{"id":"https://openalex.org/W3141052790","doi":"https://doi.org/10.1109/wsc.2011.6147988","title":"A robust evolutionary strategy for generative validation of agent-based models using adaptive simulation ensembles","display_name":"A robust evolutionary strategy for generative validation of agent-based models using adaptive simulation ensembles","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W3141052790","doi":"https://doi.org/10.1109/wsc.2011.6147988","mag":"3141052790"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2011.6147988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2011.6147988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2011 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/A5060285076","display_name":"Levent Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-5082-3908"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Levent Yilmaz","raw_affiliation_strings":["Computer Science and Software Engineering, Auburn, AL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083864266","display_name":"Guangyu Zou","orcid":"https://orcid.org/0000-0003-1890-6874"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guangyu Zou","raw_affiliation_strings":["Computer Science and Software Engineering, Auburn, AL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044434662","display_name":"Osman Balc\u0131","orcid":"https://orcid.org/0000-0002-2965-3035"},"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":false,"raw_author_name":"Osman Balci","raw_affiliation_strings":["Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41717734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"2847","last_page":"2859"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/computer-science","display_name":"Computer science","score":0.7439355850219727},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.7132588028907776},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7063180208206177},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.6920522451400757},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.6045174598693848},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5874379277229309},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.535631000995636},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5100200772285461},{"id":"https://openalex.org/keywords/scientific-modelling","display_name":"Scientific modelling","score":0.4437553286552429},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.37408971786499023},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13028064370155334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7439355850219727},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7132588028907776},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7063180208206177},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.6920522451400757},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.6045174598693848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5874379277229309},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.535631000995636},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5100200772285461},{"id":"https://openalex.org/C138379479","wikidata":"https://www.wikidata.org/wiki/Q1116876","display_name":"Scientific modelling","level":2,"score":0.4437553286552429},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.37408971786499023},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13028064370155334},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2011.6147988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2011.6147988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2011 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.416.3859","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.416.3859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informs-sim.org/wsc11papers/254.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W131962202","https://openalex.org/W1491845576","https://openalex.org/W1564370218","https://openalex.org/W1958543557","https://openalex.org/W2008566763","https://openalex.org/W2131370811","https://openalex.org/W2163351703","https://openalex.org/W2320063781","https://openalex.org/W3139656269","https://openalex.org/W3146258135","https://openalex.org/W4239315880","https://openalex.org/W4255651655","https://openalex.org/W6605393703","https://openalex.org/W6615893643","https://openalex.org/W6633613956","https://openalex.org/W6700430270"],"related_works":["https://openalex.org/W590788508","https://openalex.org/W4313233093","https://openalex.org/W2358082531","https://openalex.org/W2589976903","https://openalex.org/W2335596023","https://openalex.org/W2374273535","https://openalex.org/W2026719400","https://openalex.org/W2500176061","https://openalex.org/W2353179089","https://openalex.org/W1952244190"],"abstract_inverted_index":{"Fewstudies":[0],"examine":[1],"distinct":[2],"characteristics":[3],"of":[4,33,65,78,95,105],"problems":[5,50],"studied":[6],"by":[7,26,93],"agent-based":[8,28],"models":[9,46],"and":[10,21,37,54,91,103],"their":[11],"implications":[12],"on":[13,19,62],"operational":[14],"validation.":[15],"This":[16],"paper":[17],"focuses":[18],"exploratory":[20],"generative":[22,40],"modeling":[23,29],"perspective":[24,69],"advocated":[25],"the":[27,63,75,82,85,106],"paradigm.":[30],"The":[31,58,101],"significance":[32],"robustness":[34],"is":[35,43,60,89,108],"emphasized,":[36],"a":[38,98,111],"robust":[39],"validation":[41,73],"strategy":[42,59,83],"proposed":[44],"for":[45],"used":[47],"in":[48,51],"scientific":[49,76,87,99],"which":[52],"ambiguity":[53],"deep":[55],"uncertainty":[56],"pervade.":[57],"predicated":[61],"premise":[64],"creative":[66],"evolutionary":[67],"systems":[68],"that":[70],"enables":[71],"viewing":[72],"within":[74,97],"method":[77,107],"falsification.":[79],"That":[80],"is,":[81],"mimics":[84],"way":[86],"knowledge":[88],"constructed":[90],"validated":[92],"groups":[94],"scientists":[96],"discipline.":[100],"utility":[102],"feasibility":[104],"demonstrated":[109],"using":[110],"case":[112],"study.":[113]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}