{"id":"https://openalex.org/W4394842919","doi":"https://doi.org/10.1109/tsmc.2024.3380389","title":"A Multiagent Co-Evolutionary Algorithm With Penalty-Based Objective for Network-Based Distributed Optimization","display_name":"A Multiagent Co-Evolutionary Algorithm With Penalty-Based Objective for Network-Based Distributed Optimization","publication_year":2024,"publication_date":"2024-04-16","ids":{"openalex":"https://openalex.org/W4394842919","doi":"https://doi.org/10.1109/tsmc.2024.3380389"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2024.3380389","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2024.3380389","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-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/A5115600650","display_name":"Tai-You Chen","orcid":"https://orcid.org/0009-0002-4141-5301"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tai-You Chen","raw_affiliation_strings":["School of Computer Science and Engineering and the State Key Laboratory of Subtropical Building and Urban Science, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0002-4141-5301","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and the State Key Laboratory of Subtropical Building and Urban Science, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050385116","display_name":"Wei\u2013Neng Chen","orcid":"https://orcid.org/0000-0003-0843-5802"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei-Neng Chen","raw_affiliation_strings":["School of Computer Science and Engineering and the State Key Laboratory of Subtropical Building and Urban Science, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0843-5802","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and the State Key Laboratory of Subtropical Building and Urban Science, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090552567","display_name":"Xiao-Qi Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Qi Guo","raw_affiliation_strings":["School of Computer Science and Engineering and the State Key Laboratory of Subtropical Building and Urban Science, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-6641-7816","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and the State Key Laboratory of Subtropical Building and Urban Science, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063438356","display_name":"Yue\u2010Jiao Gong","orcid":"https://orcid.org/0000-0002-5648-1160"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue-Jiao Gong","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0003-4148-4294"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]},{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU","CN","KR"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Nankai University, Tianjin, China","Hanyang University, ERICA, Ansan, South Korea","Victoria University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0003-4148-4294","affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Hanyang University, ERICA, Ansan, South Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Victoria University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I71270174"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4119,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88691377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"54","issue":"7","first_page":"4358","last_page":"4370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9958999752998352,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9869999885559082,"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/computer-science","display_name":"Computer science","score":0.7258786559104919},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5976663827896118},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.5388469696044922},{"id":"https://openalex.org/keywords/negotiation","display_name":"Negotiation","score":0.5088146328926086},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5038723349571228},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.49161297082901},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.47156617045402527},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4686785340309143},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.45012497901916504},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4438807964324951},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4305148720741272},{"id":"https://openalex.org/keywords/penalty-method","display_name":"Penalty method","score":0.4244774580001831},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4163743555545807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2592613101005554},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1772398054599762},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13521066308021545},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12031185626983643},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08428531885147095}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7258786559104919},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5976663827896118},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.5388469696044922},{"id":"https://openalex.org/C199776023","wikidata":"https://www.wikidata.org/wiki/Q202875","display_name":"Negotiation","level":2,"score":0.5088146328926086},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5038723349571228},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.49161297082901},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.47156617045402527},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4686785340309143},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.45012497901916504},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4438807964324951},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4305148720741272},{"id":"https://openalex.org/C6180225","wikidata":"https://www.wikidata.org/wiki/Q3411771","display_name":"Penalty method","level":2,"score":0.4244774580001831},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4163743555545807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2592613101005554},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1772398054599762},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13521066308021545},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12031185626983643},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08428531885147095},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2024.3380389","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2024.3380389","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1329094124","display_name":null,"funder_award_id":"U23B2058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8541499581","display_name":null,"funder_award_id":"62376097","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1136540829","https://openalex.org/W1565012712","https://openalex.org/W1571416372","https://openalex.org/W1598112622","https://openalex.org/W1831950995","https://openalex.org/W1983933235","https://openalex.org/W1986744686","https://openalex.org/W1995972800","https://openalex.org/W1996936486","https://openalex.org/W2003926854","https://openalex.org/W2026509976","https://openalex.org/W2031250362","https://openalex.org/W2044212084","https://openalex.org/W2089855386","https://openalex.org/W2102630986","https://openalex.org/W2114973703","https://openalex.org/W2118044993","https://openalex.org/W2164278908","https://openalex.org/W2290156847","https://openalex.org/W2342863306","https://openalex.org/W2345224123","https://openalex.org/W2509605237","https://openalex.org/W2519220608","https://openalex.org/W2564946422","https://openalex.org/W2735858878","https://openalex.org/W2737628516","https://openalex.org/W2744389447","https://openalex.org/W2753899746","https://openalex.org/W2783827472","https://openalex.org/W2791735754","https://openalex.org/W2885779696","https://openalex.org/W2908048701","https://openalex.org/W2940478829","https://openalex.org/W2942536919","https://openalex.org/W2946038967","https://openalex.org/W2972093761","https://openalex.org/W2981943969","https://openalex.org/W2996796639","https://openalex.org/W3091739094","https://openalex.org/W3095915389","https://openalex.org/W3099085298","https://openalex.org/W4206464364","https://openalex.org/W4213085070","https://openalex.org/W4323345783","https://openalex.org/W4324124999","https://openalex.org/W4376456883","https://openalex.org/W6681968160"],"related_works":["https://openalex.org/W2018662469","https://openalex.org/W2062802260","https://openalex.org/W1977335770","https://openalex.org/W2175677697","https://openalex.org/W3180934676","https://openalex.org/W2766314973","https://openalex.org/W3134574304","https://openalex.org/W2358930476","https://openalex.org/W2017292650","https://openalex.org/W3100089490"],"abstract_inverted_index":{"The":[0,170],"emergence":[1],"of":[2,39,43,161],"networked":[3],"systems":[4],"in":[5,17,62,140,186],"various":[6],"fields":[7],"brings":[8],"many":[9],"complex":[10],"distributed":[11,49,188,211],"optimization":[12,75],"problems,":[13],"where":[14],"multiple":[15],"agents":[16,72,90,131,144,179],"the":[18,40,52,68,92,107,118,151,159,183,194,202],"system":[19],"need":[20],"to":[21,46,67,88,116,128,142,180],"optimize":[22,91,182],"a":[23,60,98,110,122,135,146,174,187],"global":[24,93,184],"objective":[25,94,100,153,185],"cooperatively":[26,181],"when":[27,149],"they":[28],"only":[29,150],"have":[30],"local":[31,74,152],"information.":[32],"In":[33,51,86],"this":[34],"work,":[35],"we":[36,96,157],"take":[37],"advantage":[38],"intrinsic":[41],"parallelism":[42],"evolutionary":[44],"computation":[45],"address":[47],"network-based":[48],"optimization.":[50],"proposed":[53,127,195],"multiagent":[54,175],"co-evolutionary":[55,176],"algorithm,":[56],"each":[57],"agent":[58],"maintains":[59],"subpopulation":[61,108],"which":[63,105],"individuals":[64],"represent":[65],"solutions":[66],"problem.":[69],"During":[70],"optimization,":[71],"perform":[73],"on":[76,134,213],"their":[77,84],"subpopulations":[78],"and":[79,112,168,205],"negotiation":[80],"through":[81],"communication":[82],"with":[83,201],"neighbors.":[85],"order":[87,141],"help":[89,143],"cooperatively,":[95],"design":[97],"penalty-based":[99],"function":[101,154],"for":[102],"fitness":[103],"evaluation,":[104,166],"constrains":[106],"within":[109],"small":[111],"controllable":[113],"range.":[114],"Further,":[115],"make":[117],"penalty":[119],"more":[120],"targeted,":[121],"conflict":[123],"detection":[124],"method":[125],"is":[126,155],"examine":[129],"whether":[130],"are":[132],"conflicting":[133],"certain":[136],"shared":[137,163],"variable.":[138],"Finally,":[139],"negotiate":[145],"consensus":[147],"solution":[148,199],"known,":[156],"retrofit":[158],"processes":[160],"negotiating":[162],"variables,":[164],"namely,":[165],"competition,":[167],"sharing.":[169],"above":[171],"approaches":[172],"form":[173],"framework,":[177],"enabling":[178],"manner.":[189],"Empirical":[190],"studies":[191],"show":[192],"that":[193],"algorithm":[196,204],"achieves":[197],"comparable":[198],"quality":[200],"holistic":[203],"better":[206],"performance":[207],"than":[208],"existing":[209],"gradient-free":[210],"algorithms":[212],"gradient-uncomputable":[214],"problems.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
