{"id":"https://openalex.org/W2033413738","doi":"https://doi.org/10.1145/2630066","title":"Stochastically Constrained Ranking and Selection via SCORE","display_name":"Stochastically Constrained Ranking and Selection via SCORE","publication_year":2014,"publication_date":"2014-08-13","ids":{"openalex":"https://openalex.org/W2033413738","doi":"https://doi.org/10.1145/2630066","mag":"2033413738"},"language":"en","primary_location":{"id":"doi:10.1145/2630066","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2630066","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2630066","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":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/2630066","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055129023","display_name":"Raghu Pasupathy","orcid":"https://orcid.org/0000-0003-3680-1478"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Raghu Pasupathy","raw_affiliation_strings":["Virginia Tech and IBM Research","Virginia Tech and IBM Research#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech and IBM Research","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech and IBM Research#TAB#","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062066146","display_name":"Susan R. Hunter","orcid":"https://orcid.org/0000-0003-0881-0895"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susan R. Hunter","raw_affiliation_strings":["Cornell University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","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":false,"raw_author_name":"Nugroho A. Pujowidianto","raw_affiliation_strings":["National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"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":["National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","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":["George Mason University, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George Mason University, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055129023"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":15.5431,"has_fulltext":true,"cited_by_count":110,"citation_normalized_percentile":{"value":0.99187984,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"25","issue":"1","first_page":"1","last_page":"26"},"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9876999855041504,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9868999719619751,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7638157606124878},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7004523873329163},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6248157024383545},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5378690361976624},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5178847312927246},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5039765238761902},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.478471964597702},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.47328516840934753},{"id":"https://openalex.org/keywords/budget-constraint","display_name":"Budget constraint","score":0.4730757176876068},{"id":"https://openalex.org/keywords/importance-sampling","display_name":"Importance sampling","score":0.46944352984428406},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.4488376975059509},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.44490933418273926},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.44354015588760376},{"id":"https://openalex.org/keywords/constrained-optimization","display_name":"Constrained optimization","score":0.4132488965988159},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3280855119228363},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10463196039199829},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09407415986061096}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7638157606124878},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7004523873329163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6248157024383545},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5378690361976624},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5178847312927246},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5039765238761902},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.478471964597702},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.47328516840934753},{"id":"https://openalex.org/C8505890","wikidata":"https://www.wikidata.org/wiki/Q605095","display_name":"Budget constraint","level":2,"score":0.4730757176876068},{"id":"https://openalex.org/C52740198","wikidata":"https://www.wikidata.org/wiki/Q1539564","display_name":"Importance sampling","level":3,"score":0.46944352984428406},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.4488376975059509},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.44490933418273926},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.44354015588760376},{"id":"https://openalex.org/C55660270","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization","level":2,"score":0.4132488965988159},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3280855119228363},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10463196039199829},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09407415986061096},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2630066","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2630066","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2630066","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":{"id":"doi:10.1145/2630066","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2630066","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2630066","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1831501841","display_name":null,"funder_award_id":"DE-SC0002223","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G196352833","display_name":null,"funder_award_id":"NSC-100-2218-E-002-027-MY3","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"},{"id":"https://openalex.org/G2857956932","display_name":null,"funder_award_id":"CMMI-1233376","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2873548885","display_name":"Collaborative Research: Inference, Analysis, and Assessment in Simulation Optimization","funder_award_id":"0800688","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G292468324","display_name":null,"funder_award_id":"CMMI-0800688","funder_id":"https://openalex.org/F4320337391","funder_display_name":"Division of Civil, Mechanical and Manufacturing Innovation"},{"id":"https://openalex.org/G3051633420","display_name":null,"funder_award_id":"NSC-100-2218-E-002-027-MY3","funder_id":"https://openalex.org/F4320336023","funder_display_name":"Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning"},{"id":"https://openalex.org/G3418454146","display_name":null,"funder_award_id":"CMMI 478709","funder_id":"https://openalex.org/F4320337391","funder_display_name":"Division of Civil, Mechanical and Manufacturing Innovation"},{"id":"https://openalex.org/G3422549671","display_name":null,"funder_award_id":"NSC-100-2218-E-002-027-MY3","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3634242758","display_name":null,"funder_award_id":"N00014-11-1-0065","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G4428799389","display_name":null,"funder_award_id":"CMMI-1233376","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"},{"id":"https://openalex.org/G5114303330","display_name":null,"funder_award_id":"1R21DK088368-01","funder_id":"https://openalex.org/F4320336023","funder_display_name":"Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning"},{"id":"https://openalex.org/G5877001994","display_name":null,"funder_award_id":"1R21DK088368-01","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6005007850","display_name":null,"funder_award_id":"DE-SC0002223","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"},{"id":"https://openalex.org/G6298864149","display_name":"Collaborative Research: Design Principles for Parallel Simulation Optimization","funder_award_id":"1200315","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6349888655","display_name":null,"funder_award_id":"N000141110419","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G6411847176","display_name":null,"funder_award_id":"CMMI-1233376","funder_id":"https://openalex.org/F4320336023","funder_display_name":"Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning"},{"id":"https://openalex.org/G7511191761","display_name":null,"funder_award_id":"NSC-100-2218-E-002-027-MY3","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7578351261","display_name":null,"funder_award_id":"CMMI-0800688 and CMMI 1200315","funder_id":"https://openalex.org/F4320337391","funder_display_name":"Division of Civil, Mechanical and Manufacturing Innovation"},{"id":"https://openalex.org/G7841496706","display_name":null,"funder_award_id":"DE-SC0002223","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7862842458","display_name":"Stochastic Simulation Optimization: An Optimized Approach","funder_award_id":"1233376","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8038733690","display_name":null,"funder_award_id":"1R21DK088368-01","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"},{"id":"https://openalex.org/G8255797795","display_name":null,"funder_award_id":"1R21DK088368-01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8326812218","display_name":null,"funder_award_id":"NSC-100-2218-E-002-027-MY3","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8373066222","display_name":null,"funder_award_id":"1R21DK088368-01","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8681737925","display_name":null,"funder_award_id":"DE-SC0002223","funder_id":"https://openalex.org/F4320336023","funder_display_name":"Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning"},{"id":"https://openalex.org/G8843499465","display_name":null,"funder_award_id":"CMMI-1233376","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8876996369","display_name":null,"funder_award_id":"N00014","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G943804734","display_name":null,"funder_award_id":"CMMI-1233376","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320336023","display_name":"Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning","ror":null},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"},{"id":"https://openalex.org/F4320337391","display_name":"Division of Civil, Mechanical and Manufacturing Innovation","ror":"https://ror.org/028yd4c30"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2033413738.pdf","grobid_xml":"https://content.openalex.org/works/W2033413738.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W203276351","https://openalex.org/W1492655370","https://openalex.org/W1536615069","https://openalex.org/W1558516341","https://openalex.org/W2000953623","https://openalex.org/W2015923411","https://openalex.org/W2046752469","https://openalex.org/W2069209488","https://openalex.org/W2117058454","https://openalex.org/W2117674213","https://openalex.org/W2122470810","https://openalex.org/W2125726568","https://openalex.org/W2138016587","https://openalex.org/W2142238123","https://openalex.org/W2143242804","https://openalex.org/W2144104079","https://openalex.org/W2158323882","https://openalex.org/W2160860428","https://openalex.org/W2162103747","https://openalex.org/W2166476812","https://openalex.org/W2171285946","https://openalex.org/W2171706402","https://openalex.org/W2296319761","https://openalex.org/W4250037635","https://openalex.org/W4250589301","https://openalex.org/W4301258660"],"related_works":["https://openalex.org/W3123416417","https://openalex.org/W2474851184","https://openalex.org/W2355999325","https://openalex.org/W2335824563","https://openalex.org/W2000609527","https://openalex.org/W2357354566","https://openalex.org/W4312509357","https://openalex.org/W4392186863","https://openalex.org/W3176593762","https://openalex.org/W2884225201"],"abstract_inverted_index":{"Consider":[0],"the":[1,13,52,66,80,83,91,94,112,115,130,142,147,160,164,182,206],"context":[2],"of":[3,65,82,93,173,214],"constrained":[4,174],"Simulation":[5],"Optimization":[6,46],"(SO);":[7],"that":[8,50,106,139],"is,":[9],"optimization":[10,101,117,209],"problems":[11,28,78,176],"where":[12,79],"objective":[14],"and":[15,71,122,144],"constraint":[16],"functions":[17],"are":[18],"known":[19],"through":[20,125],"dependent":[21],"Monte":[22],"Carlo":[23],"estimators.":[24],"For":[25],"solving":[26],"such":[27],"on":[29,69,76,197],"large":[30],"finite":[31],"spaces":[32],",":[33],"we":[34],"provide":[35,134],"an":[36,135],"easily":[37],"implemented":[38],"sampling":[39,166],"framework":[40],"called":[41],"SCORE":[42],"(Sampling":[43],"Criteria":[44],"for":[45],"using":[47],"Rate":[48],"Estimators)":[49],"approximates":[51],"optimal":[53,95,183],"simulation":[54,84,96,149],"budget":[55,97,150],"allocation.":[56],"We":[57,88,103,133],"develop":[58],"a":[59,99,108,126,191,198],"general":[60],"theory,":[61],"but,":[62],"like":[63],"much":[64],"existing":[67],"literature":[68],"ranking":[70],"selection,":[72],"our":[73],"focus":[74],"is":[75,86,123,168,185],"SO":[77,137,175],"distribution":[81],"observations":[85],"Gaussian.":[87],"first":[89],"characterize":[90],"nature":[92],"as":[98],"bi-level":[100,116,208],"problem.":[102],"then":[104],"show":[105],"under":[107],"certain":[109],"asymptotic":[110],"limit,":[111],"solution":[113],"to":[114,179,187,194,204,216],"problem":[118,210],"becomes":[119],"surprisingly":[120],"tractable":[121],"expressed":[124],"single":[127],"intuitive":[128],"measure,":[129],"score":[131,143],".":[132],"iterative":[136],"algorithm":[138,161],"repeatedly":[140],"estimates":[141],"determines":[145],"how":[146],"available":[148],"should":[151],"be":[152],"expended":[153],"across":[154],"contending":[155],"systems.":[156],"Numerical":[157],"experience":[158],"with":[159],"resulting":[162],"from":[163,212],"proposed":[165],"approximation":[167],"very":[169],"encouraging\u2014in":[170],"numerous":[171],"examples":[172],"having":[177],"1,000":[178],"10,000":[180],"systems,":[181],"allocation":[184],"identified":[186],"negligible":[188],"error":[189],"within":[190],"few":[192],"seconds":[193],"1":[195],"minute":[196],"typical":[199],"laptop":[200],"computer.":[201],"Corresponding":[202],"times":[203],"solve":[205],"full":[207],"range":[211],"tens":[213],"minutes":[215],"several":[217],"hours.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
