{"id":"https://openalex.org/W2782364332","doi":"https://doi.org/10.1145/3158666","title":"SCORE Allocations for Bi-objective Ranking and Selection","display_name":"SCORE Allocations for Bi-objective Ranking and Selection","publication_year":2018,"publication_date":"2018-01-03","ids":{"openalex":"https://openalex.org/W2782364332","doi":"https://doi.org/10.1145/3158666","mag":"2782364332"},"language":"en","primary_location":{"id":"doi:10.1145/3158666","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3158666","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","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/A5019879490","display_name":"Guy Feldman","orcid":"https://orcid.org/0000-0002-2784-927X"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Guy Feldman","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062066146","display_name":"Susan R. Hunter","orcid":"https://orcid.org/0000-0003-0881-0895"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susan R. Hunter","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019879490"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":1.9058,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.86454069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"28","issue":"1","first_page":"1","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9984999895095825,"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":0.9984999895095825,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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":0.6656339168548584},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6380116939544678},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.568193793296814},{"id":"https://openalex.org/keywords/bivariate-analysis","display_name":"Bivariate analysis","score":0.5475004315376282},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.526964008808136},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.47137415409088135},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.470243364572525},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.4598475694656372},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4539789855480194},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4535747766494751},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4334038496017456},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4112253785133362},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4105573296546936},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22104954719543457}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6656339168548584},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6380116939544678},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.568193793296814},{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.5475004315376282},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.526964008808136},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.47137415409088135},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.470243364572525},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.4598475694656372},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4539789855480194},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4535747766494751},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4334038496017456},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4112253785133362},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4105573296546936},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22104954719543457},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3158666","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3158666","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G705219590","display_name":null,"funder_award_id":"CMMI-1554144","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W105267264","https://openalex.org/W118030049","https://openalex.org/W600148761","https://openalex.org/W641771830","https://openalex.org/W1478687540","https://openalex.org/W1492655370","https://openalex.org/W1536615069","https://openalex.org/W1579824288","https://openalex.org/W1904476284","https://openalex.org/W1963665823","https://openalex.org/W1977764678","https://openalex.org/W1979760818","https://openalex.org/W1986412858","https://openalex.org/W2000811885","https://openalex.org/W2005523447","https://openalex.org/W2008499862","https://openalex.org/W2015923411","https://openalex.org/W2033413738","https://openalex.org/W2068829733","https://openalex.org/W2071017454","https://openalex.org/W2073577518","https://openalex.org/W2084802973","https://openalex.org/W2117058454","https://openalex.org/W2117674213","https://openalex.org/W2122994540","https://openalex.org/W2127818650","https://openalex.org/W2133854849","https://openalex.org/W2142238123","https://openalex.org/W2143242804","https://openalex.org/W2144104079","https://openalex.org/W2148121522","https://openalex.org/W2150534134","https://openalex.org/W2160860428","https://openalex.org/W2174751983","https://openalex.org/W2289722169","https://openalex.org/W2292086980","https://openalex.org/W2292688905","https://openalex.org/W2296319761","https://openalex.org/W2297772417","https://openalex.org/W2397940186","https://openalex.org/W2487375125","https://openalex.org/W2572398237","https://openalex.org/W2747244135","https://openalex.org/W2747753434","https://openalex.org/W2752107986","https://openalex.org/W2782804943","https://openalex.org/W2914811027","https://openalex.org/W3106992008","https://openalex.org/W3144544144","https://openalex.org/W3146923195","https://openalex.org/W3148505853","https://openalex.org/W3148687029","https://openalex.org/W4212920552","https://openalex.org/W4240078139","https://openalex.org/W4241014718","https://openalex.org/W4242116848","https://openalex.org/W4248472947","https://openalex.org/W4249113853","https://openalex.org/W4250589301","https://openalex.org/W4301258660"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4241467429","https://openalex.org/W2073147994","https://openalex.org/W2001591765","https://openalex.org/W2384474142","https://openalex.org/W3083133203","https://openalex.org/W1588199609","https://openalex.org/W2744462909","https://openalex.org/W1971520370","https://openalex.org/W1550055091"],"abstract_inverted_index":{"The":[0,48],"bi-objective":[1,52,77],"ranking":[2],"and":[3,39,94,153,201],"selection":[4],"(R8S)":[5],"problem":[6,16,54,78],"is":[7,37,55,113,199],"a":[8,56,130],"special":[9,73],"case":[10,116],"of":[11,35,58,67,75,102,107],"the":[12,30,51,65,72,76,81,92,96,108,115,119,150,158,162,192],"multi-objective":[13],"simulation":[14,84,120],"optimization":[15],"in":[17,117,171],"which":[18,87,118,172],"two":[19,100],"conflicting":[20],"objectives":[21,93],"are":[22,122,175],"known":[23],"only":[24],"through":[25],"dependent":[26],"Monte":[27],"Carlo":[28],"estimators,":[29],"decision":[31],"space":[32],"or":[33],"number":[34],"systems":[36,59,174],"finite,":[38],"each":[40],"system":[41],"can":[42],"be":[43],"sampled":[44],"to":[45,50,79,134,207],"some":[46],"extent.":[47],"solution":[49],"R8S":[53,109],"set":[57,66],"with":[60,99,191],"non-dominated":[61],"objective":[62],"vectors,":[63],"called":[64],"Pareto":[68],"systems.":[69,210],"We":[70,180],"exploit":[71],"structure":[74],"characterize":[80],"asymptotically":[82],"optimal":[83,151],"budget":[85],"allocation,":[86],"accounts":[88,154],"for":[89,140,155,168,186,203],"dependence":[90],"between":[91,157],"balances":[95],"probabilities":[97],"associated":[98],"types":[101],"misclassification":[103],"error.":[104],"Like":[105],"much":[106],"literature,":[110],"our":[111],"focus":[112],"on":[114],"observations":[121],"bivariate":[123],"normal.":[124],"Assuming":[125],"normality,":[126],"we":[127],"then":[128],"use":[129],"certain":[131],"asymptotic":[132],"limit":[133],"derive":[135],"an":[136,183],"easily-implementable":[137],"Sampling":[138],"Criteria":[139],"Optimization":[141],"using":[142],"Rate":[143],"Estimators":[144],"(SCORE)":[145],"sampling":[146],"framework":[147,195],"that":[148,197],"approximates":[149],"allocation":[152,165],"correlation":[156],"objectives.":[159],"Perhaps":[160],"surprisingly,":[161],"limiting":[163],"SCORE":[164,194],"exclusively":[166],"controls":[167],"misclassification-by-inclusion":[169],"events,":[170],"non-Pareto":[173],"falsely":[176],"estimated":[177],"as":[178],"Pareto.":[179],"also":[181],"provide":[182],"iterative":[184],"algorithm":[185],"implementation.":[187],"Our":[188],"numerical":[189],"experience":[190],"resulting":[193],"indicates":[196],"it":[198],"fast":[200],"accurate":[202],"problems":[204],"having":[205],"up":[206],"ten":[208],"thousand":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":7},{"year":2017,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
