{"id":"https://openalex.org/W1995029578","doi":"https://doi.org/10.1017/s0269888914000289","title":"Evolutionary multi-agent systems","display_name":"Evolutionary multi-agent systems","publication_year":2015,"publication_date":"2015-03-01","ids":{"openalex":"https://openalex.org/W1995029578","doi":"https://doi.org/10.1017/s0269888914000289","mag":"1995029578"},"language":"en","primary_location":{"id":"doi:10.1017/s0269888914000289","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0269888914000289","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/76642C9D03862997801797A46653BEBD/S0269888914000289a.pdf/div-class-title-evolutionary-multi-agent-systems-div.pdf","source":{"id":"https://openalex.org/S137506714","display_name":"The Knowledge Engineering Review","issn_l":"0269-8889","issn":["0269-8889","1469-8005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Knowledge Engineering Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/76642C9D03862997801797A46653BEBD/S0269888914000289a.pdf/div-class-title-evolutionary-multi-agent-systems-div.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046691048","display_name":"Aleksander Byrski","orcid":"https://orcid.org/0000-0001-6317-7012"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Aleksander Byrski","raw_affiliation_strings":["AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krak\u00f3w, Poland e-mail:","[AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Krakow, Poland]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krak\u00f3w, Poland e-mail:","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"[AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Krakow, Poland]","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048037443","display_name":"Rafa\u0142 Dre\u017cewski","orcid":"https://orcid.org/0000-0001-8607-3478"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 Dre\u017cewski","raw_affiliation_strings":["AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krak\u00f3w, Poland e-mail:","[AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Krakow, Poland]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krak\u00f3w, Poland e-mail:","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"[AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Krakow, Poland]","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020732029","display_name":"Leszek Siwik","orcid":"https://orcid.org/0000-0003-0535-7220"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Leszek Siwik","raw_affiliation_strings":["AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krak\u00f3w, Poland e-mail:","[AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Krakow, Poland]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krak\u00f3w, Poland e-mail:","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"[AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Krakow, Poland]","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040076942","display_name":"Marek Kisiel\u2010Dorohinicki","orcid":"https://orcid.org/0000-0002-8459-1877"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Kisiel-Dorohinicki","raw_affiliation_strings":["AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krak\u00f3w, Poland e-mail:","[AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Krakow, Poland]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krak\u00f3w, Poland e-mail:","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"[AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Krakow, Poland]","institution_ids":["https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":15.7152,"has_fulltext":true,"cited_by_count":94,"citation_normalized_percentile":{"value":0.98995415,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"30","issue":"2","first_page":"171","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9973000288009644,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9973000288009644,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9925000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6166010499000549},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.5545081496238708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5395128130912781},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.51416015625},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.48204073309898376},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.44980114698410034},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42618703842163086},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4108409881591797},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.34469565749168396},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2592417299747467},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25664201378822327},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2240045964717865},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.21164745092391968},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1400163769721985},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.051783591508865356}],"concepts":[{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6166010499000549},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.5545081496238708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5395128130912781},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.51416015625},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.48204073309898376},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.44980114698410034},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42618703842163086},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4108409881591797},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.34469565749168396},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2592417299747467},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25664201378822327},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2240045964717865},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.21164745092391968},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1400163769721985},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.051783591508865356},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s0269888914000289","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0269888914000289","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/76642C9D03862997801797A46653BEBD/S0269888914000289a.pdf/div-class-title-evolutionary-multi-agent-systems-div.pdf","source":{"id":"https://openalex.org/S137506714","display_name":"The Knowledge Engineering Review","issn_l":"0269-8889","issn":["0269-8889","1469-8005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Knowledge Engineering Review","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1017/s0269888914000289","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0269888914000289","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/76642C9D03862997801797A46653BEBD/S0269888914000289a.pdf/div-class-title-evolutionary-multi-agent-systems-div.pdf","source":{"id":"https://openalex.org/S137506714","display_name":"The Knowledge Engineering Review","issn_l":"0269-8889","issn":["0269-8889","1469-8005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Knowledge Engineering Review","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324664","display_name":"Akademia G\u00f3rniczo-Hutnicza im. Stanislawa Staszica","ror":"https://ror.org/00bas1c41"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1995029578.pdf","grobid_xml":"https://content.openalex.org/works/W1995029578.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W49093931","https://openalex.org/W91518897","https://openalex.org/W135763859","https://openalex.org/W155158863","https://openalex.org/W247981236","https://openalex.org/W1139340107","https://openalex.org/W1487367830","https://openalex.org/W1488964931","https://openalex.org/W1501661925","https://openalex.org/W1504059836","https://openalex.org/W1504943474","https://openalex.org/W1507806189","https://openalex.org/W1518078339","https://openalex.org/W1520385111","https://openalex.org/W1527628363","https://openalex.org/W1553373771","https://openalex.org/W1567364003","https://openalex.org/W1573534773","https://openalex.org/W1585335425","https://openalex.org/W1586195504","https://openalex.org/W1595498733","https://openalex.org/W1605072615","https://openalex.org/W1607104331","https://openalex.org/W1661209172","https://openalex.org/W1903683453","https://openalex.org/W1963106708","https://openalex.org/W2028223672","https://openalex.org/W2096178388","https://openalex.org/W2096411220","https://openalex.org/W2100211715","https://openalex.org/W2101444623","https://openalex.org/W2105217850","https://openalex.org/W2111195923","https://openalex.org/W2116954712","https://openalex.org/W2121365620","https://openalex.org/W2122410182","https://openalex.org/W2123950200","https://openalex.org/W2125502051","https://openalex.org/W2131882595","https://openalex.org/W2136517470","https://openalex.org/W2137514195","https://openalex.org/W2145790759","https://openalex.org/W2148189125","https://openalex.org/W2151554678","https://openalex.org/W2152043436","https://openalex.org/W2152150916","https://openalex.org/W2155909075","https://openalex.org/W2261746926","https://openalex.org/W2407125309","https://openalex.org/W2481783732","https://openalex.org/W2765952710","https://openalex.org/W2912046818","https://openalex.org/W4210249822","https://openalex.org/W4211158698","https://openalex.org/W4230022635","https://openalex.org/W4243524243","https://openalex.org/W4246795719","https://openalex.org/W4292408320","https://openalex.org/W4300649577","https://openalex.org/W4306650537","https://openalex.org/W6606361655","https://openalex.org/W6627183776","https://openalex.org/W6633946494","https://openalex.org/W6713593056"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W85101999","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2802808995","https://openalex.org/W2593449396","https://openalex.org/W2780789525","https://openalex.org/W2787833928"],"abstract_inverted_index":{"Abstract":[0],"The":[1,21],"aim":[2],"of":[3,16,34,75,95],"this":[4],"paper":[5,22],"is":[6,43,97],"to":[7,38],"give":[8],"a":[9,25],"survey":[10],"on":[11,65],"the":[12,29,46,56,72,84],"development":[13],"and":[14,32,83],"applications":[15],"evolutionary":[17],"multi-agent":[18],"systems":[19],"(EMAS).":[20],"starts":[23],"with":[24,50,71,99],"general":[26],"introduction":[27],"describing":[28],"background,":[30],"structure":[31],"behaviour":[33],"EMAS.":[35],"EMAS":[36,76,96],"application":[37],"solving":[39,79,89],"global":[40],"optimisation":[41,81,91],"problems":[42],"presented":[44],"in":[45],"next":[47],"section":[48],"along":[49],"its":[51],"modification":[52],"targeted":[53],"at":[54,78,88],"lowering":[55],"computation":[57],"costs":[58],"by":[59],"early":[60],"removing":[61],"certain":[62],"agents":[63],"based":[64],"immunological":[66],"inspirations.":[67],"Subsequent":[68],"sections":[69],"deal":[70],"elitist":[73],"variant":[74],"aimed":[77,87],"multi-criteria":[80],"problems,":[82],"co-evolutionary":[85],"one":[86],"multi-modal":[90],"problems.":[92],"Each":[93],"variation":[94],"illustrated":[98],"selected":[100],"experimental":[101],"results.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}