{"id":"https://openalex.org/W4391409182","doi":"https://doi.org/10.1109/wsc60868.2023.10408534","title":"Top-M Factor Screening for Stochastic Simulation: Multi-Armed Bandit and Sequential Bifurcation Combined","display_name":"Top-M Factor Screening for Stochastic Simulation: Multi-Armed Bandit and Sequential Bifurcation Combined","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4391409182","doi":"https://doi.org/10.1109/wsc60868.2023.10408534"},"language":"en","primary_location":{"id":"doi:10.1109/wsc60868.2023.10408534","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc60868.2023.10408534","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101742183","display_name":"Wen Shi","orcid":"https://orcid.org/0000-0002-6530-1782"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wen Shi","raw_affiliation_strings":["Central South University,Business School,Changsha,China,410083"],"affiliations":[{"raw_affiliation_string":"Central South University,Business School,Changsha,China,410083","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100746277","display_name":"Xiang Xie","orcid":"https://orcid.org/0000-0002-9282-2209"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Xie","raw_affiliation_strings":["Central South University,Business School,Changsha,China,410083"],"affiliations":[{"raw_affiliation_string":"Central South University,Business School,Changsha,China,410083","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102761498","display_name":"Hong Wan","orcid":"https://orcid.org/0000-0002-2017-4871"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hong Wan","raw_affiliation_strings":["North Carolina State University,Department of Industrial and Systems Engineering,Raleigh,NC,USA,27607"],"affiliations":[{"raw_affiliation_string":"North Carolina State University,Department of Industrial and Systems Engineering,Raleigh,NC,USA,27607","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101742183"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25628802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"47","issue":null,"first_page":"528","last_page":"539"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bifurcation","display_name":"Bifurcation","score":0.5713347792625427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5615952014923096},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.527126133441925},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33029526472091675},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2154308557510376},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1863320767879486},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.0885966420173645}],"concepts":[{"id":"https://openalex.org/C2781349735","wikidata":"https://www.wikidata.org/wiki/Q4904824","display_name":"Bifurcation","level":3,"score":0.5713347792625427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5615952014923096},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.527126133441925},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33029526472091675},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2154308557510376},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1863320767879486},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.0885966420173645},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc60868.2023.10408534","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc60868.2023.10408534","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321514","display_name":"Central South University","ror":"https://ror.org/00f1zfq44"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W925742927","https://openalex.org/W1964725368","https://openalex.org/W2000080679","https://openalex.org/W2019843505","https://openalex.org/W2036131813","https://openalex.org/W2108823021","https://openalex.org/W2122362394","https://openalex.org/W2136047985","https://openalex.org/W2161016756","https://openalex.org/W2168405694","https://openalex.org/W2621378850","https://openalex.org/W2910303715","https://openalex.org/W2913668833","https://openalex.org/W2951805582","https://openalex.org/W2953914784","https://openalex.org/W3124960982","https://openalex.org/W3126007390","https://openalex.org/W3147833427","https://openalex.org/W4235012301","https://openalex.org/W4254683256","https://openalex.org/W4255927912","https://openalex.org/W4281951756","https://openalex.org/W4319788961","https://openalex.org/W6632992360","https://openalex.org/W6681605418"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2],"novel":[3],"screening":[4,27],"framework":[5,22],"(abbreviated":[6],"to":[7,9,48],"TopmSB)":[8],"identify":[10],"the":[11,17,24,44,69,74],"top":[12],"m":[13],"key":[14],"factors":[15],"affecting":[16],"system":[18],"performance.":[19],"The":[20],"new":[21],"extends":[23],"standard":[25],"SB\u2019s":[26],"mechanism":[28],"while":[29,57],"in":[30,41],"each":[31],"stage":[32],"marrying":[33],"with":[34],"an":[35],"adaptive":[36],"multi-armed":[37],"bandit":[38],"(MAB)":[39],"procedure":[40],"order":[42],"of":[43,73],"largest":[45],"group.":[46],"Compared":[47],"SB,":[49],"TopmSB":[50],"avoids":[51],"specifying":[52],"perplexing":[53],"(un)importance":[54],"threshold":[55],"parameters,":[56],"providing":[58],"desired":[59],"computational":[60],"efficiency":[61,70],"and":[62,71],"statistical":[63],"precision":[64],"guarantee.":[65],"Numerical":[66],"experiments":[67],"demonstrate":[68],"effectiveness":[72],"proposed":[75],"method.":[76]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
