{"id":"https://openalex.org/W2782884958","doi":"https://doi.org/10.1109/tac.2018.2791425","title":"Simulation Budget Allocation for Selecting the Top-m Designs With Input Uncertainty","display_name":"Simulation Budget Allocation for Selecting the Top-m Designs With Input Uncertainty","publication_year":2018,"publication_date":"2018-01-09","ids":{"openalex":"https://openalex.org/W2782884958","doi":"https://doi.org/10.1109/tac.2018.2791425","mag":"2782884958"},"language":"en","primary_location":{"id":"doi:10.1109/tac.2018.2791425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2018.2791425","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/A5066361885","display_name":"Hui Xiao","orcid":"https://orcid.org/0000-0003-0666-3633"},"institutions":[{"id":"https://openalex.org/I204831749","display_name":"Southwestern University of Finance and Economics","ror":"https://ror.org/04ewct822","country_code":"CN","type":"education","lineage":["https://openalex.org/I204831749"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hui Xiao","raw_affiliation_strings":["Department of Management Science, Southwestern University of Finance and Economics, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Department of Management Science, Southwestern University of Finance and Economics, Chengdu, China","institution_ids":["https://openalex.org/I204831749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076608196","display_name":"Siyang Gao","orcid":"https://orcid.org/0000-0002-3574-6393"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Siyang Gao","raw_affiliation_strings":["Department of Systems Engineering and Engineering Management, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Engineering Management, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066361885"],"corresponding_institution_ids":["https://openalex.org/I204831749"],"apc_list":null,"apc_paid":null,"fwci":6.5643,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.96711873,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"63","issue":"9","first_page":"3127","last_page":"3134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9994000196456909,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9994000196456909,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7126266360282898},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6798885464668274},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6567743420600891},{"id":"https://openalex.org/keywords/asymptotically-optimal-algorithm","display_name":"Asymptotically optimal algorithm","score":0.5182026028633118},{"id":"https://openalex.org/keywords/budget-constraint","display_name":"Budget constraint","score":0.4676741063594818},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2399015724658966},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17250308394432068},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08884331583976746}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7126266360282898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6798885464668274},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6567743420600891},{"id":"https://openalex.org/C181789720","wikidata":"https://www.wikidata.org/wiki/Q4812191","display_name":"Asymptotically optimal algorithm","level":2,"score":0.5182026028633118},{"id":"https://openalex.org/C8505890","wikidata":"https://www.wikidata.org/wiki/Q605095","display_name":"Budget constraint","level":2,"score":0.4676741063594818},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2399015724658966},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17250308394432068},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08884331583976746},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C133425853","wikidata":"https://www.wikidata.org/wiki/Q60571","display_name":"Neoclassical economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tac.2018.2791425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2018.2791425","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/G3128607360","display_name":null,"funder_award_id":"71601158","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G436398155","display_name":null,"funder_award_id":"61603321","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1536615069","https://openalex.org/W1698608285","https://openalex.org/W1986412858","https://openalex.org/W2000164994","https://openalex.org/W2015923411","https://openalex.org/W2029530218","https://openalex.org/W2032148774","https://openalex.org/W2037728958","https://openalex.org/W2046282120","https://openalex.org/W2054222839","https://openalex.org/W2075637591","https://openalex.org/W2096749624","https://openalex.org/W2115799946","https://openalex.org/W2117674213","https://openalex.org/W2129088710","https://openalex.org/W2144304907","https://openalex.org/W2145719944","https://openalex.org/W2146879621","https://openalex.org/W2163142799","https://openalex.org/W2180251445","https://openalex.org/W2197840208","https://openalex.org/W2280174025","https://openalex.org/W2291845375","https://openalex.org/W2312449412","https://openalex.org/W2607129756","https://openalex.org/W4212920552","https://openalex.org/W4237029372","https://openalex.org/W4237881810","https://openalex.org/W4246970543","https://openalex.org/W4248518610","https://openalex.org/W4256363058"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"This":[0],"paper":[1,31],"considers":[2],"the":[3,7,35,40,50,64,78,97,107],"problem":[4],"of":[5,17,29,37,52,54,102],"selecting":[6,39],"top-m":[8,41],"designs":[9,42],"using":[10],"simulation":[11,46,91,109],"with":[12,83],"input":[13,84],"uncertainty.":[14],"The":[15,27],"performance":[16],"each":[18],"design":[19],"is":[20,32,93],"measured":[21],"by":[22],"its":[23],"worst":[24],"case":[25],"performance.":[26],"objective":[28],"this":[30],"to":[33,49,95],"maximize":[34],"probability":[36,53],"correctly":[38],"given":[43],"a":[44,60,89],"fixed":[45],"budget.":[47],"Due":[48],"complexity":[51],"correct":[55],"selection":[56,117],"(PCS),":[57],"we":[58],"develop":[59],"lower":[61],"bound":[62],"for":[63],"PCS":[65],"and":[66],"derive":[67],"an":[68],"asymptotically":[69],"optimal":[70],"budget":[71,80,110],"allocation":[72,81,98,111],"rule.":[73,99],"Useful":[74],"insights":[75],"on":[76],"characterizing":[77],"efficient":[79],"rule":[82,112],"uncertainty":[85],"are":[86],"provided.":[87],"Meanwhile,":[88],"sequential":[90],"procedure":[92],"suggested":[94],"implement":[96],"A":[100],"series":[101],"numerical":[103],"experiments":[104],"indicate":[105],"that":[106],"proposed":[108],"can":[113],"outperform":[114],"all":[115],"existing":[116],"rules.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}