{"id":"W7117298013","doi":"10.3390/axioms15010008","title":"Averaged Iterative Algorithms for Convex Optimization Problems over a Common Fixed-Points Set of Demicontractive Mappings","year":2025,"lang":"en","type":"article","venue":"Axioms","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Hilbert space; Bounded function; Convergence (economics); Convex optimization; Minification; Quadratic equation; Iterative method; Set (abstract data type)","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":[0.002162798,0.0009952068,0.001117003,0.0008838574,0.0004822934,0.0008787895,0.001706419,0.001242578,0.001159768],"category_scores_gemma":[0.004341378,0.0004083776,0.001112693,0.0007370829,0.001199663,0.001540513,0.002015944,0.001458418,0.000259996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030893,"about_ca_system_score_gemma":0.001079798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471246,"about_ca_topic_score_gemma":0.001556452,"domain_scores_codex":[0.9989941,0.0003373737,0.00008122437,0.0001714153,0.0003496448,0.00006629193],"domain_scores_gemma":[0.9988337,0.0004987234,0.0001404517,0.0001594888,0.0002918753,0.00007578555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001445004,0.00006736323,0.001194894,0.000250532,0.0001833653,0.0001751006,0.0002507283,0.6267602,0.01469358,0.2247965,0.001040476,0.1304427],"study_design_scores_gemma":[0.000006882205,0.00005245244,0.00007892176,0.000009939224,0.000008362932,0.00004467933,0.0000107759,0.9805315,0.002551073,0.01549242,0.001203534,0.000009469351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005273821,0.0001116391,0.9939068,0.00002950972,0.00001734185,0.00001501598,0.000006366521,0.00004545071,0.0005940193],"genre_scores_gemma":[0.2647541,0.0003006012,0.7316497,0.00008354186,0.00005307156,0.0001960698,0.00009471147,0.00008432919,0.002783894],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002162798,"threshold_uncertainty_score":0.01143813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640749668156665,"score_gpt":0.2835957253020276,"score_spread":0.2671882286204609,"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."}}