{"id":"https://openalex.org/W4415378494","doi":"https://doi.org/10.25088/complexsystems.34.3.299","title":"Agent-Based Models and Multi-Agent Systems: A Comprehensive Review of Distinctions, Synergies and Applications","display_name":"Agent-Based Models and Multi-Agent Systems: A Comprehensive Review of Distinctions, Synergies and Applications","publication_year":2025,"publication_date":"2025-10-15","ids":{"openalex":"https://openalex.org/W4415378494","doi":"https://doi.org/10.25088/complexsystems.34.3.299"},"language":null,"primary_location":{"id":"doi:10.25088/complexsystems.34.3.299","is_oa":true,"landing_page_url":"https://doi.org/10.25088/complexsystems.34.3.299","pdf_url":"https://content.wolfram.com/sites/13/2025/10/34-3-3.pdf","source":{"id":"https://openalex.org/S102748110","display_name":"Complex Systems","issn_l":"0891-2513","issn":["0891-2513"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://content.wolfram.com/sites/13/2025/10/34-3-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092122176","display_name":"Smahane Jebraoui","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Smahane Jebraoui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5022389434","display_name":"Mohamed Nemiche","orcid":"https://orcid.org/0000-0002-2249-7308"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamed Nemiche","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14022422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":"3","first_page":"299","last_page":"324"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.04039999842643738,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.04039999842643738,"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/computational-model","display_name":"Computational model","score":0.3686000108718872},{"id":"https://openalex.org/keywords/complexity-science","display_name":"Complexity science","score":0.23229999840259552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6331999897956848},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.6283000111579895},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46790000796318054},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4077000021934509},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.3686000108718872},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33090001344680786},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.25189998745918274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23800000548362732},{"id":"https://openalex.org/C2984578830","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complexity science","level":2,"score":0.23229999840259552},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.2240000069141388}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25088/complexsystems.34.3.299","is_oa":true,"landing_page_url":"https://doi.org/10.25088/complexsystems.34.3.299","pdf_url":"https://content.wolfram.com/sites/13/2025/10/34-3-3.pdf","source":{"id":"https://openalex.org/S102748110","display_name":"Complex Systems","issn_l":"0891-2513","issn":["0891-2513"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.25088/complexsystems.34.3.299","is_oa":true,"landing_page_url":"https://doi.org/10.25088/complexsystems.34.3.299","pdf_url":"https://content.wolfram.com/sites/13/2025/10/34-3-3.pdf","source":{"id":"https://openalex.org/S102748110","display_name":"Complex Systems","issn_l":"0891-2513","issn":["0891-2513"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415378494.pdf","grobid_xml":"https://content.openalex.org/works/W4415378494.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"agent-based":[1],"model":[2],"(ABM)":[3],"and":[4,27,42,55,62,74],"multi-agent":[5],"system":[6],"(MAS)":[7],"computational":[8],"approaches":[9,41,80],"have":[10],"gained":[11],"significant":[12],"attention":[13],"in":[14,36,82],"various":[15],"scientific":[16],"disciplines.":[17],"While":[18],"these":[19,68,79],"terms":[20],"are":[21],"sometimes":[22],"used":[23],"interchangeably,":[24],"an":[25,28],"ABM":[26,54],"MAS":[29,56],"share":[30],"common":[31],"principles,":[32],"but":[33],"they":[34],"differ":[35],"their":[37,59,83],"underlying":[38],"philosophies,":[39],"modeling":[40],"applications.":[43],"This":[44],"review":[45],"paper":[46],"aims":[47],"to":[48,77],"elucidate":[49],"the":[50,53,64],"differences":[51],"between":[52],"approaches,":[57],"highlighting":[58],"individual":[60],"strengths":[61],"exploring":[63],"potential":[65],"synergies.":[66],"Understanding":[67],"distinctions":[69],"is":[70],"crucial":[71],"for":[72],"researchers":[73],"practitioners":[75],"seeking":[76],"employ":[78],"effectively":[81],"respective":[84],"fields.":[85]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-21T00:00:00"}
