{"id":"W3118804465","doi":"10.1109/cdc42340.2020.9304072","title":"Finite-time Newton seeking control for a class of unknown static maps","year":2020,"lang":"en","type":"article","venue":"","topic":"Extremum Seeking Control Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Stability (learning theory); Newton's method; Control theory (sociology); Descent (aeronautics); Class (philosophy); Mathematical optimization; Mathematics; Quasi-Newton method; Applied mathematics; Gradient descent; Multivariable calculus; Function (biology); Computer science; Control (management); Engineering; Nonlinear system; Artificial intelligence; Control engineering","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":[0.0002901833,0.0004054974,0.0003301584,0.0002298297,0.0003094309,0.0003647515,0.0003961904,0.0002915618,0.000671084],"category_scores_gemma":[0.0006472635,0.0001616312,0.000237096,0.0001639797,0.0005940472,0.0003945529,0.0003416833,0.0003583716,0.0001029508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003938929,"about_ca_system_score_gemma":0.0003544867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484862,"about_ca_topic_score_gemma":0.001321404,"domain_scores_codex":[0.9998322,0.00003436083,0.000005846433,0.00003489915,0.0000751893,0.00001751091],"domain_scores_gemma":[0.9998252,0.00005966471,0.000051444,0.00001105264,0.00004287009,0.000009762854],"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":[0.00009926336,0.00004848828,0.0006578514,0.0002011687,0.00003773071,0.0001899262,0.0002552543,0.7608132,0.04637975,0.07725938,0.001012732,0.1130452],"study_design_scores_gemma":[0.000005382193,0.0001070129,0.0002265379,0.000004898093,0.000005659639,0.0000388187,0.00001054041,0.9912505,0.002955984,0.003495501,0.001890466,0.000008645505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02824901,0.0001507949,0.9677222,0.00004842878,0.00002102468,0.00001894551,0.000006330725,0.00008789288,0.003695331],"genre_scores_gemma":[0.9343636,0.0002330707,0.06119638,0.00002834093,0.00003497033,0.00006214184,0.00002007643,0.00001794222,0.004043464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001484862,"threshold_uncertainty_score":0.002952456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183623264954936,"score_gpt":0.2007733481254358,"score_spread":0.1889371154758864,"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."}}