{"id":"https://openalex.org/W4380302493","doi":"https://doi.org/10.1109/icaci58115.2023.10146137","title":"Fuzzy-Adaptive Matrix-Based PSO with Group Learning","display_name":"Fuzzy-Adaptive Matrix-Based PSO with Group Learning","publication_year":2023,"publication_date":"2023-05-06","ids":{"openalex":"https://openalex.org/W4380302493","doi":"https://doi.org/10.1109/icaci58115.2023.10146137"},"language":"en","primary_location":{"id":"doi:10.1109/icaci58115.2023.10146137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci58115.2023.10146137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Advanced Computational Intelligence (ICACI)","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/A5100335522","display_name":"Mingyu Li","orcid":"https://orcid.org/0009-0009-0264-8189"},"institutions":[{"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/I75955062","display_name":"Henan Normal University","ror":"https://ror.org/00s13br28","country_code":"CN","type":"education","lineage":["https://openalex.org/I75955062"]}],"countries":["CN","KR"],"is_corresponding":false,"raw_author_name":"Mingyu Li","raw_affiliation_strings":["Henan Normal University,College of Computer and Information Engineering,Xinxiang,China","College of Computer and Information Engineering, Henan Normal University, Xinxiang, China","Department of Electrical and Electronic Engineering, Hanyang University, Ansan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Normal University,College of Computer and Information Engineering,Xinxiang,China","institution_ids":["https://openalex.org/I75955062"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Henan Normal University, Xinxiang, China","institution_ids":["https://openalex.org/I75955062"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Hanyang University, Ansan, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019133254","display_name":"Pei-Fa Sun","orcid":"https://orcid.org/0000-0002-9936-9259"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Peifa Sun","raw_affiliation_strings":["Hanyang University,Department of Electrical and Electronic Engineering,Ansan,South Korea","Department of Electrical and Electronic Engineering, Hanyang University, Ansan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University,Department of Electrical and Electronic Engineering,Ansan,South Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Hanyang University, Ansan, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104128111","display_name":"Zhanyang Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Zhanyang Gao","raw_affiliation_strings":["Hanyang University,Department of Electrical and Electronic Engineering,Ansan,South Korea","Department of Electrical and Electronic Engineering, Hanyang University, Ansan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University,Department of Electrical and Electronic Engineering,Ansan,South Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Hanyang University, Ansan, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101602403","display_name":"Xiaoyan Zhao","orcid":"https://orcid.org/0000-0001-7525-6244"},"institutions":[{"id":"https://openalex.org/I75955062","display_name":"Henan Normal University","ror":"https://ror.org/00s13br28","country_code":"CN","type":"education","lineage":["https://openalex.org/I75955062"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Zhao","raw_affiliation_strings":["Henan Normal University,College of Computer and Information Engineering,Xinxiang,China","College of Computer and Information Engineering, Henan Normal University, Xinxiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Normal University,College of Computer and Information Engineering,Xinxiang,China","institution_ids":["https://openalex.org/I75955062"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Henan Normal University, Xinxiang, China","institution_ids":["https://openalex.org/I75955062"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112122952","display_name":"Hu Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hu Jin","raw_affiliation_strings":["Hanyang University,Department of Electrical and Electronic Engineering,Ansan,South Korea","Department of Electrical and Electronic Engineering, Hanyang University, Ansan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University,Department of Electrical and Electronic Engineering,Ansan,South Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Hanyang University, Ansan, South Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3263,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63466135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9962000250816345,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9703999757766724,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6844339370727539},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6680530309677124},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.584854781627655},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5842405557632446},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.49539196491241455},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.48156288266181946},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4673939645290375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45594465732574463},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.42691296339035034},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3280678391456604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1744658648967743}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6844339370727539},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6680530309677124},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.584854781627655},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5842405557632446},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.49539196491241455},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.48156288266181946},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4673939645290375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45594465732574463},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.42691296339035034},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3280678391456604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1744658648967743},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaci58115.2023.10146137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci58115.2023.10146137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Advanced Computational Intelligence (ICACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1520914640","https://openalex.org/W1988698908","https://openalex.org/W2094234826","https://openalex.org/W2110896980","https://openalex.org/W2127607949","https://openalex.org/W2149273661","https://openalex.org/W2152195021","https://openalex.org/W2165299997","https://openalex.org/W2166348281","https://openalex.org/W2167503983","https://openalex.org/W2169816782","https://openalex.org/W2305344123","https://openalex.org/W2512379863","https://openalex.org/W2543580944","https://openalex.org/W2560141371","https://openalex.org/W2811156907","https://openalex.org/W2886699371","https://openalex.org/W2977639302","https://openalex.org/W2994866269","https://openalex.org/W3001998614","https://openalex.org/W3013056622","https://openalex.org/W3097804851","https://openalex.org/W3117495151","https://openalex.org/W3124449569","https://openalex.org/W4291701037","https://openalex.org/W6698483318"],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W1527337688","https://openalex.org/W2048054807","https://openalex.org/W2746377055","https://openalex.org/W4386001959","https://openalex.org/W2594296178","https://openalex.org/W4304182880","https://openalex.org/W3089846858","https://openalex.org/W2159541481","https://openalex.org/W2610550425"],"abstract_inverted_index":{"The":[0],"particle":[1],"swarm":[2,18],"optimization":[3],"(PSO)":[4],"algorithm":[5,10,71,131,162],"is":[6,56,132],"a":[7,40,69,87,119,136],"random":[8],"search":[9,93,98],"that":[11,158],"simulates":[12],"biological":[13],"activities":[14],"in":[15,63],"nature":[16],"and":[17,34,76,95,141],"intelligence.":[19],"Traditional":[20],"PSO":[21,70,161],"algorithms":[22],"still":[23],"suffer":[24],"from":[25],"their":[26],"inherent":[27],"problems":[28],"such":[29],"as":[30],"long":[31],"computing":[32,50,83],"time":[33,51],"premature":[35],"convergence":[36,111],"when":[37],"dealing":[38],"with":[39,72,124],"large":[41],"number":[42,103],"of":[43,58,104,113],"decision":[44],"variables.":[45],"How":[46],"to":[47,80,89,108,134],"reduce":[48,81],"the":[49,59,64,82,91,96,102,110,114,125,129,146],"while":[52],"ensuring":[53],"its":[54],"accuracy":[55],"one":[57],"main":[60],"research":[61],"issues":[62],"literature.":[65],"This":[66],"paper":[67],"proposes":[68],"matrix-based":[73],"fuzzy":[74],"adaptation":[75],"group":[77,120],"learning.":[78],"Firstly,":[79],"time,":[84],"we":[85,116,156],"propose":[86,118],"strategy":[88],"balance":[90,138],"global":[92],"ability":[94,99],"local":[97],"by":[100],"controlling":[101],"iterations":[105],"adaptively.":[106],"Second,":[107],"accelerate":[109],"speed":[112],"algorithm,":[115],"further":[117],"learning":[121],"mechanism.":[122],"Along":[123],"above":[126],"two":[127],"considerations,":[128],"proposed":[130,160],"able":[133],"achieve":[135,164],"promising":[137],"between":[139],"exploration":[140],"exploitation":[142],"and,":[143],"consequently,":[144],"improves":[145],"performance.":[147],"Through":[148],"extensive":[149],"comparison":[150],"experiments":[151],"on":[152],"six":[153],"classic":[154],"functions,":[155],"show":[157],"our":[159],"can":[163],"competitive":[165],"or":[166],"even":[167],"better":[168],"performance":[169],"than":[170],"several":[171],"state-of-the-art":[172],"methods.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}