{"id":"https://openalex.org/W4250463988","doi":"https://doi.org/10.1109/wsc.2012.6465111","title":"Combining metamodel techniques and Bayesian selection procedures to derive computationally efficient simulation-based optimization algorithms","display_name":"Combining metamodel techniques and Bayesian selection procedures to derive computationally efficient simulation-based optimization algorithms","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W4250463988","doi":"https://doi.org/10.1109/wsc.2012.6465111"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2012.6465111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2012.6465111","pdf_url":null,"source":{"id":"https://openalex.org/S4363608782","display_name":"Proceedings Title: Proceedings of the 2012 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 Title: Proceedings of the 2012 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/A5101940846","display_name":"Carolina Osorio","orcid":"https://orcid.org/0000-0003-0979-6052"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Carolina Osorio","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037305170","display_name":"Hoda Bidkhori","orcid":"https://orcid.org/0000-0003-3895-5104"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hoda Bidkhori","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101940846"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":1.7936,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8729352,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T10524","display_name":"Traffic control and management","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10698","display_name":"Transportation Planning and Optimization","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.9002927541732788},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7431831359863281},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5786102414131165},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5231596231460571},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.45093098282814026},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43828529119491577},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26469194889068604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19483405351638794},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11342847347259521}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.9002927541732788},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7431831359863281},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5786102414131165},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5231596231460571},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.45093098282814026},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43828529119491577},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26469194889068604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19483405351638794},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11342847347259521},{"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:10.1109/wsc.2012.6465111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2012.6465111","pdf_url":null,"source":{"id":"https://openalex.org/S4363608782","display_name":"Proceedings Title: Proceedings of the 2012 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 Title: Proceedings of the 2012 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.8399999737739563,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W81783827","https://openalex.org/W128101607","https://openalex.org/W147998453","https://openalex.org/W334209797","https://openalex.org/W1527052633","https://openalex.org/W1558516341","https://openalex.org/W1787924847","https://openalex.org/W2146879621","https://openalex.org/W2167511885","https://openalex.org/W2612936668","https://openalex.org/W2617366772","https://openalex.org/W4213138763","https://openalex.org/W4240347043","https://openalex.org/W4245448682","https://openalex.org/W6631419688"],"related_works":["https://openalex.org/W2080167534","https://openalex.org/W3146440365","https://openalex.org/W2011315860","https://openalex.org/W2140792736","https://openalex.org/W2280241695","https://openalex.org/W2130588191","https://openalex.org/W4239214709","https://openalex.org/W1933534637","https://openalex.org/W2381102509","https://openalex.org/W1734881440"],"abstract_inverted_index":{"This":[0,26],"paper":[1,27],"presents":[2],"a":[3,47,73,87,93,138],"simulation-based":[4],"optimization":[5],"(SO)":[6],"algorithm":[7,70,129],"for":[8],"nonlinear":[9],"problems":[10],"with":[11,90],"general":[12],"constraints":[13],"and":[14,79],"computationally":[15,96],"expensive":[16],"evaluation":[17],"of":[18,41,53,118,126,143,147],"objective":[19],"functions.":[20],"It":[21],"focuses":[22],"on":[23,60],"metamodel":[24,35,62,83],"techniques.":[25],"proposes":[28],"an":[29,68,132],"SO":[30,69,128],"technique":[31],"that":[32,71],"also":[33],"uses":[34],"information":[36,85,91,109],"when":[37],"testing":[38],"the":[39,42,51,54,82,107,111,116,119,124,144],"improvement":[40],"proposed":[43],"points.":[44],"We":[45,122],"use":[46,106],"Bayesian":[48],"framework,":[49],"where":[50],"parameters":[52,117],"prior":[55,120],"distributions":[56],"are":[57],"estimated":[58],"based":[59],"probabilistic":[61,108],"information.":[63],"In":[64,102],"order":[65],"to":[66,114],"derive":[67],"achieves":[72],"good":[74],"trade-off":[75],"between":[76],"detail,":[77],"realism":[78],"computational":[80],"efficiency,":[81],"combines":[84],"from":[86,92,110],"high-resolution":[88],"simulator":[89,142],"lower-resolution":[94],"yet":[95],"efficient":[97],"analytical":[98],"differentiable":[99],"network":[100],"model.":[101],"this":[103,127],"paper,":[104],"we":[105],"queueing":[112],"model":[113],"estimate":[115],"distributions.":[121],"evaluate":[123],"performance":[125],"by":[130],"addressing":[131],"urban":[133],"traffic":[134,141],"management":[135],"problem":[136],"using":[137],"detailed":[139],"microscopic":[140],"Swiss":[145],"city":[146],"Lausanne.":[148]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}