{"id":"https://openalex.org/W2773271314","doi":"https://doi.org/10.1109/tac.2017.2779603","title":"Optimal Computing Budget Allocation to Select the Nondominated Systems\u2014A Large Deviations Perspective","display_name":"Optimal Computing Budget Allocation to Select the Nondominated Systems\u2014A Large Deviations Perspective","publication_year":2017,"publication_date":"2017-12-04","ids":{"openalex":"https://openalex.org/W2773271314","doi":"https://doi.org/10.1109/tac.2017.2779603","mag":"2773271314"},"language":"en","primary_location":{"id":"doi:10.1109/tac.2017.2779603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2017.2779603","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automatic Control","raw_type":"journal-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/A5009104206","display_name":"Juxin Li","orcid":"https://orcid.org/0000-0003-3531-7190"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Juxin Li","raw_affiliation_strings":["Department of Industrial Systems Engineering and Management, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-3531-7190","affiliations":[{"raw_affiliation_string":"Department of Industrial Systems Engineering and Management, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101697632","display_name":"Weizhi Liu","orcid":"https://orcid.org/0000-0002-0566-1604"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weizhi Liu","raw_affiliation_strings":["Department of Industrial Systems Engineering and Management, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-0566-1604","affiliations":[{"raw_affiliation_string":"Department of Industrial Systems Engineering and Management, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049158387","display_name":"Giulia Pedrielli","orcid":"https://orcid.org/0000-0001-6726-9790"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Giulia Pedrielli","raw_affiliation_strings":["Department of Industrial Systems Engineering and Management, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Systems Engineering and Management, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007751109","display_name":"Loo Hay Lee","orcid":"https://orcid.org/0000-0001-9359-0027"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Loo Hay Lee","raw_affiliation_strings":["Department of Industrial Systems Engineering and Management, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9359-0027","affiliations":[{"raw_affiliation_string":"Department of Industrial Systems Engineering and Management, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077706028","display_name":"Ek Peng Chew","orcid":"https://orcid.org/0000-0001-6461-1634"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ek Peng Chew","raw_affiliation_strings":["Department of Industrial Systems Engineering and Management, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Systems Engineering and Management, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009104206"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":3.3483,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.93461343,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"63","issue":"9","first_page":"2913","last_page":"2927"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.995199978351593,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.995199978351593,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9939000010490417,"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/T11413","display_name":"Risk and Portfolio Optimization","score":0.9879000186920166,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7853920459747314},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.581782341003418},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.549889862537384},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5233806371688843},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5138195157051086},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48846831917762756},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.48243626952171326},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.4507829248905182},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4125969707965851},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.3256223201751709},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30901679396629333}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7853920459747314},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.581782341003418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.549889862537384},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5233806371688843},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5138195157051086},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48846831917762756},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.48243626952171326},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.4507829248905182},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4125969707965851},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.3256223201751709},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30901679396629333},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tac.2017.2779603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2017.2779603","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automatic Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4955006832","display_name":null,"funder_award_id":"MOE2015-T2-2-005","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"}],"funders":[{"id":"https://openalex.org/F4320320751","display_name":"Ministry of Education - Singapore","ror":"https://ror.org/01kcva023"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W315176923","https://openalex.org/W585593720","https://openalex.org/W1492655370","https://openalex.org/W1536615069","https://openalex.org/W1886591465","https://openalex.org/W1904476284","https://openalex.org/W1977764678","https://openalex.org/W1979760818","https://openalex.org/W2000978341","https://openalex.org/W2014606110","https://openalex.org/W2015923411","https://openalex.org/W2026507776","https://openalex.org/W2040441233","https://openalex.org/W2041104376","https://openalex.org/W2078594829","https://openalex.org/W2103438028","https://openalex.org/W2117674213","https://openalex.org/W2117968765","https://openalex.org/W2122470810","https://openalex.org/W2141771453","https://openalex.org/W2142238123","https://openalex.org/W2143242804","https://openalex.org/W2146879621","https://openalex.org/W2148043048","https://openalex.org/W2159172260","https://openalex.org/W2160860428","https://openalex.org/W2225186078","https://openalex.org/W2292086980","https://openalex.org/W2292688905","https://openalex.org/W2335629539","https://openalex.org/W2782364332","https://openalex.org/W2796837256","https://openalex.org/W3143017114","https://openalex.org/W3148687029","https://openalex.org/W4210869902","https://openalex.org/W4212920552","https://openalex.org/W4240078139","https://openalex.org/W4244276361","https://openalex.org/W4249113853","https://openalex.org/W4250589301","https://openalex.org/W4254049438","https://openalex.org/W4297661281","https://openalex.org/W4301454587","https://openalex.org/W6639921562","https://openalex.org/W6681952518","https://openalex.org/W6688936716","https://openalex.org/W6696981879","https://openalex.org/W6747578134"],"related_works":["https://openalex.org/W1494981348","https://openalex.org/W2337862504","https://openalex.org/W2123512339","https://openalex.org/W1979141062","https://openalex.org/W2084351816","https://openalex.org/W4289753243","https://openalex.org/W2310143336","https://openalex.org/W4235804352","https://openalex.org/W4225092426","https://openalex.org/W159345135"],"abstract_inverted_index":{"We":[0,51],"consider":[1],"the":[2,10,30,38,68,72,76,85,90,103,117,123,127,131,144,156,175,182,186,192,198],"optimal":[3,146,176],"computing":[4],"budget":[5,110,177],"allocation":[6,111],"problem":[7,25,54],"to":[8,121,142,150,173],"select":[9],"nondominated":[11],"systems":[12,39],"on":[13],"finite":[14],"sets":[15],"under":[16],"a":[17,56,62,140,162],"stochastic":[18],"multi-objective":[19],"ranking":[20],"and":[21,48,60,100],"selection":[22,34,80],"setting.":[23],"This":[24],"has":[26,135],"been":[27],"addressed":[28],"in":[29,191,195],"settings":[31],"of":[32,71,75,78,87,116,126,130,158,185,197,201],"correct":[33],"guarantee":[35],"when":[36],"all":[37],"have":[40],"normally":[41,159],"distributed":[42,160],"objectives":[43],"with":[44],"no":[45],"correlation":[46],"within":[47],"between":[49],"solutions.":[50],"revisit":[52],"this":[53],"from":[55],"large":[57],"deviation":[58],"perspective":[59],"present":[61],"mathematically":[63],"robust":[64],"formulation":[65,96],"that":[66],"maximizes":[67],"lower":[69,128],"bound":[70,129],"rate":[73,132,199],"function":[74,133,200],"probability":[77,86],"false":[79],"(P":[81],"(FS))":[82],"defined":[83],"as":[84],"not":[88],"identifying":[89],"true":[91],"Pareto":[92],"set.":[93],"The":[94],"proposed":[95,149,187],"allows":[97],"general":[98],"distributions":[99],"explicitly":[101],"characterizes":[102],"sampling":[104],"correlations":[105],"across":[106],"performance":[107],"measures.":[108],"Three":[109],"strategies":[112,188],"are":[113],"proposed.":[114],"One":[115],"approaches":[118],"is":[119,148,166],"guaranteed":[120],"attain":[122],"global":[124,145],"optimum":[125],"but":[134],"high":[136],"computational":[137,152],"cost.":[138],"Therefore,":[139],"heuristic":[141],"approximate":[143],"strategy":[147],"save":[151],"resources.":[153],"Finally,":[154],"for":[155],"case":[157],"objectives,":[161],"computationally":[163],"efficient":[164],"procedure":[165],"proposed,":[167],"which":[168],"adopts":[169],"an":[170],"iterative":[171],"algorithm":[172],"find":[174],"allocation.":[178],"Numerical":[179],"experiments":[180],"illustrate":[181],"significant":[183],"improvements":[184],"over":[189],"others":[190],"existing":[193],"literature":[194],"terms":[196],"P":[202],"(FS).":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-24T08:33:08.758527","created_date":"2025-10-10T00:00:00"}
