, "x3": 0.4995286868844012, "x7": 0.49930863154930444, "x10": 0.5007909589648241, "x11": 0.5026998253246859, "x9": 0.49658261049270896 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 43, "reference_point": [ 0.25, 0.5833333333333334, 0.16666666666666666 ], "distance": 0.0011076290519600376, "rank": 1, "normalised_objectives": [ 0.37984132240703367, 0.8889739982990855, 0.2535242464815783 ] } }, { "constraint_values": { "g": 0.0006295380205019125 }, "objective_values": { "f2": 0.1229123525995126, "f1": 0.49261815925589375, "f3": 0.8622525007843764 }, "constraint_violation": 0.0, "variable_values": { "x10": 0.4962834012252923, "x4": 0.49946799535553627, "x6": 0.5028523290441924, "x5": 0.4771038005845004, "x7": 0.5035577813106057, "x11": 0.5075671599312129, "x12": 0.5015893244003105, "x3": 0.5005121559919883, "x1": 0.661212551231416, "x2": 0.155663654346269, "x8": 0.5029323698887461, "x9": 0.5013279270329085 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "reference_point_index": 47, "normalised_objectives": [ 0.4911016997311304, 0.12290624729529949, 0.860582675314905 ], "distance": 0.000572928001504876, "reference_point": [ 0.3333333333333333, 0.08333333333333333, 0.5833333333333334 ] } }, { "constraint_values": { "g": 0.0006682785269357332 }, "objective_values": { "f1": 0.9498636307438868, "f2": 0.31479530910732106, "f3": 2.031783534054993e-6 }, "constraint_violation": 0.0, "variable_values": { "x9": 0.5016583667908786, "x3": 0.4945242722776746, "x2": 0.20373074661394636, "x7": 0.5035969642025934, "x6": 0.4932971459600158, "x4": 0.4996593522359226, "x1": 1.292609747613141e-6, "x8": 0.5063885286980934, "x10": 0.4963476856391374, "x11": 0.5027280077002697, "x5": 0.4773453822581766, "x12": 0.501654048856764 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.9469396020306883, 0.31477967269831575, 2.0081386242079527e-6 ], "rank": 1, "distance": 0.0008223793001432883, "reference_point_index": 84, "reference_point": [ 0.75, 0.25, 0.0 ] } }, { "constraint_values": { "g": 0.00007730862631147009 }, "objective_values": { "f1": 0.000475013806321251, "f3": 0.9490861229385472, "f2": 0.31526168310882197 }, "constraint_violation": 0.0, "variable_values": { "x8": 0.5007060698176788, "x12": 0.5013425866664876, "x6": 0.4963429014645256, "x5": 0.49712868908187574, "x1": 0.7958315296730363, "x4": 0.4996761419352094, "x9": 0.4967106245338902, "x3": 0.4944702354740921, "x10": 0.5006576241619634, "x11": 0.5026992221206402, "x7": 0.4979585994096753, "x2": 0.9990407874835018 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.0004735513040107097, 0.3152460235343435, 0.9472481387426742 ], "rank": 1, "distance": 0.0006725187106445296, "reference_point": [ 0.0, 0.25, 0.75 ], "reference_point_index": 3 } }, { "constraint_values": { "g": 0.0030865966221550324 }, "objective_values": { "f1": 1.0030865966215008, "f3": 1.5728345740949968e-7, "f2": 1.1347494208722369e-6 }, "constraint_violation": 0.0, "variable_values": { "x7": 0.4990710819117357, "x2": 7.201810097380934e-7, "x4": 0.5005927913770455, "x10": 0.5021871801373878, "x6": 0.5024041515811443, "x3": 0.5053459737276365, "x8": 0.5023837367519428, "x12": 0.5136615535951193, "x11": 0.5533793725417046, "x1": 9.982164968648204e-8, "x5": 0.49787160119872786, "x9": 0.4998226503162458 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "normalised_objectives": [ 0.9999987281076747, 1.1346236915241416e-6, 1.372686339012356e-7 ], "reference_point": [ 1.0, 0.0, 0.0 ], "reference_point_index": 90, "distance": 1.1428970203920307e-6 } }, { "constraint_values": { "g": 0.000052498539966943125 }, "objective_values": { "f1": 0.25162080152995103, "f2": 0.38251847779406273, "f3": 0.8890846901277565 }, "constraint_violation": 0.0, "variable_values": { "x9": 0.5006258553165466, "x11": 0.5026492088222689, "x12": 0.5013841298792623, "x5": 0.4977251603805323, "x3": 0.500862752277474, "x2": 0.6295896200071075, "x8": 0.49984175349008664, "x6": 0.4995328753568476, "x1": 0.6972512483544058, "x10": 0.5008712945099365, "x4": 0.4989650155261531, "x7": 0.4940687361361879 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.16666666666666666, 0.25, 0.5833333333333334 ], "normalised_objectives": [ 0.2508462202224293, 0.38249947747703056, 0.8873629024497002 ], "reference_point_index": 28, "rank": 1, "distance": 0.0034691712696781653 } }, { "constraint_values": { "g": 0.000044532745405257924 }, "objective_values": { "f2": 0.11897629915338825, "f3": 0.3486709405433594, "f1": 0.929710859856089 }, "constraint_violation": 0.0, "variable_values": { "x5": 0.5002909324840558, "x3": 0.4992146406109699, "x1": 0.22672329181157144, "x4": 0.49937030061885784, "x8": 0.499985895148899, "x9": 0.502201869981795, "x2": 0.08102864359548895, "x6": 0.4964086343668431, "x7": 0.4983102585419347, "x10": 0.5034355655308084, "x12": 0.5009909528156137, "x11": 0.5031698787588014 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 77, "reference_point": [ 0.6666666666666666, 0.08333333333333333, 0.25 ], "normalised_objectives": [ 0.9268488687597333, 0.1189703893586594, 0.3479956978049885 ], "rank": 1, "distance": 0.003101644436004046 } }, { "constraint_values": { "g": 0.001412332169224908 }, "objective_values": { "f1": 0.000015785656406537065, "f2": 0.5813542365215064, "f3": 0.8153857433447776 }, "constraint_violation": 0.0, "variable_values": { "x10": 0.5008778414140339, "x8": 0.49753202792014173, "x9": 0.5018130808914669, "x2": 0.9999827137047356, "x7": 0.46555021342450514, "x12": 0.4995638877154274, "x1": 0.6056874077261896, "x11": 0.5027256834911326, "x5": 0.5001889378332971, "x6": 0.48566928339132465, "x4": 0.4996957137483279, "x3": 0.501509420255942 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.0, 0.4166666666666667, 0.5833333333333334 ], "normalised_objectives": [ 0.000015736826695482537, 0.5813253597439101, 0.8138066782748623 ], "rank": 1, "reference_point_index": 5, "distance": 0.000032450344913086633 } }, { "constraint_values": { "g": 0.00008127866917028838 }, "objective_values": { "f3": 3.3443417852376996e-6, "f1": 0.1848601427295568, "f2": 0.9828475423804984 }, "constraint_violation": 0.0, "variable_values": { "x5": 0.4981796364704007, "x2": 0.8816433042119709, "x1": 2.1289010717954726e-6, "x3": 0.5052589406591363, "x11": 0.500087881294015, "x7": 0.4990964071606123, "x12": 0.49895872255415064, "x4": 0.49430971635717647, "x6": 0.5006796415064638, "x10": 0.5018385912896314, "x8": 0.5031461822784185, "x9": 0.5015099356612699 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.16666666666666666, 0.8333333333333334, 0.0 ], "normalised_objectives": [ 0.18429107520442692, 0.9827987228480001, 3.3181550244535317e-6 ], "distance": 0.012030420553526268, "rank": 1, "reference_point_index": 35 } }, { "constraint_values": { "g": 0.00009351488461286584 }, "objective_values": { "f1": 0.7124025361156207, "f2": 3.7325187511203386e-6, "f3": 0.7019043133051395 }, "constraint_violation": 0.0, "variable_values": { "x6": 0.4997753227383797, "x7": 0.4982370080598711, "x1": 0.49527453785607367, "x11": 0.5077671985783392, "x2": 3.33546712316668e-6, "x4": 0.49934632042497284, "x8": 0.5008901845359388, "x10": 0.49662932354169576, "x3": 0.49619751022331604, "x5": 0.5000053679552184, "x12": 0.5016754567031971, "x9": 0.49957621627892673 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.006833825738846249, "rank": 1, "normalised_objectives": [ 0.7102094997054472, 3.7322639868013256e-6, 0.7005450121040145 ], "reference_point": [ 0.5, 0.0, 0.5 ], "reference_point_index": 63 } }, { "constraint_values": { "g": 0.000072972600461324 }, "objective_values": { "f1": 0.9707941596508318, "f2": 0.21441393748084372, "f3": 0.10831118837737419 }, "constraint_violation": 0.0, "variable_values": { "x12": 0.5016528280112006, "x7": 0.4994354150201562, "x5": 0.49767806674412557, "x10": 0.49634330392812553, "x8": 0.49976776112421356, "x2": 0.13838504247688832, "x4": 0.4990968841582926, "x1": 0.06908351802632225, "x11": 0.49569265814238606, "x3": 0.4945334580695854, "x9": 0.4998386212969139, "x6": 0.498648211236791 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.0008700607656420851, "normalised_objectives": [ 0.9678056990964798, 0.21440328716017876, 0.10810141729387299 ], "reference_point": [ 0.75, 0.16666666666666666, 0.08333333333333333 ], "rank": 1, "reference_point_index": 83 } }, { "constraint_values": { "g": 0.00007635635057251982 }, "objective_values": { "f1": 0.25186394111333427, "f3": 0.379572705858901, "f2": 0.8903043494587952 }, "constraint_violation": 0.0, "variable_values": { "x9": 0.5016671005075015, "x12": 0.5047476438327776, "x3": 0.49963803374065435, "x5": 0.5029314806452239, "x10": 0.5007623254344667, "x11": 0.505257323702328, "x2": 0.8244886672687886, "x8": 0.5010482663974526, "x7": 0.5033404657539143, "x6": 0.49868132408995725, "x1": 0.24783803133186083, "x4": 0.4996912387113877 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.16666666666666666, 0.5833333333333334, 0.25 ], "distance": 0.0038136133373907533, "reference_point_index": 32, "normalised_objectives": [ 0.25108861133303934, 0.890260126680931, 0.37883761992419546 ], "rank": 1 } }, { "constraint_values": { "g": 0.000101295133056979 }, "objective_values": { "f2": 0.9707914052387839, "f1": 0.21660187960979851, "f3": 0.10416464750973715 }, "constraint_violation": 0.0, "variable_values": { "x4": 0.5008523268973066, "x2": 0.8602471685232781, "x5": 0.49766692979079413, "x10": 0.5006115360076286, "x1": 0.06642702978300558, "x9": 0.49696587000773307, "x3": 0.49947901423223817, "x12": 0.5019896839191789, "x8": 0.500009351308126, "x6": 0.499530040498426, "x11": 0.5046142320397188, "x7": 0.49226674846830115 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.21593509938196073, 0.9707431845521058, 0.10396290646130735 ], "distance": 0.003885377355428162, "reference_point_index": 34, "rank": 1, "reference_point": [ 0.16666666666666666, 0.75, 0.08333333333333333 ] } }, { "constraint_values": { "g": 0.00013332523113206518 }, "objective_values": { "f1": 0.38184108597639865, "f2": 0.25442088156858766, "f3": 0.8886698308821496 }, "constraint_violation": 0.0, "variable_values": { "x2": 0.3741726444405697, "x4": 0.5006397404615975, "x11": 0.5057035674660868, "x1": 0.6965752524370695, "x6": 0.5009320582480162, "x8": 0.49871285734284787, "x12": 0.4965652112555963, "x3": 0.4941255666156204, "x5": 0.4982118523240553, "x7": 0.5064638905667549, "x9": 0.5016973493916355, "x10": 0.5019216459097997 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.38066563889430816, 0.2544082440449764, 0.8869488466049034 ], "reference_point": [ 0.25, 0.16666666666666666, 0.5833333333333334 ], "reference_point_index": 38, "distance": 0.0010361640910132917, "rank": 1 } }, { "constraint_values": { "g": 0.0019403211151261838 }, "objective_values": { "f3": 1.0019403211151259, "f1": 1.700321814410841e-8, "f2": 1.887071880351733e-9 }, "constraint_violation": 0.0, "variable_values": { "x5": 0.5002930477002828, "x1": 0.9999999891300457, "x3": 0.49950250387958717, "x9": 0.500661699609078, "x7": 0.4984502160904672, "x12": 0.5195082306591079, "x11": 0.49203538745552244, "x8": 0.5385308753562411, "x2": 0.07036614799203245, "x10": 0.5012907475651168, "x6": 0.4989657190641192, "x4": 0.50240370979131 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 1.6715202426376893e-8, 1.8176134484437531e-9, 0.9999999814671842 ], "rank": 1, "reference_point_index": 0, "reference_point": [ 0.0, 0.0, 1.0 ], "distance": 1.681373577771221e-8 } }, { "constraint_values": { "g": 0.00042353161225940045 }, "objective_values": { "f1": 0.10065422707850011, "f2": 0.9900735601493987, "f3": 0.10232455554689754 }, "constraint_violation": 0.0, "variable_values": { "x2": 0.9355006810983824, "x3": 0.5005125809936316, "x5": 0.5029442026832656, "x7": 0.4988920476202417, "x1": 0.06522832673803902, "x10": 0.49895809615017045, "x6": 0.4988668308781084, "x8": 0.5029388823985819, "x11": 0.5075969421386974, "x9": 0.49678736751334446, "x4": 0.5178548334034476, "x12": 0.5039416628732953 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "normalised_objectives": [ 0.10034437623181797, 0.9900243816901158, 0.10212637795134757 ], "distance": 0.003371092920665224, "reference_point_index": 23, "reference_point": [ 0.08333333333333333, 0.8333333333333334, 0.08333333333333333 ] } }, { "constraint_values": { "g": 0.0001216688651132904 }, "objective_values": { "f1": 0.6778387541741823, "f2": 0.28089980304669804, "f3": 0.6796125929685661 }, "constraint_violation": 0.0, "variable_values": { "x4": 0.4999601713849447, "x2": 0.2501040454038576, "x5": 0.4967071251741282, "x8": 0.5028556352112458, "x3": 0.5004250011798785, "x6": 0.5010030308237817, "x9": 0.5023433258111456, "x10": 0.5018120117932097, "x7": 0.4922519948928091, "x11": 0.5046932933705307, "x12": 0.49673660353604476, "x1": 0.47563244313904035 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 57, "rank": 1, "distance": 0.009861272711639812, "normalised_objectives": [ 0.6757521177559831, 0.2808858502766471, 0.678296461074538 ], "reference_point": [ 0.4166666666666667, 0.16666666666666666, 0.4166666666666667 ] } }, { "constraint_values": { "g": 0.00005711491314889831 }, "objective_values": { "f2": 0.5825832909841031, "f1": 0.812841277338291, "f3": 3.0981484369461184e-6 }, "constraint_violation": 0.0, "variable_values": { "x10": 0.5001577150870317, "x12": 0.5018845859760377, "x2": 0.39588997743704935, "x3": 0.5004416052930584, "x4": 0.4999910115731438, "x5": 0.49810953474246805, "x9": 0.5030153847369547, "x11": 0.5003344242251107, "x7": 0.505887699930518, "x8": 0.49761715918876104, "x1": 1.9722299089528113e-6, "x6": 0.4995287310695521 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.003043969661812634, "rank": 1, "reference_point_index": 75, "normalised_objectives": [ 0.8103390536615709, 0.5825543531575887, 3.072438444939645e-6 ], "reference_point": [ 0.5833333333333334, 0.4166666666666667, 0.0 ] } }, { "constraint_values": { "g": 0.004548001007892263 }, "objective_values": { "f2": 0.8073421623538387, "f1": 0.5351811537239538, "f3": 0.266263876471214 }, "constraint_violation": 0.0, "variable_values": { "x1": 0.17078247118991663, "x6": 0.499489208328126, "x12": 0.5016293439965647, "x7": 0.5038416076978038, "x8": 0.4997640598084921, "x9": 0.499814261844972, "x11": 0.5112444688129091, "x2": 0.627332180221288, "x3": 0.43714204361771103, "x4": 0.4995662471993107, "x5": 0.5212628097331538, "x10": 0.5006174488467923 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.5335336696985303, 0.8073020604281517, 0.26574822015336885 ], "reference_point_index": 52, "reference_point": [ 0.3333333333333333, 0.5, 0.16666666666666666 ], "rank": 1, "distance": 0.004639802464199019 } }, { "constraint_values": { "g": 0.0013750811420956343 }, "objective_values": { "f3": 0.12717235603332197, "f1": 0.7648880263008527, "f2": 0.6336604392060929 }, "constraint_violation": 0.0, "variable_values": { "x12": 0.5016736512616142, "x11": 0.5026212132904418, "x2": 0.44043954212400505, "x5": 0.4977280823092636, "x9": 0.49688427862639256, "x10": 0.5366463501219962, "x7": 0.4992309076596466, "x3": 0.4993463926407239, "x1": 0.08106818319026965, "x6": 0.4989689658336794, "x4": 0.49937659186299954, "x8": 0.5022615465361748 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.0013948155685802187, "normalised_objectives": [ 0.7625334203105931, 0.6336289643035347, 0.12692605912200444 ], "rank": 1, "reference_point_index": 68, "reference_point": [ 0.5, 0.4166666666666667, 0.08333333333333333 ] } }, { "constraint_values": { "g": 0.000041037540647470234 }, "objective_values": { "f1": 0.5349366216864807, "f2": 0.2673646927940411, "f3": 0.8015241784195768 }, "constraint_violation": 0.0, "variable_values": { "x9": 0.501253958570291, "x7": 0.4982854618403574, "x6": 0.4989006563397616, "x2": 0.29506857627156113, "x4": 0.5007608620739746, "x8": 0.49974880098440133, "x3": 0.49607244227723357, "x10": 0.5022708211865113, "x12": 0.4967815662211999, "x11": 0.49830262385470186, "x1": 0.5919194076752243, "x5": 0.5009236766925265 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.3333333333333333, 0.16666666666666666, 0.5 ], "normalised_objectives": [ 0.5332898904203146, 0.2673514123325502, 0.7999719571348903 ], "rank": 1, "distance": 0.0006728290289785382, "reference_point_index": 48 } }, { "constraint_values": { "g": 0.00007138932142845103 }, "objective_values": { "f2": 0.7608912956072403, "f3": 0.12707215824870072, "f1": 0.636427440174011 }, "constraint_violation": 0.0, "variable_values": { "x5": 0.49842475659108765, "x12": 0.5017073380251459, "x1": 0.08111013470710088, "x2": 0.5565565940144748, "x11": 0.4955772921675546, "x4": 0.49706446330873555, "x8": 0.49939541036671725, "x3": 0.4992118587317809, "x9": 0.49466255821384336, "x10": 0.5021907943424617, "x7": 0.49821971121765996, "x6": 0.4993907232495456 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.4166666666666667, 0.5, 0.08333333333333333 ], "distance": 0.0003259617876951659, "normalised_objectives": [ 0.634468282961783, 0.7608535009634855, 0.12682605537664393 ], "reference_point_index": 61, "rank": 1 } }, { "constraint_values": { "g": 0.000038240187370267386 }, "objective_values": { "f1": 0.4476924191254287, "f2": 1.940068522924515e-6, "f3": 0.8942303840123695 }, "constraint_violation": 0.0, "variable_values": { "x2": 2.7587824333651558e-6, "x3": 0.5013431538284716, "x8": 0.5021610143090064, "x6": 0.5010940545811613, "x10": 0.4962065970766148, "x11": 0.499928633761245, "x12": 0.4993494116138391, "x9": 0.5014051535632744, "x4": 0.5026024102880223, "x7": 0.499046794743378, "x5": 0.49753112846409314, "x1": 0.7045040983363847 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.3333333333333333, 0.0, 0.6666666666666666 ], "distance": 0.00005811810547264941, "normalised_objectives": [ 0.446314257498662, 1.9399027922084372e-6, 0.8924986313770925 ], "rank": 1, "reference_point_index": 46 } }, { "constraint_values": { "g": 0.00036469439823261994 }, "objective_values": { "f2": 0.2158239814542026, "f1": 0.10839073835319371, "f3": 0.9707733920266743 }, "constraint_violation": 0.0, "variable_values": { "x11": 0.5027249122663454, "x5": 0.4977678619711419, "x2": 0.7037040312040457, "x7": 0.49808312348228834, "x12": 0.5016177829139977, "x1": 0.844770452766074, "x10": 0.5001632114420052, "x6": 0.49639371007850597, "x3": 0.5005429883650567, "x8": 0.48205523564428543, "x9": 0.4968788944934512, "x4": 0.49904474854090813 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "normalised_objectives": [ 0.10805707168858603, 0.21581326109460808, 0.9688934090812558 ], "distance": 0.0006263634727083843, "reference_point_index": 15, "reference_point": [ 0.08333333333333333, 0.16666666666666666, 0.75 ] } }, { "constraint_values": { "g": 0.00007689325481608362 }, "objective_values": { "f3": 0.09570096542531761, "f1": 0.9906505520571677, "f2": 0.09801327128351427 }, "constraint_violation": 0.0, "variable_values": { "x12": 0.49848660086609126, "x2": 0.06278175110206133, "x10": 0.5006668846961102, "x9": 0.5008602834368164, "x3": 0.4960179639543689, "x4": 0.49287994746741753, "x5": 0.49838256732554165, "x7": 0.4982684804377671, "x11": 0.5003789910482924, "x6": 0.49899107649314195, "x8": 0.5003008099805273, "x1": 0.06101380514763158 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.8333333333333334, 0.08333333333333333, 0.08333333333333333 ], "rank": 1, "normalised_objectives": [ 0.9876009662475919, 0.09800840275278835, 0.09551561482524958 ], "reference_point_index": 86, "distance": 0.0033068327570890577 } }, { "constraint_values": { "g": 0.00021399272173183747 }, "objective_values": { "f1": 0.2371300879846962, "f3": 0.23416752121666215, "f2": 0.9430604034821752 }, "constraint_violation": 0.0, "variable_values": { "x6": 0.4985175339385542, "x1": 0.15044003922585425, "x5": 0.4977139769460579, "x10": 0.5001523527791655, "x11": 0.5031740892022503, "x7": 0.49895209050799755, "x4": 0.4993713630023282, "x2": 0.8431747931865439, "x3": 0.49921479097819443, "x8": 0.49942250802397603, "x9": 0.5022569821729614, "x12": 0.48625468284925555 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.16666666666666666, 0.6666666666666666, 0.16666666666666666 ], "distance": 0.002114126028690982, "rank": 1, "normalised_objectives": [ 0.23640011440579417, 0.9430135602345805, 0.2337140214930928 ], "reference_point_index": 33 } }, { "constraint_values": { "g": 0.00008018037055081739 }, "objective_values": { "f3": 0.25404780450080433, "f2": 0.3820068626574915, "f1": 0.8886455069828998 }, "constraint_violation": 0.0, "variable_values": { "x1": 0.16351070939647905, "x6": 0.4986859014117177, "x2": 0.2584631177007184, "x7": 0.4985514544951458, "x10": 0.5025846876901706, "x11": 0.5026145636361328, "x4": 0.49920501566574926, "x5": 0.4932755383025666, "x9": 0.4999374193735297, "x3": 0.4990762394362604, "x12": 0.5040086371819958, "x8": 0.4997512617327617 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.8859099300973363, 0.3819878877531253, 0.2535558053684273 ], "reference_point_index": 73, "rank": 1, "reference_point": [ 0.5833333333333334, 0.25, 0.16666666666666666 ], "distance": 0.002133990904076098 } }, { "constraint_values": { "g": 0.000023592209105103672 }, "objective_values": { "f1": 0.4904201700126516, "f2": 0.8630279929528696, "f3": 0.12131745628435449 }, "constraint_violation": 0.0, "variable_values": { "x2": 0.6710263299801635, "x6": 0.49798025031525484, "x4": 0.5023980043582766, "x5": 0.5009633318145993, "x3": 0.5010061253218979, "x12": 0.5017407310319955, "x1": 0.07742197345578883, "x7": 0.49851330667083005, "x8": 0.5019329556095585, "x9": 0.5012811564493638, "x10": 0.5009384963053932, "x11": 0.4994314554255636 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.4889104767045666, 0.8629851250311996, 0.12108249775165772 ], "reference_point_index": 53, "reference_point": [ 0.3333333333333333, 0.5833333333333334, 0.08333333333333333 ], "rank": 1, "distance": 0.004142524085234633 } }, { "constraint_values": { "g": 0.00005316243752500894 }, "objective_values": { "f2": 0.8127583606094457, "f3": 0.5826919017436561, "f1": 0.0005679816038471518 }, "constraint_violation": 0.0, "variable_values": { "x1": 0.3959768496420142, "x5": 0.4985833903529232, "x4": 0.498880827222155, "x6": 0.4993698702508135, "x11": 0.49551179776168536, "x12": 0.5014093423161123, "x8": 0.5016834568852918, "x2": 0.9995551097620005, "x10": 0.49850882758090603, "x3": 0.4960573100126523, "x7": 0.4990119339758243, "x9": 0.5024077244976899 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 7, "normalised_objectives": [ 0.0005662329125736268, 0.8127179896533346, 0.5815634628145651 ], "rank": 1, "distance": 0.0010254297790466094, "reference_point": [ 0.0, 0.5833333333333334, 0.4166666666666667 ] } }, { "constraint_values": { "g": 0.00003651668186956987 }, "objective_values": { "f2": 0.09016843063512643, "f3": 2.9510732813629536e-6, "f1": 0.9959631965114459 }, "constraint_violation": 0.0, "variable_values": { "x11": 0.5027100274046207, "x1": 1.8786429988153272e-6, "x5": 0.5001832830662963, "x8": 0.4998562874839174, "x9": 0.4968464805446963, "x3": 0.49994856133503157, "x2": 0.057478971475348806, "x12": 0.5009084097925719, "x7": 0.4992775677003396, "x6": 0.4991565634931349, "x4": 0.4994668380116119, "x10": 0.4958977941483801 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.00009907002807720926, "reference_point": [ 0.9166666666666666, 0.08333333333333333, 0.0 ], "rank": 1, "normalised_objectives": [ 0.9928972564346127, 0.09016395176901514, 2.9256481095705245e-6 ], "reference_point_index": 89 } }, { "constraint_values": { "g": 0.0006039876159921059 }, "objective_values": { "f2": 0.9811903091100345, "f1": 2.8554879880206452e-6, "f3": 0.1961476926538404 }, "constraint_violation": 0.0, "variable_values": { "x12": 0.5017743307502207, "x1": 0.1256095368399342, "x3": 0.500423957538902, "x9": 0.5023792574229178, "x2": 0.9999981472910036, "x4": 0.4999754655637978, "x11": 0.502695151011507, "x8": 0.4995622069629567, "x7": 0.5032222917848687, "x10": 0.49627742663426155, "x5": 0.47628681427055947, "x6": 0.5009933592481454 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 10, "rank": 1, "reference_point": [ 0.0, 0.8333333333333334, 0.16666666666666666 ], "distance": 0.0004515601743006716, "normalised_objectives": [ 2.846462075586477e-6, 0.9811415718947165, 0.1957678207001432 ] } }, { "constraint_values": { "g": 0.000048096626409090284 }, "objective_values": { "f2": 0.576649310601485, "f3": 0.5770586959894513, "f1": 0.57842461006763 }, "constraint_violation": 0.0, "variable_values": { "x12": 0.5016699132730947, "x9": 0.5014479043806548, "x1": 0.3915776086362438, "x6": 0.4993101836282206, "x3": 0.4992911158802227, "x8": 0.5022615465361748, "x10": 0.5007161445907476, "x2": 0.4990215432693334, "x7": 0.5030493501003678, "x4": 0.49920418595520816, "x11": 0.5046194049658072, "x5": 0.4976902356018201 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "normalised_objectives": [ 0.5766440068304346, 0.576620667524384, 0.5759411661147298 ], "distance": 0.0005645800683048875, "reference_point_index": 50, "reference_point": [ 0.3333333333333333, 0.3333333333333333, 0.3333333333333333 ] } }, { "constraint_values": { "g": 0.000058890081655767956 }, "objective_values": { "f2": 0.9304470394508355, "f3": 0.11577523486465134, "f1": 0.34782493498966344 }, "constraint_violation": 0.0, "variable_values": { "x1": 0.07386609057969831, "x9": 0.5012895314180627, "x2": 0.7722552138771566, "x7": 0.49792529759880505, "x6": 0.5027115015495769, "x10": 0.49637458412775665, "x4": 0.5024176172929473, "x8": 0.5019390063299104, "x3": 0.5008938252809316, "x11": 0.5031918993097864, "x12": 0.5019223887896607, "x5": 0.4971470056070594 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "reference_point_index": 44, "normalised_objectives": [ 0.34675420209070584, 0.9304008227273289, 0.11555100918948431 ], "reference_point": [ 0.25, 0.6666666666666666, 0.08333333333333333 ], "distance": 0.0021139585632404074 } }, { "constraint_values": { "g": 0.00008147256293438973 }, "objective_values": { "f2": 0.8067493073591625, "f1": 0.5910317308131383, "f3": 3.3443424336320166e-6 }, "constraint_violation": 0.0, "variable_values": { "x1": 2.1289010717954726e-6, "x2": 0.5974795859902104, "x3": 0.5052589406591363, "x11": 0.500087881294015, "x4": 0.49428540923813513, "x7": 0.4990964071606123, "x10": 0.5018385912896314, "x5": 0.4981796364704007, "x6": 0.5006796415064638, "x8": 0.503130712564529, "x9": 0.5015099356612699, "x12": 0.4989521285332331 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.58921231823649, 0.806709234881443, 3.3181556715921926e-6 ], "rank": 1, "reference_point": [ 0.4166666666666667, 0.5833333333333334, 0.0 ], "reference_point_index": 62, "distance": 0.010571566978086063 } }, { "constraint_values": { "g": 0.0002777204715291618 }, "objective_values": { "f1": 0.8160346056837446, "f3": 0.40969298403897003, "f2": 0.4084050675830778 }, "constraint_violation": 0.0, "variable_values": { "x1": 0.26864895306428305, "x7": 0.5143187824463826, "x2": 0.2954091973701151, "x3": 0.4941661038025953, "x4": 0.49994179255207094, "x8": 0.5008105490650182, "x10": 0.5026316538799563, "x6": 0.4996907188358745, "x9": 0.5017244495478309, "x11": 0.5047393985615382, "x12": 0.49956804578776803, "x5": 0.4976859663670387 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.002202168044583589, "normalised_objectives": [ 0.8135225517716961, 0.40838478144158014, 0.40889956830652063 ], "reference_point": [ 0.5, 0.25, 0.25 ], "reference_point_index": 66, "rank": 1 } }, { "constraint_values": { "g": 0.0003873222017759996 }, "objective_values": { "f1": 0.889581852797066, "f2": 0.2550794791308654, "f3": 0.37993865415683337 }, "constraint_violation": 0.0, "variable_values": { "x10": 0.5041450505631877, "x8": 0.5020127071585055, "x4": 0.5016381341441841, "x5": 0.5009976516596214, "x3": 0.49638551537182424, "x6": 0.49801145438582006, "x1": 0.2480085726389184, "x2": 0.1777751244941312, "x9": 0.4817283990257054, "x11": 0.502659360529775, "x7": 0.4983874312303984, "x12": 0.5013668151943751 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "normalised_objectives": [ 0.8868433934958202, 0.25506680889375793, 0.37920285954041927 ], "reference_point_index": 72, "distance": 0.0018934998056726608, "reference_point": [ 0.5833333333333334, 0.16666666666666666, 0.25 ] } }, { "constraint_values": { "g": 0.000043234618019633014 }, "objective_values": { "f1": 0.1139494898666662, "f2": 0.34712590229395396, "f3": 0.930916533756387 }, "constraint_violation": 0.0, "variable_values": { "x10": 0.5006824041998502, "x11": 0.5027090832507055, "x12": 0.4967620482140062, "x2": 0.7980752380227831, "x3": 0.49999515216138674, "x5": 0.49669315453810997, "x8": 0.4992729613657332, "x4": 0.49908893543968547, "x6": 0.4966523851547093, "x1": 0.7619091862968637, "x7": 0.4988115415103925, "x9": 0.4998193186591934 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.11359871132704952, 0.3471086599774868, 0.9291137361034718 ], "reference_point_index": 16, "distance": 0.002757241315512597, "rank": 1, "reference_point": [ 0.08333333333333333, 0.25, 0.6666666666666666 ] } }, { "constraint_values": { "g": 0.00003231212451702018 }, "objective_values": { "f3": 0.9301845540148916, "f1": 0.34830173022463656, "f2": 0.11622058977543058 }, "constraint_violation": 0.0, "variable_values": { "x3": 0.49923272216505316, "x5": 0.5001771330831944, "x8": 0.4998067550847653, "x2": 0.20503016622741965, "x12": 0.5014286907922616, "x7": 0.4994730146750009, "x1": 0.7606545702615927, "x10": 0.5008636293256582, "x6": 0.4993098597476981, "x11": 0.5050523802149487, "x9": 0.501443748328146, "x4": 0.5007090235190192 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.25, 0.08333333333333333, 0.6666666666666666 ], "rank": 1, "distance": 0.0008797214608044627, "reference_point_index": 37, "normalised_objectives": [ 0.3472295295751516, 0.11621481686078391, 0.9283831738864102 ] } }, { "constraint_values": { "g": 0.00006038227639904292 }, "objective_values": { "f2": 5.995999783792785e-7, "f1": 0.19661066722094406, "f3": 0.9805432237965817 }, "constraint_violation": 0.0, "variable_values": { "x7": 0.49924947920339163, "x3": 0.4948767035389252, "x2": 1.9414877490715157e-6, "x4": 0.49761266458274483, "x6": 0.4992500767615521, "x10": 0.5024270558788267, "x11": 0.4971151175592373, "x12": 0.4987561220751455, "x1": 0.874020711471699, "x5": 0.4986658713580467, "x8": 0.4992801579425629, "x9": 0.49695851648073663 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "normalised_objectives": [ 0.19600542727366158, 5.995008306802715e-7, 0.9786443209624515 ], "distance": 0.0002711930756367493, "reference_point": [ 0.16666666666666666, 0.0, 0.8333333333333334 ], "reference_point_index": 25 } }, { "constraint_values": { "g": 0.00001633683963103869 }, "objective_values": { "f3": 0.49244968665490035, "f1": 0.12221573286014709, "f2": 0.861736209463837 }, "constraint_violation": 0.0, "variable_values": { "x11": 0.5003459048891801, "x12": 0.49846127789856626, "x10": 0.5006236727733031, "x5": 0.5002313502449847, "x7": 0.49801781811528517, "x2": 0.9103095667962856, "x4": 0.49998326338076293, "x1": 0.32779100361059366, "x6": 0.4981167652434341, "x9": 0.5008803464149022, "x3": 0.501721119820717, "x8": 0.5014811723515096 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.12183950779417362, 0.8616934057069268, 0.4914960074050731 ], "distance": 0.001427911742865115, "rank": 1, "reference_point": [ 0.08333333333333333, 0.5833333333333334, 0.3333333333333333 ], "reference_point_index": 20 } }, { "constraint_values": { "g": 0.000045240621125983526 }, "objective_values": { "f3": 0.42202183484512035, "f1": 0.5662727354592986, "f2": 0.7080418372372971 }, "constraint_violation": 0.0, "variable_values": { "x12": 0.5017116295778735, "x9": 0.5015378748229465, "x10": 0.5021946918003855, "x4": 0.49946798616926186, "x11": 0.5045776111278397, "x3": 0.5002083057543946, "x1": 0.2773454861282571, "x8": 0.49937608168009645, "x2": 0.5705347070493724, "x6": 0.4992322016384454, "x5": 0.49811992921527576, "x7": 0.5030552914842575 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 51, "rank": 1, "normalised_objectives": [ 0.5645295401470515, 0.7080066677028021, 0.42120454352395165 ], "reference_point": [ 0.3333333333333333, 0.4166666666666667, 0.25 ], "distance": 0.0031266214793034953 } }, { "constraint_values": { "g": 0.000052060180215005204 }, "objective_values": { "f1": 0.12670865874337753, "f3": 0.6365477593671649, "f2": 0.7608258597831626 }, "constraint_violation": 0.0, "variable_values": { "x11": 0.4967748071552678, "x5": 0.49837245681384695, "x9": 0.49581418232234403, "x10": 0.5021805233901849, "x3": 0.4994645497375286, "x4": 0.498114206769376, "x12": 0.5030554012540267, "x2": 0.8949409610292137, "x7": 0.49821933064244317, "x1": 0.43924902122541687, "x6": 0.4998580952358028, "x8": 0.4993963921948983 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 19, "reference_point": [ 0.08333333333333333, 0.5, 0.4166666666666667 ], "normalised_objectives": [ 0.12631860280441898, 0.7607880683897001, 0.6353150252099978 ], "rank": 1, "distance": 0.0011731320702760202 } }, { "constraint_values": { "g": 0.00008301917255592669 }, "objective_values": { "f1": 0.9806255857769959, "f3": 2.1058356581355513e-6, "f2": 0.19631481287051136 }, "constraint_violation": 0.0, "variable_values": { "x5": 0.5003801090268682, "x8": 0.5013480913913239, "x11": 0.4999982249824479, "x4": 0.5025986698668445, "x6": 0.4932971459600158, "x12": 0.49935142945669864, "x9": 0.5044839482478897, "x7": 0.4980229136352801, "x10": 0.5017427762904745, "x2": 0.1257843254353219, "x3": 0.5013796461299189, "x1": 1.3405053296835042e-6 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 87, "normalised_objectives": [ 0.9776068604888051, 0.1963050615596201, 2.0820473417305e-6 ], "distance": 0.0007684735625219494, "rank": 1, "reference_point": [ 0.8333333333333334, 0.16666666666666666, 0.0 ] } }, { "constraint_values": { "g": 0.000209225437663978 }, "objective_values": { "f2": 0.23585524580079764, "f1": 0.24200408460765466, "f3": 0.9413951458936191 }, "constraint_violation": 0.0, "variable_values": { "x8": 0.5032269125701958, "x1": 0.7805973983013665, "x11": 0.5008613100954155, "x6": 0.49950872792141715, "x4": 0.48902131985978364, "x7": 0.4979982859593857, "x10": 0.49193532294225206, "x12": 0.5013203655370982, "x9": 0.4995901303804578, "x2": 0.4918087686229158, "x5": 0.49763765596767595, "x3": 0.500871750676314 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "reference_point_index": 27, "distance": 0.006201336983311544, "reference_point": [ 0.16666666666666666, 0.16666666666666666, 0.6666666666666666 ], "normalised_objectives": [ 0.24125910708032927, 0.235843530459246, 0.9395720557545938 ] } }, { "constraint_values": { "g": 0.000029362564027325012 }, "objective_values": { "f3": 0.9958961801455356, "f2": 4.3690852722182127e-7, "f1": 0.09082689228171852 }, "constraint_violation": 0.0, "variable_values": { "x12": 0.499913499769893, "x4": 0.49956114360980214, "x1": 0.942099711791758, "x7": 0.49838489190968893, "x5": 0.5003448242063441, "x2": 3.0623596179041594e-6, "x10": 0.5002962977657213, "x11": 0.49675740275702773, "x8": 0.4992719753762755, "x9": 0.5038722874548103, "x6": 0.49985192180858967, "x3": 0.49946500229222407 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.09054729357426342, 4.36817460643191e-7, 0.9939675453536442 ], "reference_point": [ 0.08333333333333333, 0.0, 0.9166666666666666 ], "reference_point_index": 13, "rank": 1, "distance": 0.0001858417873687898 } }, { "constraint_values": { "g": 0.000049592757219101226 }, "objective_values": { "f3": 9.62402816211919e-8, "f1": 5.133885283836946e-9, "f2": 1.0000495927572144 }, "constraint_violation": 0.0, "variable_values": { "x4": 0.5006091379368791, "x6": 0.49941904027655487, "x7": 0.4985681324426206, "x3": 0.49631860470243605, "x5": 0.5008413561905174, "x1": 6.126542785678558e-8, "x2": 0.9999999967318293, "x8": 0.4996703196744091, "x9": 0.5043505672202325, "x10": 0.5021633601248734, "x11": 0.5029035376062038, "x12": 0.49934684167371785 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "normalised_objectives": [ 4.8824077239728675e-9, 0.9999999187739208, 7.634367203100949e-8 ], "distance": 7.649963506031549e-8, "reference_point": [ 0.0, 1.0, 0.0 ], "reference_point_index": 12 } }, { "constraint_values": { "g": 0.00002120333700350163 }, "objective_values": { "f3": 0.21509730680965272, "f1": 0.10676784517633234, "f2": 0.9707606208346244 }, "constraint_violation": 0.0, "variable_values": { "x7": 0.498588808100048, "x10": 0.5015219920000723, "x6": 0.49897362623229874, "x2": 0.9302624916823843, "x8": 0.4974972941535816, "x9": 0.499775012554818, "x11": 0.5005652043105804, "x5": 0.497741401379031, "x12": 0.5018782406978655, "x1": 0.1380107619024791, "x3": 0.5000444872063938, "x4": 0.49924018101660766 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 22, "distance": 0.0017135498794696095, "normalised_objectives": [ 0.10643917437187925, 0.9707124016770523, 0.2146807377459745 ], "rank": 1, "reference_point": [ 0.08333333333333333, 0.75, 0.16666666666666666 ] } }, { "constraint_values": { "g": 0.00036602362684952833 }, "objective_values": { "f3": 0.5357405668320774, "f2": 0.26629832286730293, "f1": 0.801747734337616 }, "constraint_violation": 0.0, "variable_values": { "x1": 0.359787207151682, "x5": 0.48976950725307544, "x6": 0.4981262818766374, "x9": 0.5027966908231217, "x2": 0.2041529600375184, "x3": 0.4854679992181035, "x8": 0.4997489127440511, "x12": 0.49930384952812584, "x7": 0.49626488165766863, "x11": 0.5044532177370753, "x10": 0.5019004271065266, "x4": 0.5009527583071418 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 65, "rank": 1, "reference_point": [ 0.5, 0.16666666666666666, 0.3333333333333333 ], "normalised_objectives": [ 0.7992796606531692, 0.2662850953739532, 0.5347030520920932 ], "distance": 0.0015930621781859848 } }, { "constraint_values": { "g": 0.0000968950722484372 }, "objective_values": { "f3": 0.21518920276783343, "f1": 0.9707657115156955, "f2": 0.10724430003837761 }, "constraint_violation": 0.0, "variable_values": { "x2": 0.07004584965649585, "x7": 0.4982353742299307, "x1": 0.1380600494323183, "x4": 0.49934698199528016, "x8": 0.4996451378006172, "x3": 0.4994566660298505, "x10": 0.5009273136613411, "x11": 0.5075642137897505, "x12": 0.5016692124823492, "x6": 0.49939665174445824, "x9": 0.4946212634537997, "x5": 0.498334091990475 }, "is_feasible": true, "evaluated": true, "data": { "reference_point_index": 82, "rank": 1, "distance": 0.0003999864206398709, "reference_point": [ 0.75, 0.08333333333333333, 0.16666666666666666 ], "normalised_objectives": [ 0.9677773385351326, 0.10723897298906306, 0.21477245574189927 ] } }, { "constraint_values": { "g": 0.000016520143904784367 }, "objective_values": { "f3": 0.11479009503453333, "f2": 0.34787018915739876, "f1": 0.9305066394917788 }, "constraint_violation": 0.0, "variable_values": { "x9": 0.5012141355844365, "x2": 0.22775857689502405, "x6": 0.5019302934199613, "x3": 0.5000596296504181, "x7": 0.5015212528426677, "x5": 0.4978164999981566, "x11": 0.5000948488295284, "x1": 0.07323787589103326, "x8": 0.5013848549155551, "x12": 0.49893180525131325, "x4": 0.4990645511413578, "x10": 0.5005400220456637 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.0013776167525891125, "reference_point_index": 79, "rank": 1, "normalised_objectives": [ 0.9276421986939698, 0.34785290987112344, 0.1145677771441051 ], "reference_point": [ 0.6666666666666666, 0.25, 0.08333333333333333 ] } }, { "constraint_values": { "g": 0.000029887164111381027 }, "objective_values": { "f3": 0.9901744593245398, "f1": 0.09869603838822587, "f2": 0.09936502065259273 }, "constraint_violation": 0.0, "variable_values": { "x9": 0.5020592181793001, "x5": 0.4976807278590184, "x11": 0.500060927961249, "x4": 0.49906811108846894, "x6": 0.4995091965937897, "x2": 0.502150274866473, "x3": 0.5007801827253489, "x10": 0.503486765988128, "x12": 0.501848680410842, "x7": 0.4982960178590624, "x1": 0.9105493115265948, "x8": 0.49974048573241686 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.0006880248019200218, "normalised_objectives": [ 0.09839221556420867, 0.09936008497851483, 0.9882569050019668 ], "reference_point_index": 14, "rank": 1, "reference_point": [ 0.08333333333333333, 0.08333333333333333, 0.8333333333333334 ] } }, { "constraint_values": { "g": 0.0001612048359705954 }, "objective_values": { "f2": 0.5380293228747032, "f3": 0.8016204914597832, "f1": 0.26124982499076255 }, "constraint_violation": 0.0, "variable_values": { "x1": 0.5919194076752243, "x11": 0.5026206422261497, "x8": 0.49975932786544386, "x3": 0.5003320647496102, "x4": 0.5000785079628293, "x5": 0.4976400918685496, "x12": 0.5030014091293562, "x2": 0.7122252643846626, "x9": 0.5022156434391869, "x7": 0.4982859950245716, "x10": 0.5113240897393115, "x6": 0.49812831727086315 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "reference_point": [ 0.16666666666666666, 0.3333333333333333, 0.5 ], "distance": 0.007727883666424157, "normalised_objectives": [ 0.26044560201900724, 0.5380025981084141, 0.8000680836588859 ], "reference_point_index": 29 } }, { "constraint_values": { "g": 0.0007034037100743641 }, "objective_values": { "f3": 0.09248944891206322, "f1": 0.9964200904191091, "f2": 0.00008629047049548371 }, "constraint_violation": 0.0, "variable_values": { "x12": 0.4992917340736392, "x5": 0.5025676975975599, "x3": 0.4995102120740225, "x7": 0.49801283173235494, "x8": 0.47470504466325897, "x1": 0.058923318000265235, "x6": 0.4936141257702409, "x11": 0.5026980022430528, "x9": 0.5013393088388723, "x2": 0.00005513158563863474, "x4": 0.5005705417721472, "x10": 0.5014517683058418 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "distance": 0.001999149433786969, "normalised_objectives": [ 0.9933527438553298, 0.00008628611495794424, 0.09231031761407298 ], "reference_point": [ 0.9166666666666666, 0.0, 0.08333333333333333 ], "reference_point_index": 88 } }, { "constraint_values": { "g": 0.000021540424482881307 }, "objective_values": { "f2": 0.6798112809709461, "f1": 0.2658514088126228, "f3": 0.6835369280513972 }, "constraint_violation": 0.0, "variable_values": { "x10": 0.5009865981591091, "x7": 0.49901130596048787, "x1": 0.47910552742027845, "x6": 0.4992127411309601, "x3": 0.49968711607103566, "x2": 0.7626799719841134, "x11": 0.5008507382884951, "x4": 0.5036354628287717, "x8": 0.5016834568852918, "x5": 0.5004809973932121, "x9": 0.4995871949173116, "x12": 0.5013021983503184 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "normalised_objectives": [ 0.2650330204789131, 0.6797775136891318, 0.6822131964376622 ], "distance": 0.007293362827339973, "reference_point": [ 0.16666666666666666, 0.4166666666666667, 0.4166666666666667 ], "reference_point_index": 30 } }, { "constraint_values": { "g": 0.000020303828598911112 }, "objective_values": { "f3": 0.5797687090329638, "f1": 0.814806021134785, "f2": 4.2654385165354885e-6 }, "constraint_violation": 0.0, "variable_values": { "x8": 0.5008901845359388, "x4": 0.4993464145628333, "x9": 0.49967284205010787, "x10": 0.49668380342962304, "x1": 0.3937049861282525, "x2": 3.3326490317757985e-6, "x3": 0.4995550771835298, "x5": 0.4983408891170585, "x6": 0.49940971948820656, "x7": 0.49908805289720914, "x11": 0.5000826749315763, "x12": 0.5019602334478166 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.8122977492563799, 4.2651572813186815e-6, 0.5786459310489199 ], "reference_point_index": 70, "rank": 1, "reference_point": [ 0.5833333333333334, 0.0, 0.4166666666666667 ], "distance": 0.0012749216021814382 } }, { "constraint_values": { "g": 0.0001093275759463642 }, "objective_values": { "f2": 0.00020462918648434645, "f3": 0.3163631032543845, "f1": 0.9487533990087008 }, "constraint_violation": 0.0, "variable_values": { "x12": 0.5014910140125672, "x9": 0.49544132108218175, "x10": 0.501684163553473, "x5": 0.4981068541899749, "x2": 0.00013730752821072834, "x4": 0.5007296024515898, "x1": 0.20490037735922242, "x3": 0.49417535772742227, "x7": 0.5065380736198353, "x6": 0.5009320582480162, "x8": 0.5010458954584405, "x11": 0.500857133516517 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.0004930323168733198, "normalised_objectives": [ 0.9458327879957966, 0.00020461895289112348, 0.3157504266584424 ], "reference_point_index": 81, "rank": 1, "reference_point": [ 0.75, 0.0, 0.25 ] } }, { "constraint_values": { "g": 0.000053443180982298826 }, "objective_values": { "f1": 0.7626255702525581, "f2": 0.12757335961484037, "f3": 0.6342193364536288 }, "constraint_violation": 0.0, "variable_values": { "x6": 0.499276102855716, "x12": 0.49855117650232167, "x3": 0.4960722846879535, "x2": 0.10551788244350302, "x4": 0.49992468503097026, "x1": 0.4373288498688509, "x5": 0.49770404779678046, "x10": 0.5037855197533124, "x11": 0.49931138697844035, "x7": 0.49850122322748003, "x9": 0.4973197770802951, "x8": 0.4975747632005263 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.5, 0.08333333333333333, 0.4166666666666667 ], "distance": 0.0009965743776442885, "rank": 1, "reference_point_index": 64, "normalised_objectives": [ 0.7602779289314364, 0.12756702279164764, 0.632991111432692 ] } }, { "constraint_values": { "g": 0.00006041324284665758 }, "objective_values": { "f2": 1.35218977226801e-6, "f1": 0.3163456184668751, "f3": 0.9487076893387314 }, "constraint_violation": 0.0, "variable_values": { "x6": 0.49915265178935503, "x1": 0.7951009726279579, "x3": 0.5015021324091032, "x7": 0.506372885530101, "x9": 0.5023436074187673, "x10": 0.500807361920039, "x11": 0.5000593603326986, "x12": 0.5013318341691799, "x4": 0.4993624093979328, "x2": 2.721171701968517e-6, "x8": 0.497632009739537, "x5": 0.49830010660736906 }, "is_feasible": true, "evaluated": true, "data": { "distance": 0.00023877687404615653, "rank": 1, "reference_point": [ 0.25, 0.0, 0.75 ], "reference_point_index": 36, "normalised_objectives": [ 0.3153717904445613, 1.3520532423422453e-6, 0.946870438003133 ] } }, { "constraint_values": { "g": 0.005804206096520428 }, "objective_values": { "f3": 0.2643945688656232, "f1": 0.6866524043227379, "f2": 0.6857449151059134 }, "constraint_violation": 0.0, "variable_values": { "x1": 0.16933729276404813, "x4": 0.49920619689130846, "x11": 0.4956972597795166, "x2": 0.49957903918474633, "x9": 0.4998081708518572, "x6": 0.49864815792967154, "x5": 0.4977419354561507, "x7": 0.5037495915419141, "x12": 0.5016711292460087, "x10": 0.5015224334207272, "x3": 0.42411275631079154, "x8": 0.4997642015759108 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.4166666666666667, 0.4166666666666667, 0.16666666666666666 ], "distance": 0.009818601338062937, "rank": 1, "normalised_objectives": [ 0.6845386362582779, 0.6857108530918843, 0.26388253257857264 ], "reference_point_index": 60 } }, { "constraint_values": { "g": 0.00004810245904219744 }, "objective_values": { "f1": 0.7066015738914638, "f3": 0.5649236488953965, "f2": 0.4262296258177601 }, "constraint_violation": 0.0, "variable_values": { "x2": 0.3455425453949133, "x8": 0.49928059144575127, "x5": 0.49658555928238995, "x7": 0.49830821414842147, "x9": 0.5015371415085534, "x11": 0.5045263731284748, "x10": 0.500937439259805, "x12": 0.5014836745744938, "x3": 0.5000078924322886, "x1": 0.3821678080736507, "x4": 0.5025580046029821, "x6": 0.4992319014197959 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "normalised_objectives": [ 0.7044263949696619, 0.42620845430459886, 0.5638296192964154 ], "distance": 0.0031486379268013498, "reference_point": [ 0.4166666666666667, 0.25, 0.3333333333333333 ], "reference_point_index": 58 } }, { "constraint_values": { "g": 0.0005049893252590369 }, "objective_values": { "f1": 0.4027928201530781, "f2": 0.8165189726795377, "f3": 0.41480711776947515 }, "constraint_violation": 0.0, "variable_values": { "x9": 0.49544143606988855, "x4": 0.49953210248027047, "x11": 0.5038302517069877, "x1": 0.27215541624857686, "x5": 0.4977577968237554, "x7": 0.49621320762031773, "x6": 0.5011933424685282, "x2": 0.7082516680624859, "x12": 0.5039697635923479, "x10": 0.5190574294130558, "x3": 0.49417207540964897, "x8": 0.5059681137912364 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "normalised_objectives": [ 0.40155287595224, 0.81647841492837, 0.4140037981980123 ], "distance": 0.008820200360865718, "reference_point": [ 0.25, 0.5, 0.25 ], "reference_point_index": 42 } }, { "constraint_values": { "g": 0.0001451420786250262 }, "objective_values": { "f3": 5.446487507415515e-6, "f2": 0.9492014376019565, "f1": 0.3151300303814088 }, "constraint_violation": 0.0, "variable_values": { "x11": 0.4916188320580173, "x12": 0.5016445311385416, "x4": 0.4994742505525121, "x6": 0.4994185290013195, "x2": 0.7959344123940105, "x1": 3.4668384530515462e-6, "x3": 0.4998239415021351, "x9": 0.49702484778529893, "x10": 0.4962857765034456, "x7": 0.49916792282583133, "x8": 0.5063605172925367, "x5": 0.4972156539809615 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "reference_point": [ 0.25, 0.75, 0.0 ], "reference_point_index": 45, "distance": 0.0021106553120642676, "normalised_objectives": [ 0.31415994438485934, 0.949154289320289, 5.416229810298364e-6 ] } }, { "constraint_values": { "g": 0.005120200601474606 }, "objective_values": { "f3": 0.0004507397736037454, "f1": 0.9005504200090289, "f2": 0.44640268313750814 }, "constraint_violation": 0.0, "variable_values": { "x4": 0.4287618787998919, "x5": 0.5009371805756782, "x10": 0.5022708211865113, "x11": 0.5027811078902568, "x3": 0.4960734140249138, "x7": 0.4982854618403574, "x8": 0.49980038540674937, "x2": 0.29297340789341786, "x1": 0.0002854881053177549, "x6": 0.4989024656137306, "x9": 0.5012651994860545, "x12": 0.4967815662211999 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.8977781954368037, 0.4463805095993271, 0.0004498471776785605 ], "reference_point": [ 0.6666666666666666, 0.3333333333333333, 0.0 ], "rank": 1, "distance": 0.0022883998698207605, "reference_point_index": 80 } }, { "constraint_values": { "g": 0.001783770266798836 }, "objective_values": { "f1": 0.6412844409918024, "f2": 0.12588441403545175, "f3": 0.7592615507285647 }, "constraint_violation": 0.0, "variable_values": { "x3": 0.4999942506379158, "x1": 0.5475584337510384, "x6": 0.49921651690015856, "x4": 0.4991610266310383, "x8": 0.5016777892619565, "x11": 0.4956805476253496, "x10": 0.5002738922046654, "x7": 0.498907659666403, "x12": 0.499042075132786, "x9": 0.45833225553294743, "x2": 0.123399681972854, "x5": 0.4952467808097352 }, "is_feasible": true, "evaluated": true, "data": { "reference_point": [ 0.4166666666666667, 0.08333333333333333, 0.5 ], "reference_point_index": 56, "rank": 1, "normalised_objectives": [ 0.6393103321504702, 0.1258781611046359, 0.7577911736589483 ], "distance": 0.006097253562804373 } }, { "constraint_values": { "g": 0.00006985338175158908 }, "objective_values": { "f3": 0.49154862151592343, "f1": 0.8627444106355902, "f2": 0.1191291158610763 }, "constraint_violation": 0.0, "variable_values": { "x6": 0.49806633632062647, "x7": 0.5037606803259238, "x2": 0.08735308896972113, "x12": 0.4984172525819447, "x3": 0.49426932160053816, "x4": 0.49640488301579017, "x8": 0.50147426679696, "x5": 0.5002454487781929, "x10": 0.5006390722913173, "x11": 0.49899247060955704, "x9": 0.49979085168462106, "x1": 0.32711288869677946 }, "is_feasible": true, "evaluated": true, "data": { "rank": 1, "normalised_objectives": [ 0.8600885668199826, 0.11912319847571991, 0.4905966872349506 ], "reference_point_index": 71, "distance": 0.0037434653434799754, "reference_point": [ 0.5833333333333334, 0.08333333333333333, 0.3333333333333333 ] } }, { "constraint_values": { "g": 0.00003239774317600785 }, "objective_values": { "f1": 0.6346276678585387, "f3": 0.10830679398703345, "f2": 0.7652334010618252 }, "constraint_violation": 0.0, "variable_values": { "x3": 0.5001843988800582, "x8": 0.49976776112421356, "x12": 0.5017471535479568, "x1": 0.06908351802632225, "x7": 0.4994354150201562, "x6": 0.4986372439927478, "x4": 0.4990950544717854, "x10": 0.49848611022172185, "x11": 0.49569265814238606, "x5": 0.49767806674412557, "x9": 0.4998386212969139, "x2": 0.5592245841867205 }, "is_feasible": true, "evaluated": true, "data": { "normalised_objectives": [ 0.6326740510052984, 0.7651953907393939, 0.10809703141354329 ], "reference_point": [ 0.4166666666666667, 0.5, 0.08333333333333333 ], "reference_point_index": 61, "rank": 1, "distance": 0.01925775692167966 } } ], "generation": 400, "algorithm": "NSGA3", "additional_data": { "reference_points": [ [ 0.0, 0.0, 1.0 ], [ 0.0, 0.08333333333333333, 0.9166666666666666 ], [ 0.0, 0.16666666666666666, 0.8333333333333334 ], [ 0.0, 0.25, 0.75 ], [ 0.0, 0.3333333333333333, 0.6666666666666666 ], [ 0.0, 0.4166666666666667, 0.5833333333333334 ], [ 0.0, 0.5, 0.5 ], [ 0.0, 0.5833333333333334, 0.4166666666666667 ], [ 0.0, 0.6666666666666666, 0.3333333333333333 ], [ 0.0, 0.75, 0.25 ], [ 0.0, 0.8333333333333334, 0.16666666666666666 ], [ 0.0, 0.9166666666666666, 0.08333333333333333 ], [ 0.0, 1.0, 0.0 ], [ 0.08333333333333333, 0.0, 0.9166666666666666 ], [ 0.08333333333333333, 0.08333333333333333, 0.8333333333333334 ], [ 0.08333333333333333, 0.16666666666666666, 0.75 ], [ 0.08333333333333333, 0.25, 0.6666666666666666 ], [ 0.08333333333333333, 0.3333333333333333, 0.5833333333333334 ], [ 0.08333333333333333, 0.4166666666666667, 0.5 ], [ 0.08333333333333333, 0.5, 0.4166666666666667 ], [ 0.08333333333333333, 0.5833333333333334, 0.3333333333333333 ], [ 0.08333333333333333, 0.6666666666666666, 0.25 ], [ 0.08333333333333333, 0.75, 0.16666666666666666 ], [ 0.08333333333333333, 0.8333333333333334, 0.08333333333333333 ], [ 0.08333333333333333, 0.9166666666666666, 0.0 ], [ 0.16666666666666666, 0.0, 0.8333333333333334 ], [ 0.16666666666666666, 0.08333333333333333, 0.75 ], [ 0.16666666666666666, 0.16666666666666666, 0.6666666666666666 ], [ 0.16666666666666666, 0.25, 0.5833333333333334 ], [ 0.16666666666666666, 0.3333333333333333, 0.5 ], [ 0.16666666666666666, 0.4166666666666667, 0.4166666666666667 ], [ 0.16666666666666666, 0.5, 0.3333333333333333 ], [ 0.16666666666666666, 0.5833333333333334, 0.25 ], [ 0.16666666666666666, 0.6666666666666666, 0.16666666666666666 ], [ 0.16666666666666666, 0.75, 0.08333333333333333 ], [ 0.16666666666666666, 0.8333333333333334, 0.0 ], [ 0.25, 0.0, 0.75 ], [ 0.25, 0.08333333333333333, 0.6666666666666666 ], [ 0.25, 0.16666666666666666, 0.5833333333333334 ], [ 0.25, 0.25, 0.5 ], [ 0.25, 0.3333333333333333, 0.4166666666666667 ], [ 0.25, 0.4166666666666667, 0.3333333333333333 ], [ 0.25, 0.5, 0.25 ], [ 0.25, 0.5833333333333334, 0.16666666666666666 ], [ 0.25, 0.6666666666666666, 0.08333333333333333 ], [ 0.25, 0.75, 0.0 ], [ 0.3333333333333333, 0.0, 0.6666666666666666 ], [ 0.3333333333333333, 0.08333333333333333, 0.5833333333333334 ], [ 0.3333333333333333, 0.16666666666666666, 0.5 ], [ 0.3333333333333333, 0.25, 0.4166666666666667 ], [ 0.3333333333333333, 0.3333333333333333, 0.3333333333333333 ], [ 0.3333333333333333, 0.4166666666666667, 0.25 ], [ 0.3333333333333333, 0.5, 0.16666666666666666 ], [ 0.3333333333333333, 0.5833333333333334, 0.08333333333333333 ], [ 0.3333333333333333, 0.6666666666666666, 0.0 ], [ 0.4166666666666667, 0.0, 0.5833333333333334 ], [ 0.4166666666666667, 0.08333333333333333, 0.5 ], [ 0.4166666666666667, 0.16666666666666666, 0.4166666666666667 ], [ 0.4166666666666667, 0.25, 0.3333333333333333 ], [ 0.4166666666666667, 0.3333333333333333, 0.25 ], [ 0.4166666666666667, 0.4166666666666667, 0.16666666666666666 ], [ 0.4166666666666667, 0.5, 0.08333333333333333 ], [ 0.4166666666666667, 0.5833333333333334, 0.0 ], [ 0.5, 0.0, 0.5 ], [ 0.5, 0.08333333333333333, 0.4166666666666667 ], [ 0.5, 0.16666666666666666, 0.3333333333333333 ], [ 0.5, 0.25, 0.25 ], [ 0.5, 0.3333333333333333, 0.16666666666666666 ], [ 0.5, 0.4166666666666667, 0.08333333333333333 ], [ 0.5, 0.5, 0.0 ], [ 0.5833333333333334, 0.0, 0.4166666666666667 ], [ 0.5833333333333334, 0.08333333333333333, 0.3333333333333333 ], [ 0.5833333333333334, 0.16666666666666666, 0.25 ], [ 0.5833333333333334, 0.25, 0.16666666666666666 ], [ 0.5833333333333334, 0.3333333333333333, 0.08333333333333333 ], [ 0.5833333333333334, 0.4166666666666667, 0.0 ], [ 0.6666666666666666, 0.0, 0.3333333333333333 ], [ 0.6666666666666666, 0.08333333333333333, 0.25 ], [ 0.6666666666666666, 0.16666666666666666, 0.16666666666666666 ], [ 0.6666666666666666, 0.25, 0.08333333333333333 ], [ 0.6666666666666666, 0.3333333333333333, 0.0 ], [ 0.75, 0.0, 0.25 ], [ 0.75, 0.08333333333333333, 0.16666666666666666 ], [ 0.75, 0.16666666666666666, 0.08333333333333333 ], [ 0.75, 0.25, 0.0 ], [ 0.8333333333333334, 0.0, 0.16666666666666666 ], [ 0.8333333333333334, 0.08333333333333333, 0.08333333333333333 ], [ 0.8333333333333334, 0.16666666666666666, 0.0 ], [ 0.9166666666666666, 0.0, 0.08333333333333333 ], [ 0.9166666666666666, 0.08333333333333333, 0.0 ], [ 1.0, 0.0, 0.0 ] ], "ideal_point": [ 2.364013087604016e-10, 6.936814392665853e-11, 1.9748478441397243e-8 ] }, "took": { "hours": 0, "minutes": 0, "seconds": 27 }, "exported_on": "2024-08-10T18:02:00.000000000Z" }