{"id":"W2032825015","doi":"10.5539/cis.v8n2p73","title":"Memetic Elitist Pareto Evolutionary Algorithm for Virtual Network Embedding","year":2015,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memetic algorithm; Embedding; Evolutionary algorithm; Virtual network; Pareto principle; Evolutionary computation; Convergence (economics); Network virtualization","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100983,0.0001241279,0.0001361605,0.0001627948,0.0004646321,0.0006995392,0.0007227358,0.00004171743,0.000001394952],"category_scores_gemma":[0.00006580118,0.0001116647,0.00003462516,0.0008883768,0.0001962151,0.00806936,0.0004693423,0.00007422544,0.00002761855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006664429,"about_ca_system_score_gemma":0.0002737353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004458717,"about_ca_topic_score_gemma":1.754456e-7,"domain_scores_codex":[0.9985452,0.0000192615,0.0003207727,0.0002499113,0.0004595513,0.0004053148],"domain_scores_gemma":[0.9987431,0.0001334902,0.0001140058,0.0002912594,0.0004531509,0.0002649902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003376913,0.000008998663,0.000183133,0.000007032244,0.000003811629,6.220665e-7,0.0009584352,0.01988516,5.11101e-7,0.07562251,0.02813051,0.8751959],"study_design_scores_gemma":[0.0003502626,0.0001608616,0.00223595,0.00002306156,0.000002007732,0.00003502403,0.00003366172,0.9348933,0.000005139796,0.002880706,0.059225,0.0001551018],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006072252,0.0002107281,0.9961805,0.0002245492,0.00181324,0.00019115,0.000004996166,0.0001700278,0.0005975218],"genre_scores_gemma":[0.08336005,0.00004315264,0.913908,0.002021358,0.00058578,0.00003516229,0.00001458463,0.000004668527,0.0000272451],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9150081,"threshold_uncertainty_score":0.6745672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909180827633053,"score_gpt":0.2588879385513823,"score_spread":0.2397961302750518,"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."}}