{"id":"W2042849954","doi":"10.1109/cdc.2011.6161170","title":"Interconnection conditions for the stability of nonlinear sampled-data extremum seeking schemes","year":2011,"lang":"en","type":"article","venue":"","topic":"Extremum Seeking Control Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Interconnection; Stability (learning theory); Nonlinear system; Mathematical optimization; Gradient descent; Set (abstract data type); Computer science; Optimization problem; Point (geometry); Stability conditions; Coupling (piping); Control theory (sociology); Descent (aeronautics); Mathematics; Control (management); Discrete time and continuous time; Engineering; Artificial neural network","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":[0.001440841,0.0005009216,0.0006076032,0.0005690457,0.0005356697,0.001038862,0.0006856207,0.001103503,0.004312867],"category_scores_gemma":[0.007680135,0.0002510815,0.0004000274,0.0003104175,0.001550084,0.001409431,0.001959953,0.001284001,0.0006221466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005647296,"about_ca_system_score_gemma":0.000479587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004555557,"about_ca_topic_score_gemma":0.0004007904,"domain_scores_codex":[0.9993088,0.0002153038,0.00006395428,0.0000914877,0.0002662229,0.0000541117],"domain_scores_gemma":[0.9968503,0.001588662,0.0005824935,0.0002960603,0.0005762521,0.000106219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002502912,0.00008025888,0.002380526,0.0003262011,0.00004333764,0.0005042548,0.0009582969,0.3640923,0.03883048,0.5660527,0.002603933,0.02387743],"study_design_scores_gemma":[0.00003474444,0.0001079835,0.0006803478,0.00003353394,0.000009147932,0.000084863,0.0000693356,0.8970745,0.005262962,0.09486531,0.001758734,0.00001853668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1089063,0.000248458,0.8728572,0.0004137868,0.00005815285,0.00008135845,0.0002589151,0.0002813571,0.01689458],"genre_scores_gemma":[0.9680908,0.000203743,0.02850825,0.00006346338,0.00004627502,0.0002893328,0.0001782118,0.00008043054,0.002539584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004312867,"threshold_uncertainty_score":0.01442802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086603775579376,"score_gpt":0.2732783218141152,"score_spread":0.1646179442561776,"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."}}