{"id":"https://openalex.org/W4294349539","doi":"https://doi.org/10.1108/ijicc-04-2022-0118","title":"Multi-objective particle swarm optimization algorithm using Cauchy mutation and improved crowding distance","display_name":"Multi-objective particle swarm optimization algorithm using Cauchy mutation and improved crowding distance","publication_year":2022,"publication_date":"2022-08-19","ids":{"openalex":"https://openalex.org/W4294349539","doi":"https://doi.org/10.1108/ijicc-04-2022-0118"},"language":"en","primary_location":{"id":"doi:10.1108/ijicc-04-2022-0118","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijicc-04-2022-0118","pdf_url":null,"source":{"id":"https://openalex.org/S124503262","display_name":"International Journal of Intelligent Computing and Cybernetics","issn_l":"1756-378X","issn":["1756-378X","1756-3798"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Computing and Cybernetics","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/A5100404176","display_name":"Qing Li","orcid":"https://orcid.org/0000-0003-3370-471X"},"institutions":[{"id":"https://openalex.org/I4210124427","display_name":"City College of Dongguan University of Technology","ror":"https://ror.org/02vdh2x09","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029","https://openalex.org/I4210124427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingxia Li","raw_affiliation_strings":["School of Computer and Information, Dongguan City College, Dongguan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information, Dongguan City College, Dongguan, China","institution_ids":["https://openalex.org/I4210124427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004747753","display_name":"Xiaohua Zeng","orcid":"https://orcid.org/0000-0003-0934-7118"},"institutions":[{"id":"https://openalex.org/I4210156464","display_name":"Anhui Xinhua University","ror":"https://ror.org/053d7x641","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156464"]},{"id":"https://openalex.org/I4400573165","display_name":"Guangzhou Xinhua University","ror":"https://ror.org/0068n3903","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573165"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohua Zeng","raw_affiliation_strings":["School of Economics and Trade, Guangzhou Xinhua University, Dongguan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Trade, Guangzhou Xinhua University, Dongguan, China","institution_ids":["https://openalex.org/I4210156464","https://openalex.org/I4400573165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062578677","display_name":"Wenhong Wei","orcid":"https://orcid.org/0000-0002-0881-459X"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhong Wei","raw_affiliation_strings":["School of Computer, Dongguan University of Technology, Dongguan, China"],"raw_orcid":"https://orcid.org/0000-0002-0881-459X","affiliations":[{"raw_affiliation_string":"School of Computer, Dongguan University of Technology, Dongguan, China","institution_ids":["https://openalex.org/I2799850029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5212,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.84705496,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"16","issue":"2","first_page":"250","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991999864578247,"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":0.9125000238418579,"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/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.8171914219856262},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7347402572631836},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7046096920967102},{"id":"https://openalex.org/keywords/cauchy-distribution","display_name":"Cauchy distribution","score":0.6615902781486511},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6056703329086304},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.5997557640075684},{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"Firefly algorithm","score":0.5323004722595215},{"id":"https://openalex.org/keywords/derivative-free-optimization","display_name":"Derivative-free optimization","score":0.5146135091781616},{"id":"https://openalex.org/keywords/imperialist-competitive-algorithm","display_name":"Imperialist competitive algorithm","score":0.51146399974823},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5105534791946411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5010123252868652},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4726240634918213},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.46459078788757324},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.461242139339447},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.45735636353492737},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.44791659712791443},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4405999481678009},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.4192074239253998},{"id":"https://openalex.org/keywords/adaptive-mutation","display_name":"Adaptive mutation","score":0.41493937373161316},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3808048367500305},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.2969711422920227}],"concepts":[{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.8171914219856262},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7347402572631836},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7046096920967102},{"id":"https://openalex.org/C49344536","wikidata":"https://www.wikidata.org/wiki/Q726441","display_name":"Cauchy distribution","level":2,"score":0.6615902781486511},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6056703329086304},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.5997557640075684},{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.5323004722595215},{"id":"https://openalex.org/C29282572","wikidata":"https://www.wikidata.org/wiki/Q16977029","display_name":"Derivative-free optimization","level":4,"score":0.5146135091781616},{"id":"https://openalex.org/C101219045","wikidata":"https://www.wikidata.org/wiki/Q10859646","display_name":"Imperialist competitive algorithm","level":4,"score":0.51146399974823},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5105534791946411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5010123252868652},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4726240634918213},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.46459078788757324},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.461242139339447},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.45735636353492737},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.44791659712791443},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4405999481678009},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.4192074239253998},{"id":"https://openalex.org/C192122231","wikidata":"https://www.wikidata.org/wiki/Q4680754","display_name":"Adaptive mutation","level":3,"score":0.41493937373161316},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3808048367500305},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.2969711422920227},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ijicc-04-2022-0118","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijicc-04-2022-0118","pdf_url":null,"source":{"id":"https://openalex.org/S124503262","display_name":"International Journal of Intelligent Computing and Cybernetics","issn_l":"1756-378X","issn":["1756-378X","1756-3798"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Computing and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1552817324","https://openalex.org/W1694068690","https://openalex.org/W1966223101","https://openalex.org/W2009678220","https://openalex.org/W2020320008","https://openalex.org/W2022485595","https://openalex.org/W2024572857","https://openalex.org/W2033007297","https://openalex.org/W2067453030","https://openalex.org/W2123541507","https://openalex.org/W2126105956","https://openalex.org/W2460560651","https://openalex.org/W2625776493","https://openalex.org/W2793738399","https://openalex.org/W2800820250","https://openalex.org/W2801960628","https://openalex.org/W2894813468","https://openalex.org/W2897102415","https://openalex.org/W2903249631","https://openalex.org/W2911539482","https://openalex.org/W2981587540","https://openalex.org/W2990452149","https://openalex.org/W2990826107","https://openalex.org/W3003377924","https://openalex.org/W3012932725","https://openalex.org/W3034307689","https://openalex.org/W3112401213","https://openalex.org/W3132572198","https://openalex.org/W3198841180","https://openalex.org/W4213113961"],"related_works":["https://openalex.org/W2351868275","https://openalex.org/W2378509784","https://openalex.org/W2084289551","https://openalex.org/W1997830976","https://openalex.org/W3102725223","https://openalex.org/W2053455781","https://openalex.org/W2378461464","https://openalex.org/W2938117363","https://openalex.org/W4294349539","https://openalex.org/W2145363367"],"abstract_inverted_index":{"Purpose":[0],"Multi-objective":[1],"is":[2,20,41,50],"a":[3,141],"complex":[4],"problem":[5],"that":[6,216],"appears":[7],"in":[8,137,140,144,151,178,203,223,244],"real":[9],"life":[10],"while":[11],"these":[12],"objectives":[13],"are":[14,65,82],"conflicting.":[15],"The":[16],"swarm":[17,38,47,62,94,107,185,267],"intelligence":[18],"algorithm":[19,40,49,64,109,124,219,269],"often":[21],"used":[22,51],"to":[23,29,52,67,101,133,146,168,198,239],"solve":[24,53,169],"such":[25],"multi-objective":[26,45,54,92,105,183,233,265],"problems.":[27,56],"Due":[28],"its":[30],"strong":[31],"search":[32],"ability":[33],"and":[34,43,79,114,129,175,194,274],"convergence":[35,162,224,257],"ability,":[36],"particle":[37,46,61,93,106,184,266],"optimization":[39,48,55,63,71,95,108,154,186,206,234,247,253,268],"proposed,":[42],"the":[44,58,83,88,122,135,138,148,152,161,170,179,200,204,210,217,241,245,251,256],"However,":[57],"particles":[59,136,149,201,242],"of":[60,73,87,91,157,172,182,209,250],"easy":[66],"fall":[68],"into":[69],"local":[70,153,205,211,246,252],"because":[72],"their":[74],"fast":[75],"convergence.":[76],"Uneven":[77],"distribution":[78,174],"poor":[80,176],"diversity":[81,177],"two":[84],"key":[85],"drawbacks":[86],"Pareto":[89,180],"front":[90,181],"algorithm.":[96],"Therefore,":[97],"this":[98,120,188,260],"paper":[99,189,261],"aims":[100],"propose":[102],"an":[103,263],"improved":[104,115,130,195,264,275],"using":[110,270],"adaptive":[111,126,191,271],"Cauchy":[112,127,192,272],"mutation":[113,128,193,273],"crowding":[116,131,196,276],"distance.":[117,277],"Design/methodology/approach":[118],"In":[119,166,237],"paper,":[121],"proposed":[123,218],"uses":[125,190],"distance":[132,197],"perturb":[134],"population":[139],"dynamic":[142],"way":[143],"order":[145,167,238],"help":[147,199,240],"trapped":[150,202,243],"jump":[155,207,248],"out":[156,208,249],"it":[158],"which":[159,254],"improves":[160,255],"performance":[163,225,258],"consequently.":[164],"Findings":[165],"problems":[171],"uneven":[173],"algorithm,":[187],"optimization.":[212],"Experimental":[213],"results":[214],"show":[215],"has":[220],"obvious":[221],"advantages":[222],"for":[226],"nine":[227],"benchmark":[228],"functions":[229],"compared":[230],"with":[231],"other":[232],"algorithms.":[235],"Originality/value":[236],"consequently,":[259],"proposes":[262]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
