{"id":"https://openalex.org/W4406613422","doi":"https://doi.org/10.1109/wsc63780.2024.10838622","title":"Evaluating Solvers for Linearly Constrained Simulation Optimization","display_name":"Evaluating Solvers for Linearly Constrained Simulation Optimization","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406613422","doi":"https://doi.org/10.1109/wsc63780.2024.10838622"},"language":"en","primary_location":{"id":"doi:10.1109/wsc63780.2024.10838622","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc63780.2024.10838622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 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/A5100493768","display_name":"Natthawut Boonsiriphatthanajaroen","orcid":"https://orcid.org/0009-0004-5883-5497"},"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":true,"raw_author_name":"Natthawut Boonsiriphatthanajaroen","raw_affiliation_strings":["School of Operations Research and Information Engr., Cornell University,Ithaca,NY,USA"],"affiliations":[{"raw_affiliation_string":"School of Operations Research and Information Engr., Cornell University,Ithaca,NY,USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091829012","display_name":"Ruiwen He","orcid":null},"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":"Rongyi He","raw_affiliation_strings":["School of Operations Research and Information Engr., Cornell University,Ithaca,NY,USA"],"affiliations":[{"raw_affiliation_string":"School of Operations Research and Information Engr., Cornell University,Ithaca,NY,USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Litong Liu","orcid":null},"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":"Litong Liu","raw_affiliation_strings":["School of Operations Research and Information Engr., Cornell University,Ithaca,NY,USA"],"affiliations":[{"raw_affiliation_string":"School of Operations Research and Information Engr., Cornell University,Ithaca,NY,USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037791128","display_name":"Tinghan Ye","orcid":"https://orcid.org/0000-0001-6369-4554"},"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":"Tinghan Ye","raw_affiliation_strings":["School of Operations Research and Information Engr., Cornell University,Ithaca,NY,USA"],"affiliations":[{"raw_affiliation_string":"School of Operations Research and Information Engr., Cornell University,Ithaca,NY,USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075933702","display_name":"Shane G. Henderson","orcid":"https://orcid.org/0000-0003-1004-4034"},"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":"Shane G. Henderson","raw_affiliation_strings":["School of Operations Research and Information Engr., Cornell University,Ithaca,NY,USA"],"affiliations":[{"raw_affiliation_string":"School of Operations Research and Information Engr., Cornell University,Ithaca,NY,USA","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100493768"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":0.4746,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72759491,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3482","last_page":"3493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9904999732971191,"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":0.9904999732971191,"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/computer-science","display_name":"Computer science","score":0.636228621006012},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42375701665878296},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.35971683263778687},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1715642809867859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.636228621006012},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42375701665878296},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.35971683263778687},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1715642809867859}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc63780.2024.10838622","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc63780.2024.10838622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G478593924","display_name":null,"funder_award_id":"CMMI-2035086","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2061820396","https://openalex.org/W2136885855","https://openalex.org/W2172790076","https://openalex.org/W2963966702","https://openalex.org/W3173141421","https://openalex.org/W4242131402","https://openalex.org/W4254078441","https://openalex.org/W4310885998","https://openalex.org/W4313558783","https://openalex.org/W4323669212","https://openalex.org/W4400256349","https://openalex.org/W6696497002","https://openalex.org/W6747827020","https://openalex.org/W6805848081"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Linearly":[0],"constrained":[1,31],"simulation":[2,32],"optimization":[3,33],"problems":[4,54],"are":[5],"those":[6],"that":[7,18,34],"include":[8],"deterministic":[9],"linear":[10],"constraints":[11],"in":[12],"addition":[13],"to":[14],"an":[15],"objective":[16,42],"function":[17],"can":[19],"only":[20],"be":[21],"evaluated":[22],"through":[23],"simulation.":[24],"We":[25,44],"provide":[26],"several":[27],"solvers":[28,47],"for":[29],"linearly":[30],"all":[35],"rely":[36],"on":[37,48],"gradient":[38],"estimates":[39],"of":[40,51],"the":[41],"function.":[43],"compare":[45],"these":[46],"random":[49],"instances":[50],"4":[52],"test":[53],"from":[55],"SimOpt.":[56]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}