{"id":"W2727779323","doi":"10.1145/3071178.3071294","title":"Reconsidering constraint release for active-set evolution strategies","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Genetic and Evolutionary Computation Conference","topic":"Metaheuristic Optimization Algorithms Research","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Set (abstract data type); Computer science; Constraint (computer-aided design); Mathematics; Programming language","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003560018,0.0008764577,0.001008887,0.0004243906,0.0006294166,0.001957816,0.002580567,0.002167968,0.002565818],"category_scores_gemma":[0.01706078,0.0004317146,0.0006975948,0.0004111583,0.001606786,0.002842733,0.001760962,0.002873939,0.0004215084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005527828,"about_ca_system_score_gemma":0.001196043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024778,"about_ca_topic_score_gemma":0.001014033,"domain_scores_codex":[0.9984292,0.0007346325,0.00009916139,0.0001630112,0.0004197386,0.0001541917],"domain_scores_gemma":[0.9915537,0.006364237,0.0004667864,0.0006644655,0.0006562729,0.0002944973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003171829,0.0003017135,0.001554504,0.0002503968,0.0001347161,0.0006226077,0.0007273311,0.6664581,0.01516117,0.2268787,0.0016617,0.08593191],"study_design_scores_gemma":[0.00004341773,0.0001299542,0.00008311345,0.00003239688,0.00001790906,0.00006401023,0.00003563966,0.9706548,0.003119261,0.02375665,0.002044313,0.00001852492],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04074026,0.0003232512,0.9508663,0.0009414495,0.00009751285,0.0001245373,0.00002043439,0.000202416,0.006683891],"genre_scores_gemma":[0.739153,0.0003771004,0.2560492,0.0004556706,0.00009996904,0.000323457,0.00004993142,0.0001883727,0.003303194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003560018,"threshold_uncertainty_score":0.01882744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07974443942710047,"score_gpt":0.2980548241210974,"score_spread":0.2183103846939969,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}