{"id":"https://openalex.org/W2097438625","doi":"https://doi.org/10.1109/cec.2011.5949892","title":"A multiobjective optimisation approach for the dynamic inference and refinement of agent-based model specifications","display_name":"A multiobjective optimisation approach for the dynamic inference and refinement of agent-based model specifications","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2097438625","doi":"https://doi.org/10.1109/cec.2011.5949892","mag":"2097438625"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2011.5949892","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949892","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","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/A5047200919","display_name":"Salem F. Adra","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB","US"],"is_corresponding":true,"raw_author_name":"Salem F. Adra","raw_affiliation_strings":["STC, Microsoft, London, UK","[Microsoft, STC, London, UK]"],"affiliations":[{"raw_affiliation_string":"STC, Microsoft, London, UK","institution_ids":["https://openalex.org/I4210164937"]},{"raw_affiliation_string":"[Microsoft, STC, London, UK]","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111878009","display_name":"Mariam Kiran","orcid":null},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mariam Kiran","raw_affiliation_strings":["School of Computing, University of Leeds, Leeds, UK","School of Computing, University of Leeds,Leeds,UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]},{"raw_affiliation_string":"School of Computing, University of Leeds,Leeds,UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078598020","display_name":"Phil McMinn","orcid":"https://orcid.org/0000-0001-9137-7433"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Phil McMinn","raw_affiliation_strings":["Department of Computer Science, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034625397","display_name":"Neil Walkinshaw","orcid":"https://orcid.org/0000-0003-2134-6548"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Neil Walkinshaw","raw_affiliation_strings":["Department of Computer Science, University of Leicester, Leicester, UK","[Department of Computer Science, University of Leicester, Leicester, UK]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Leicester, Leicester, UK","institution_ids":["https://openalex.org/I153648349"]},{"raw_affiliation_string":"[Department of Computer Science, University of Leicester, Leicester, UK]","institution_ids":["https://openalex.org/I153648349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047200919"],"corresponding_institution_ids":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"],"apc_list":null,"apc_paid":null,"fwci":0.4097,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68612238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"9","issue":null,"first_page":"2237","last_page":"2244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9818999767303467,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9596999883651733,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7509809732437134},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.7168233394622803},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5715141296386719},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5517150163650513},{"id":"https://openalex.org/keywords/random-testing","display_name":"Random testing","score":0.44261085987091064},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.4199599027633667},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3651336431503296},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.3645588159561157},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3263934552669525},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30058515071868896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26481911540031433},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11928993463516235}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7509809732437134},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7168233394622803},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5715141296386719},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5517150163650513},{"id":"https://openalex.org/C106159264","wikidata":"https://www.wikidata.org/wiki/Q17146789","display_name":"Random testing","level":4,"score":0.44261085987091064},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.4199599027633667},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3651336431503296},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.3645588159561157},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3263934552669525},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30058515071868896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26481911540031433},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11928993463516235},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2011.5949892","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949892","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1298764489","display_name":null,"funder_award_id":"EP/G009600/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6654320468","display_name":null,"funder_award_id":"EP/F065825/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W6301683","https://openalex.org/W1513281941","https://openalex.org/W2058773721","https://openalex.org/W2091822809","https://openalex.org/W2126105956","https://openalex.org/W2160266959","https://openalex.org/W4253096142"],"related_works":["https://openalex.org/W3006936859","https://openalex.org/W1987040457","https://openalex.org/W2378502887","https://openalex.org/W2184492720","https://openalex.org/W2147116815","https://openalex.org/W2527390967","https://openalex.org/W2102816555","https://openalex.org/W3155744979","https://openalex.org/W2405583496","https://openalex.org/W2547155723"],"abstract_inverted_index":{"Despite":[0],"their":[1,86],"increasing":[2],"popularity,":[3],"agent-based":[4,29,83],"models":[5,84],"are":[6],"hard":[7],"to":[8,74,101,125,167],"test,":[9],"and":[10,45,53,77,131],"so":[11],"far":[12],"no":[13],"established":[14],"testing":[15],"technique":[16,64,91,98],"has":[17],"been":[18],"devised":[19],"for":[20,161],"this":[21,59],"kind":[22],"of":[23,81,154,172],"software":[24],"applications.":[25],"Reverse":[26],"engineering":[27],"an":[28],"model":[30,33,44,108,114,148],"specification":[31,80],"from":[32,85,134],"simulations":[34],"can":[35],"help":[36],"establish":[37],"a":[38,61,67,94],"confidence":[39],"level":[40],"about":[41],"the":[42,79,103,113,127,132,147,150,162,168],"implemented":[43],"in":[46,145,175],"some":[47],"cases":[48],"reveal":[49],"discrepancies":[50],"between":[51],"observed":[52],"normal":[54],"or":[55],"expected":[56],"behaviour.":[57],"In":[58],"study,":[60],"multiobjective":[62,89],"optimisation":[63,90],"based":[65],"on":[66],"simple":[68],"random":[69,128,155],"search":[70,104,129,156],"algorithm":[71],"is":[72],"deployed":[73,124],"dynamically":[75],"infer":[76],"refine":[78],"three":[82],"simulations.":[87],"The":[88,116],"also":[92,123],"incorporates":[93],"dynamic":[95],"invariant":[96],"detection":[97],"which":[99],"serves":[100],"guide":[102],"towards":[105],"uncovering":[106],"new":[107],"behaviour":[109],"that":[110],"better":[111],"captures":[112],"specification.":[115],"Non-dominated":[117],"Sorting":[118],"Genetic":[119],"Algorithm":[120],"(NSGA-II)":[121],"was":[122,157],"replace":[126],"algorithm,":[130],"results":[133],"both":[135,140],"approaches":[136],"were":[137],"compared.":[138],"While":[139],"algorithms":[141,174],"revealed":[142],"good":[143],"potential":[144],"capturing":[146],"specifications,":[149],"pure":[151],"exploratory":[152],"nature":[153,171],"found":[158],"more":[159],"suitable":[160],"application":[163],"at":[164],"hand,":[165],"compared":[166],"balanced":[169],"exploitation/exploration":[170],"genetic":[173],"general.":[176]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
