{"id":"https://openalex.org/W4234706367","doi":"https://doi.org/10.1109/wsc.2009.5429660","title":"Optimal Computing Budget Allocation for constrained optimization","display_name":"Optimal Computing Budget Allocation for constrained optimization","publication_year":2009,"publication_date":"2009-12-01","ids":{"openalex":"https://openalex.org/W4234706367","doi":"https://doi.org/10.1109/wsc.2009.5429660"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2009.5429660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2009.5429660","pdf_url":null,"source":{"id":"https://openalex.org/S4363608998","display_name":"Proceedings of the 2009 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2009 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/A5013031003","display_name":"Nugroho A. Pujowidianto","orcid":null},"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":"Nugroho Artadi Pujowidianto","raw_affiliation_strings":["Department of Industrial and Systems Engineering, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, 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 and Systems Engineering, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017945484","display_name":"Chun\u2010Hung Chen","orcid":"https://orcid.org/0000-0001-7824-1814"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chun-Hung Chen","raw_affiliation_strings":["Department of Systems Engineering and Operations Research, George Mason University, Fairfax, VA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Operations Research, George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103442751","display_name":"Chee Meng Yap","orcid":null},"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":"Chee Meng Yap","raw_affiliation_strings":["Department of Industrial and Systems Engineering, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013031003"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":4.0366,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.94876033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"584","last_page":"589"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9894000291824341,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7581210136413574},{"id":"https://openalex.org/keywords/budget-constraint","display_name":"Budget constraint","score":0.6948197484016418},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6724852323532104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6259288191795349},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6083338856697083},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.5801608562469482},{"id":"https://openalex.org/keywords/optimal-design","display_name":"Optimal design","score":0.5426374673843384},{"id":"https://openalex.org/keywords/asymptotically-optimal-algorithm","display_name":"Asymptotically optimal algorithm","score":0.5257138609886169},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24003931879997253}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7581210136413574},{"id":"https://openalex.org/C8505890","wikidata":"https://www.wikidata.org/wiki/Q605095","display_name":"Budget constraint","level":2,"score":0.6948197484016418},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6724852323532104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6259288191795349},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6083338856697083},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.5801608562469482},{"id":"https://openalex.org/C186394612","wikidata":"https://www.wikidata.org/wiki/Q7098942","display_name":"Optimal design","level":2,"score":0.5426374673843384},{"id":"https://openalex.org/C181789720","wikidata":"https://www.wikidata.org/wiki/Q4812191","display_name":"Asymptotically optimal algorithm","level":2,"score":0.5257138609886169},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24003931879997253},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C133425853","wikidata":"https://www.wikidata.org/wiki/Q60571","display_name":"Neoclassical economics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2009.5429660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2009.5429660","pdf_url":null,"source":{"id":"https://openalex.org/S4363608998","display_name":"Proceedings of the 2009 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2009 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1536615069","https://openalex.org/W1964187450","https://openalex.org/W1969807725","https://openalex.org/W2037728958","https://openalex.org/W2047138946","https://openalex.org/W2054222839","https://openalex.org/W2058587139","https://openalex.org/W2073577518","https://openalex.org/W2140481308","https://openalex.org/W2143317495","https://openalex.org/W2144304907","https://openalex.org/W2144694569","https://openalex.org/W3143806515","https://openalex.org/W3148687029","https://openalex.org/W4237697081","https://openalex.org/W4239751802","https://openalex.org/W4248052283","https://openalex.org/W4300553073","https://openalex.org/W6681277988","https://openalex.org/W6685283413"],"related_works":["https://openalex.org/W2176720246","https://openalex.org/W1985880417","https://openalex.org/W2989719196","https://openalex.org/W951976365","https://openalex.org/W2290046611","https://openalex.org/W2784207660","https://openalex.org/W4234706367","https://openalex.org/W2117931432","https://openalex.org/W2783371403","https://openalex.org/W2519640009"],"abstract_inverted_index":{"In":[0,72],"this":[1,73],"paper,":[2],"we":[3,75],"consider":[4],"the":[5,9,19,32,41,48,56,70,79,90,109,114],"problem":[6],"of":[7,16,21,37,50,81,92,121],"selecting":[8],"best":[10,29],"design":[11,30,33],"from":[12],"a":[13,22,85],"discrete":[14],"number":[15,91],"alternatives":[17],"in":[18,108],"presence":[20],"stochastic":[23],"constraint":[24,52,57],"via":[25],"simulation":[26,93],"experiments.":[27],"The":[28,44,59],"is":[31,54,66,100],"with":[34,104],"smallest":[35],"mean":[36],"main":[38],"objective":[39],"among":[40],"feasible":[42,45],"designs.":[43],"designs":[46,49],"are":[47],"which":[51],"measure":[53],"below":[55],"limit.":[58],"Optimal":[60],"Computing":[61],"Budget":[62],"Allocation":[63,106],"(OCBA)":[64],"framework":[65],"used":[67],"to":[68],"tackle":[69],"problem.":[71],"framework,":[74],"aim":[76],"at":[77],"maximizing":[78],"probability":[80,120],"correct":[82,122],"selection":[83],"given":[84],"computing":[86],"budget":[87],"by":[88],"controlling":[89],"replications.":[94],"An":[95],"asymptotically":[96],"optimal":[97],"allocation":[98,116],"rule":[99,117],"derived.":[101],"A":[102],"comparison":[103],"Equal":[105],"(EA)":[107],"numerical":[110],"experiments":[111],"shows":[112],"that":[113],"proposed":[115],"gains":[118],"higher":[119],"selection.":[123]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
