{"id":"W2129200137","doi":"10.5539/mas.v4n10p133","title":"A New Method for Unconstrained Optimization Problem","year":2010,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Mathematical optimization; Convergence (economics); Optimization problem; Current (fluid); Scale (ratio); Optimization algorithm; Algorithm; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008602799,0.0009343022,0.0009503369,0.001001375,0.0005034143,0.0008861101,0.001454584,0.001304086,0.005488116],"category_scores_gemma":[0.001838933,0.0003922659,0.0009629421,0.0007146326,0.0007987657,0.001605809,0.001765089,0.001634648,0.001934875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004050047,"about_ca_system_score_gemma":0.0009686411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277097,"about_ca_topic_score_gemma":0.001354853,"domain_scores_codex":[0.9992976,0.0002076951,0.00003168886,0.000125173,0.0003020729,0.00003568294],"domain_scores_gemma":[0.9996624,0.0001513364,0.00002712743,0.00003891773,0.00009180409,0.00002839819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001326752,0.0001015423,0.0004675421,0.0009756254,0.0001783846,0.0003447778,0.0001664207,0.1721576,0.01983359,0.2996638,0.02219924,0.4837788],"study_design_scores_gemma":[0.00006753179,0.00009409469,0.0001729211,0.00008781571,0.00004401483,0.0004057859,0.00002061494,0.8619971,0.004168275,0.05927804,0.07360374,0.00005994328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004608226,0.0004552847,0.9964431,0.0001034942,0.0001584963,0.0000290769,0.00002562833,0.000109945,0.00221424],"genre_scores_gemma":[0.0299863,0.001328207,0.9523559,0.0003791692,0.0003758806,0.0004407184,0.0001623216,0.0003603997,0.01461116],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005488116,"threshold_uncertainty_score":0.0183596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04018548817521325,"score_gpt":0.3930405509756252,"score_spread":0.3528550628004119,"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."}}