{"id":"W2169896638","doi":"10.1109/icsmc.2007.4413842","title":"Pattern search optimization applied to convex and non-convex economic dispatch","year":2007,"lang":"en","type":"article","venue":"","topic":"Electric Power System Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Economic dispatch; Mathematical optimization; Heuristic; Regular polygon; Quadratic equation; Computer science; Electric power system; Function (biology); Convex function; Point (geometry); Mathematics; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009866458,0.000557859,0.0009038024,0.0004023669,0.0002758024,0.0005875155,0.0005362505,0.0006128855,0.001920319],"category_scores_gemma":[0.003962808,0.0004318916,0.0003744719,0.001114697,0.0005286845,0.0005909973,0.0005981765,0.0007142281,0.0003782524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004945481,"about_ca_system_score_gemma":0.0008358019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002784461,"about_ca_topic_score_gemma":0.002146351,"domain_scores_codex":[0.9993635,0.0003271081,0.00003555471,0.00005842826,0.0001871729,0.00002836562],"domain_scores_gemma":[0.9990164,0.0006023035,0.0000868106,0.0001262186,0.0001452421,0.00002294984],"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":[0.00005563244,0.00002551417,0.0003140077,0.0001018429,0.00004048075,0.00007226482,0.0000277155,0.8779089,0.001369217,0.02392335,0.001059328,0.09510174],"study_design_scores_gemma":[0.00001100888,0.00001898241,0.00007489201,0.000003686592,0.000002946557,0.00001782666,0.000002555342,0.9922131,0.0005336221,0.006220715,0.0008980543,0.000002540428],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00843679,0.0002750458,0.9875697,0.0001450811,0.00006321325,0.0000497283,0.00002672399,0.0002100035,0.00322365],"genre_scores_gemma":[0.3782288,0.0005881919,0.6167324,0.00009050166,0.00004406671,0.0003026411,0.00007500733,0.0001105901,0.00382772],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002784461,"threshold_uncertainty_score":0.006424069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003805444646761554,"score_gpt":0.1959202721621657,"score_spread":0.1921148275154042,"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."}}