{"id":"https://openalex.org/W2914811027","doi":"https://doi.org/10.1145/3299872","title":"An Introduction to Multiobjective Simulation Optimization","display_name":"An Introduction to Multiobjective Simulation Optimization","publication_year":2019,"publication_date":"2019-01-24","ids":{"openalex":"https://openalex.org/W2914811027","doi":"https://doi.org/10.1145/3299872","mag":"2914811027"},"language":"en","primary_location":{"id":"doi:10.1145/3299872","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3299872","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3299872","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/10.1145/3299872","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","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":true,"raw_author_name":"Susan R. Hunter","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"raw_orcid":"https://orcid.org/0000-0003-0881-0895","affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045711384","display_name":"Eric A. Applegate","orcid":null},"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":"Eric A. Applegate","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021681966","display_name":"Viplove Arora","orcid":"https://orcid.org/0000-0002-3162-5949"},"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":"Viplove Arora","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041380818","display_name":"Bryan Chong","orcid":"https://orcid.org/0000-0002-3565-7657"},"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":"Bryan Chong","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101481977","display_name":"Kyle Cooper","orcid":"https://orcid.org/0000-0001-7389-2159"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kyle Cooper","raw_affiliation_strings":["Purdue University and Tata Consultancy Services, Milford, OH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University and Tata Consultancy Services, Milford, OH","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055182610","display_name":"Oscar Rinc\u00f3n\u2010Guevara","orcid":"https://orcid.org/0000-0003-1739-5769"},"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":"Oscar Rinc\u00f3n-Guevara","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036726078","display_name":"Carolina Vivas-Valencia","orcid":"https://orcid.org/0009-0003-4071-5051"},"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":"Carolina Vivas-Valencia","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5062066146"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":7.4242,"has_fulltext":true,"cited_by_count":63,"citation_normalized_percentile":{"value":0.97217107,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"29","issue":"1","first_page":"1","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9911999702453613,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7151233553886414},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5799062848091125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5769230723381042},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5657073855400085},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.555670440196991},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.5461481809616089},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5451405048370361},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5148676633834839},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5071432590484619},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4276796281337738},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3983120620250702},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1761612594127655}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7151233553886414},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5799062848091125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5769230723381042},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5657073855400085},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.555670440196991},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.5461481809616089},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5451405048370361},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5148676633834839},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5071432590484619},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4276796281337738},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3983120620250702},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1761612594127655},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3299872","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3299872","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3299872","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:10.1145/3299872","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3299872","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3299872","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":[{"id":"https://metadata.un.org/sdg/16","score":0.6700000166893005,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2198938822","display_name":null,"funder_award_id":"1554144","funder_id":"https://openalex.org/F4320337391","funder_display_name":"Division of Civil, Mechanical and Manufacturing Innovation"},{"id":"https://openalex.org/G370151054","display_name":null,"funder_award_id":"5P30HS024384","funder_id":"https://openalex.org/F4320332177","funder_display_name":"Agency for Healthcare Research and Quality"},{"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"},{"id":"https://openalex.org/G7476984553","display_name":null,"funder_award_id":"CMMI-1554144 and CMMI-1549608","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7629898324","display_name":null,"funder_award_id":"1549608","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"},{"id":"https://openalex.org/F4320309036","display_name":"Purdue University","ror":"https://ror.org/02dqehb95"},{"id":"https://openalex.org/F4320332177","display_name":"Agency for Healthcare Research and Quality","ror":"https://ror.org/03jmfdf59"},{"id":"https://openalex.org/F4320337391","display_name":"Division of Civil, Mechanical and Manufacturing Innovation","ror":"https://ror.org/028yd4c30"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2914811027.pdf","grobid_xml":"https://content.openalex.org/works/W2914811027.grobid-xml"},"referenced_works_count":211,"referenced_works":["https://openalex.org/W42649658","https://openalex.org/W105267264","https://openalex.org/W118030049","https://openalex.org/W306289341","https://openalex.org/W315176923","https://openalex.org/W334209797","https://openalex.org/W571778674","https://openalex.org/W600148761","https://openalex.org/W641771830","https://openalex.org/W984308716","https://openalex.org/W1484329423","https://openalex.org/W1490010216","https://openalex.org/W1490324987","https://openalex.org/W1492655370","https://openalex.org/W1504943474","https://openalex.org/W1536615069","https://openalex.org/W1543403517","https://openalex.org/W1553373771","https://openalex.org/W1561610472","https://openalex.org/W1579824288","https://openalex.org/W1585268704","https://openalex.org/W1595498733","https://openalex.org/W1604175135","https://openalex.org/W1604956359","https://openalex.org/W1778533647","https://openalex.org/W1796856472","https://openalex.org/W1832379062","https://openalex.org/W1846834309","https://openalex.org/W1963665823","https://openalex.org/W1963679962","https://openalex.org/W1965896332","https://openalex.org/W1966055670","https://openalex.org/W1968977056","https://openalex.org/W1977764678","https://openalex.org/W1978930363","https://openalex.org/W1979571476","https://openalex.org/W1979760818","https://openalex.org/W1980801260","https://openalex.org/W1982253018","https://openalex.org/W1983648307","https://openalex.org/W1984576194","https://openalex.org/W1986412858","https://openalex.org/W1987772706","https://openalex.org/W1988390667","https://openalex.org/W1989173004","https://openalex.org/W1990023680","https://openalex.org/W1997001466","https://openalex.org/W1997099992","https://openalex.org/W1997188340","https://openalex.org/W2000164994","https://openalex.org/W2001591765","https://openalex.org/W2003356218","https://openalex.org/W2004586020","https://openalex.org/W2004775490","https://openalex.org/W2006307174","https://openalex.org/W2006595583","https://openalex.org/W2008499862","https://openalex.org/W2008611704","https://openalex.org/W2012710602","https://openalex.org/W2013228514","https://openalex.org/W2013926956","https://openalex.org/W2015910646","https://openalex.org/W2020320008","https://openalex.org/W2022418420","https://openalex.org/W2023822116","https://openalex.org/W2024008934","https://openalex.org/W2029932115","https://openalex.org/W2031357430","https://openalex.org/W2031925902","https://openalex.org/W2033413738","https://openalex.org/W2039191483","https://openalex.org/W2040441233","https://openalex.org/W2040719305","https://openalex.org/W2043620701","https://openalex.org/W2044732262","https://openalex.org/W2045792852","https://openalex.org/W2046609661","https://openalex.org/W2047138946","https://openalex.org/W2048408962","https://openalex.org/W2052919414","https://openalex.org/W2053228469","https://openalex.org/W2055063123","https://openalex.org/W2056289270","https://openalex.org/W2058192020","https://openalex.org/W2060727197","https://openalex.org/W2062126104","https://openalex.org/W2063698478","https://openalex.org/W2070056617","https://openalex.org/W2071017454","https://openalex.org/W2072620509","https://openalex.org/W2073577518","https://openalex.org/W2076431410","https://openalex.org/W2083135504","https://openalex.org/W2083166183","https://openalex.org/W2084802973","https://openalex.org/W2088140565","https://openalex.org/W2088677683","https://openalex.org/W2091318345","https://openalex.org/W2092068837","https://openalex.org/W2094176506","https://openalex.org/W2098819712","https://openalex.org/W2098907614","https://openalex.org/W2100228661","https://openalex.org/W2100717205","https://openalex.org/W2103446957","https://openalex.org/W2103545122","https://openalex.org/W2105946861","https://openalex.org/W2108353709","https://openalex.org/W2111577378","https://openalex.org/W2115799946","https://openalex.org/W2117968765","https://openalex.org/W2122203560","https://openalex.org/W2122994540","https://openalex.org/W2123440207","https://openalex.org/W2125899728","https://openalex.org/W2127366041","https://openalex.org/W2127818650","https://openalex.org/W2131847304","https://openalex.org/W2133854849","https://openalex.org/W2135243999","https://openalex.org/W2135562158","https://openalex.org/W2138826651","https://openalex.org/W2138974391","https://openalex.org/W2140481308","https://openalex.org/W2141771453","https://openalex.org/W2143185749","https://openalex.org/W2144104079","https://openalex.org/W2144658708","https://openalex.org/W2147939087","https://openalex.org/W2148121522","https://openalex.org/W2152551290","https://openalex.org/W2153778428","https://openalex.org/W2156106639","https://openalex.org/W2157537118","https://openalex.org/W2157580705","https://openalex.org/W2158749171","https://openalex.org/W2160374150","https://openalex.org/W2171045040","https://openalex.org/W2171706402","https://openalex.org/W2181317554","https://openalex.org/W2197840208","https://openalex.org/W2244455713","https://openalex.org/W2279124682","https://openalex.org/W2289542989","https://openalex.org/W2289722169","https://openalex.org/W2290370189","https://openalex.org/W2291182488","https://openalex.org/W2292688905","https://openalex.org/W2294586855","https://openalex.org/W2297772417","https://openalex.org/W2322533100","https://openalex.org/W2326917672","https://openalex.org/W2343835401","https://openalex.org/W2343860577","https://openalex.org/W2397940186","https://openalex.org/W2436219157","https://openalex.org/W2463705371","https://openalex.org/W2469713394","https://openalex.org/W2473296991","https://openalex.org/W2474920480","https://openalex.org/W2483301655","https://openalex.org/W2487375125","https://openalex.org/W2497037503","https://openalex.org/W2507057565","https://openalex.org/W2560952676","https://openalex.org/W2572398237","https://openalex.org/W2592166057","https://openalex.org/W2593264580","https://openalex.org/W2599108524","https://openalex.org/W2599937626","https://openalex.org/W2615258659","https://openalex.org/W2627878397","https://openalex.org/W2727285023","https://openalex.org/W2730141551","https://openalex.org/W2735676410","https://openalex.org/W2747244135","https://openalex.org/W2753712420","https://openalex.org/W2761502135","https://openalex.org/W2763920787","https://openalex.org/W2773271314","https://openalex.org/W2782364332","https://openalex.org/W2782804943","https://openalex.org/W2783210257","https://openalex.org/W2783919261","https://openalex.org/W2784067743","https://openalex.org/W2784093904","https://openalex.org/W2798766386","https://openalex.org/W2811135641","https://openalex.org/W2883303788","https://openalex.org/W2886522229","https://openalex.org/W2962987192","https://openalex.org/W2963480953","https://openalex.org/W2969776220","https://openalex.org/W2970576388","https://openalex.org/W3024007786","https://openalex.org/W3083394164","https://openalex.org/W3103595226","https://openalex.org/W3105444733","https://openalex.org/W3106992008","https://openalex.org/W3162631694","https://openalex.org/W4211127055","https://openalex.org/W4233783227","https://openalex.org/W4237029372","https://openalex.org/W4244873519","https://openalex.org/W4248313157","https://openalex.org/W4292408320","https://openalex.org/W4298110920","https://openalex.org/W4298716064","https://openalex.org/W4299552397","https://openalex.org/W4301359866","https://openalex.org/W4302114916"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4241467429","https://openalex.org/W2001591765","https://openalex.org/W2073147994","https://openalex.org/W1588199609","https://openalex.org/W2384474142","https://openalex.org/W1550055091","https://openalex.org/W2744462909","https://openalex.org/W3083133203","https://openalex.org/W1971520370"],"abstract_inverted_index":{"The":[0],"multiobjective":[1,9,115],"simulation":[2],"optimization":[3,10],"(MOSO)":[4],"problem":[5,11],"is":[6,54],"a":[7,149],"nonlinear":[8],"in":[12,48,165],"which":[13],"multiple":[14],"simultaneous":[15],"and":[16,41,99,117,125,137],"conflicting":[17],"objective":[18],"functions":[19],"can":[20],"only":[21],"be":[22,78],"observed":[23],"with":[24,121,128],"stochastic":[25],"error.":[26],"We":[27,157],"provide":[28],"an":[29,93],"introduction":[30,89],"to":[31,45,70,82,90,148],"MOSO":[32,57,72,91,110,120,127],"at":[33,39],"the":[34,61,68,71,83,133,154],"advanced":[35],"tutorial":[36],"level,":[37],"aimed":[38],"researchers":[40],"practitioners":[42],"who":[43],"wish":[44],"begin":[46],"working":[47],"this":[49,75,166],"emerging":[50,167],"area.":[51],"Our":[52,88],"focus":[53,142],"exclusively":[55],"on":[56,111,143],"methods":[58,144],"that":[59,103,145,163],"characterize":[60],"entire":[62],"efficient":[63,151],"or":[64],"Pareto-optimal":[65],"set":[66,76,152],"as":[67,80],"solution":[69],"problem;":[73],"later,":[74],"may":[77],"used":[79],"input":[81],"broader":[84],"multicriteria":[85],"decision-making":[86],"process.":[87],"includes":[92],"overview":[94],"of":[95,135],"existing":[96],"theory,":[97],"methods,":[98],"provably":[100,146],"convergent":[101],"algorithms":[102],"explicitly":[104],"control":[105],"sampling":[106],"error":[107],"for":[108],"(1)":[109],"finite":[112],"sets,":[113],"called":[114],"ranking":[116],"selection;":[118],"(2)":[119],"integer-ordered":[122,136],"decision":[123,130,139],"variables;":[124],"(3)":[126],"continuous":[129,138],"variables.":[131],"In":[132],"context":[134],"variables,":[140],"we":[141],"converge":[147],"local":[150],"under":[153],"natural":[155],"ordering.":[156],"also":[158],"discuss":[159],"key":[160],"open":[161],"questions":[162],"remain":[164],"field.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}