{"id":"W4416667973","doi":"10.1090/proc/17463","title":"Hopf-Lax approximation for value functions of Lévy optimal control problems","year":2025,"lang":"en","type":"article","venue":"Proceedings of the American Mathematical Society","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Deutsche Forschungsgemeinschaft","keywords":"Optimal control; Separable space; Bellman equation; Function (biology); Operator (biology); Banach space; Convergence (economics); Stochastic control; Consistency (knowledge bases)","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":[0.005414652,0.00126215,0.001106048,0.001753639,0.001158407,0.002795217,0.00145395,0.002013427,0.002328039],"category_scores_gemma":[0.01440817,0.0005014366,0.001254252,0.0007224793,0.004308508,0.00496213,0.002997724,0.002723984,0.0003468511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511332,"about_ca_system_score_gemma":0.002095961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157978,"about_ca_topic_score_gemma":0.001071429,"domain_scores_codex":[0.9988406,0.0004958509,0.00005791025,0.0001118715,0.0003377925,0.0001559663],"domain_scores_gemma":[0.9960719,0.002295264,0.0003947622,0.0001755381,0.0006432745,0.0004192431],"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":[0.00002772844,0.00002309628,0.0003347926,0.00005180602,0.00001578533,0.00008901401,0.0001608339,0.03903009,0.001732809,0.9557583,0.0001853459,0.00259051],"study_design_scores_gemma":[0.00001775137,0.00003395352,0.0001052308,0.00003015005,0.000007790498,0.00003937457,0.00007052417,0.6012381,0.0008212613,0.3969897,0.0006273925,0.00001879324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07746542,0.0009406526,0.9102427,0.0008153539,0.0001190209,0.00007034178,0.00002931837,0.00007820037,0.01023892],"genre_scores_gemma":[0.8672091,0.001338152,0.1167412,0.0002949575,0.000188618,0.000274431,0.0000890142,0.0001398752,0.01372464],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005414652,"threshold_uncertainty_score":0.02863574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402484069238262,"score_gpt":0.227345165717501,"score_spread":0.2133203250251184,"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."}}