{"id":"https://openalex.org/W2139589146","doi":"https://doi.org/10.1057/jos.2010.14","title":"Discrete-event simulation is dead, long live agent-based simulation!","display_name":"Discrete-event simulation is dead, long live agent-based simulation!","publication_year":2010,"publication_date":"2010-09-01","ids":{"openalex":"https://openalex.org/W2139589146","doi":"https://doi.org/10.1057/jos.2010.14","mag":"2139589146"},"language":"en","primary_location":{"id":"doi:10.1057/jos.2010.14","doi":"https://doi.org/10.1057/jos.2010.14","is_oa":false,"landing_page_url":"https://doi.org/10.1057/jos.2010.14","pdf_url":null,"source":{"id":"https://openalex.org/S207180383","display_name":"Journal of Simulation","issn_l":"1747-7778","issn":["1747-7778","1747-7786","1774-7786"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Simulation","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://nottingham-repository.worktribe.com/output/1446080","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047408988","display_name":"Peer\u2010Olaf Siebers","orcid":"https://orcid.org/0000-0002-0603-5904","observed_orcids":["https://orcid.org/0000-0002-0603-5904"]},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"P O Siebers","raw_affiliation_strings":["University of Nottingham Nottingham UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham Nottingham UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069616469","display_name":"Charles M. Macal","orcid":"https://orcid.org/0000-0001-9167-0699","observed_orcids":["https://orcid.org/0000-0001-9167-0699"]},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]},{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C M Macal","raw_affiliation_strings":["Argonne National Laboratory Argonne IL USA","The University of Chicago Chicago USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory Argonne IL USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"The University of Chicago Chicago USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":null,"display_name":"J Garnett","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J Garnett","raw_affiliation_strings":["University of the West of Scotland Paisley UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the West of Scotland Paisley UK","institution_ids":["https://openalex.org/I868834043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043534868","display_name":"Daniel Buxton","orcid":"https://orcid.org/0000-0002-8729-3736","observed_orcids":["https://orcid.org/0000-0002-8729-3736"]},"institutions":[{"id":"https://openalex.org/I2800623009","display_name":"Quorn (United Kingdom)","ror":"https://ror.org/00vgcn396","country_code":"GB","type":"company","lineage":["https://openalex.org/I2800623009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"D Buxton","raw_affiliation_strings":["David Buxton, dseConsulting LTD, Quorn, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David Buxton, dseConsulting LTD, Quorn, UK","institution_ids":["https://openalex.org/I2800623009"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027815806","display_name":"Michael Pidd","orcid":"https://orcid.org/0000-0002-2132-3410","observed_orcids":["https://orcid.org/0000-0002-2132-3410"]},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M Pidd","raw_affiliation_strings":["Lancaster University, Lancaster, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lancaster University, Lancaster, UK","institution_ids":["https://openalex.org/I67415387"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5047408988"],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":null,"apc_paid":null,"fwci":20.4723,"has_fulltext":false,"cited_by_count":406,"citation_normalized_percentile":{"value":0.9945487,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"4","issue":"3","first_page":"204","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9965999722480774,"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":0.9965999722480774,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.0031999999191612005,"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/T11810","display_name":"Complex Systems and Decision Making","score":9.999999747378752e-05,"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/agent-based-modeling","display_name":"agent-based modeling","score":0.9750000238418579},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"discrete event simulation","score":1.0},{"id":"https://openalex.org/keywords/operational-research","display_name":"operational research","score":0.7149999737739563},{"id":"https://openalex.org/keywords/future-of-simulation","display_name":"future of simulation","score":0.5580000281333923},{"id":"https://openalex.org/keywords/simulation-methods","display_name":"simulation methods","score":0.33000001311302185}],"concepts":[{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.8167327642440796},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7880070209503174},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6299973726272583},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5375632047653198},{"id":"https://openalex.org/C2781433648","wikidata":"https://www.wikidata.org/wiki/Q2100278","display_name":"Panel discussion","level":2,"score":0.5251136422157288},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5238397121429443},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3393250107765198},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3320804238319397},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2342725396156311},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16978973150253296},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1057/jos.2010.14","doi":"https://doi.org/10.1057/jos.2010.14","is_oa":false,"landing_page_url":"https://doi.org/10.1057/jos.2010.14","pdf_url":null,"source":{"id":"https://openalex.org/S207180383","display_name":"Journal of Simulation","issn_l":"1747-7778","issn":["1747-7778","1747-7786","1774-7786"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Simulation","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tjsmxx:v:4:y:2010:i:3:p:204-210","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1057/jos.2010.14","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:eprints.lancs.ac.uk:45659","doi":null,"is_oa":false,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/45659/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:https://nottingham-repository.worktribe.com/:1446080","doi":null,"is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/1446080","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:https://nottingham-repository.worktribe.com/:1446080","doi":null,"is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/1446080","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1793259278","display_name":null,"funder_award_id":"EP/G05956X/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":16,"referenced_works":["https://openalex.org/W18444816","https://openalex.org/W159331010","https://openalex.org/W1512342490","https://openalex.org/W1969559940","https://openalex.org/W1976592998","https://openalex.org/W1994821665","https://openalex.org/W2008318777","https://openalex.org/W2035900354","https://openalex.org/W2150704630","https://openalex.org/W2167989376","https://openalex.org/W2497585850","https://openalex.org/W2913117594","https://openalex.org/W2988934653","https://openalex.org/W3149462652","https://openalex.org/W4239446034","https://openalex.org/W4301493934"],"related_works":["https://openalex.org/W7096088011","https://openalex.org/W2170727913","https://openalex.org/W4236399551","https://openalex.org/W2296113993","https://openalex.org/W1961439268","https://openalex.org/W4240303379","https://openalex.org/W4292730045","https://openalex.org/W7096266299","https://openalex.org/W4234489522","https://openalex.org/W4236504871"],"abstract_inverted_index":{"There":[0],"has":[1],"been":[2],"much":[3],"discussion":[4,60],"about":[5],"why":[6],"agent-based":[7],"simulation":[8,17],"(ABS)":[9],"is":[10,24],"not":[11],"as":[12,15,22,29],"widely":[13],"used":[14],"discrete-event":[16],"in":[18,25,79],"Operational":[19,49],"Research":[20,50],"(OR)":[21],"it":[23],"neighbouring":[26],"disciplines":[27],"such":[28],"Computer":[30],"Science,":[31],"the":[32,47,59,66,76,80],"Social":[33],"Sciences":[34],"or":[35],"Economics.":[36],"To":[37],"consider":[38],"this":[39],"issue,":[40],"a":[41],"plenary":[42],"panel":[43],"was":[44],"organised":[45],"at":[46],"UK":[48],"Society's":[51],"Simulation":[52],"Workshop":[53],"2010":[54],"(SW10).":[55],"This":[56],"paper":[57],"captures":[58],"that":[61,73],"took":[62],"place":[63],"and":[64,69],"addresses":[65],"key":[67],"questions":[68],"opportunities":[70],"regarding":[71],"ABS":[72],"will":[74],"face":[75],"OR":[77],"community":[78],"future.":[81]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":30},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":33},{"year":2020,"cited_by_count":29},{"year":2019,"cited_by_count":43},{"year":2018,"cited_by_count":28},{"year":2017,"cited_by_count":35},{"year":2016,"cited_by_count":43},{"year":2015,"cited_by_count":38},{"year":2014,"cited_by_count":27},{"year":2013,"cited_by_count":22},{"year":2012,"cited_by_count":18}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}