{"id":"W2098024031","doi":"10.1007/s10589-014-9708-2","title":"Linear equalities in blackbox optimization","year":2014,"lang":"en","type":"article","venue":"Computational Optimization and Applications","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Group for Research in Decision Analysis","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Mathematical optimization; Convergence (economics); Simplex; Optimization problem; Simplex algorithm; Linear programming; Combinatorics","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":[0.002768378,0.001121153,0.001685162,0.0008336008,0.0007647193,0.00306405,0.001686989,0.001488699,0.01811569],"category_scores_gemma":[0.01423412,0.0005937645,0.0006906202,0.001414117,0.002581897,0.00527923,0.003183997,0.002712741,0.001737036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186678,"about_ca_system_score_gemma":0.0008107839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100588,"about_ca_topic_score_gemma":0.000869986,"domain_scores_codex":[0.9982483,0.0009260058,0.0000566424,0.0002630169,0.0003679205,0.000138015],"domain_scores_gemma":[0.9965852,0.002497877,0.0001859818,0.0003328937,0.0002353027,0.0001626751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007089346,0.00004804519,0.0001043135,0.0001037557,0.00002984076,0.00003710132,0.00005437322,0.0838751,0.0003657347,0.8818545,0.00513362,0.02832264],"study_design_scores_gemma":[0.00001466754,0.00001680364,0.00003693255,0.00001881649,0.000009667776,0.00001635538,0.00001221811,0.3401576,0.0003911523,0.6570961,0.002223232,0.000006416886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01910017,0.001347072,0.9380608,0.001357077,0.0004770056,0.00004881436,0.0001086883,0.0002768649,0.0392235],"genre_scores_gemma":[0.7285581,0.001954296,0.1750681,0.0009734425,0.000888972,0.0003418268,0.0002821964,0.0009035673,0.09102947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01811569,"threshold_uncertainty_score":0.06060302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04497652738354387,"score_gpt":0.3669998117124803,"score_spread":0.3220232843289365,"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."}}