{"id":"W2297353497","doi":"","title":"Criteria for Unconditional Convergence to Single or Multiple Consensuses in Discrete Time Linear Consensus Algorithms","year":2012,"lang":"en","type":"article","venue":"","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Digraph; Sequence (biology); Mathematics; Convergence (economics); Consensus algorithm; Consensus; Property (philosophy); Discrete time and continuous time; Strongly connected component; Weak convergence; Algorithm; Asymmetry; Discrete mathematics; Multi-agent system; Computer science; Statistics; Economics","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":[0.009061826,0.0009983853,0.001122364,0.001457823,0.0009566716,0.001997655,0.001981186,0.001436845,0.004065864],"category_scores_gemma":[0.04256263,0.0004204193,0.0006550549,0.0008289196,0.002243009,0.003122415,0.003045486,0.002460014,0.0008455185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146445,"about_ca_system_score_gemma":0.001204629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006811666,"about_ca_topic_score_gemma":0.0005525903,"domain_scores_codex":[0.9948255,0.001950693,0.0004911958,0.0005629397,0.001765647,0.0004041238],"domain_scores_gemma":[0.9617317,0.02513987,0.002702718,0.001456665,0.007375434,0.001593636],"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":[0.0003414053,0.00009638636,0.002052075,0.0004227773,0.00008291861,0.0003206743,0.0006292377,0.3729778,0.007739505,0.574199,0.002486493,0.03865162],"study_design_scores_gemma":[0.00003681516,0.0001651318,0.0003415923,0.00004918596,0.00001425127,0.00008257035,0.00009242161,0.8666903,0.002127463,0.1286642,0.001707365,0.00002874584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03879478,0.0004234058,0.949701,0.0004427384,0.00006005038,0.0001819702,0.00009706306,0.0003058292,0.009993215],"genre_scores_gemma":[0.8914492,0.0004200421,0.1025451,0.0001922541,0.0001350814,0.0007038927,0.0002468838,0.0001798182,0.004127716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009061826,"threshold_uncertainty_score":0.0479241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06395876595364527,"score_gpt":0.3234887149587259,"score_spread":0.2595299490050806,"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."}}