{"id":"https://openalex.org/W4309342716","doi":"https://doi.org/10.1109/smc53654.2022.9945158","title":"Chaotic Evolution Using Deterministic Crowding Method for Multi-modal Optimization","display_name":"Chaotic Evolution Using Deterministic Crowding Method for Multi-modal Optimization","publication_year":2022,"publication_date":"2022-10-09","ids":{"openalex":"https://openalex.org/W4309342716","doi":"https://doi.org/10.1109/smc53654.2022.9945158"},"language":"en","primary_location":{"id":"doi:10.1109/smc53654.2022.9945158","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945158","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5110946632","display_name":"Xiang Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xiang Meng","raw_affiliation_strings":["University of Aizu,Graduate School of Computer Science and Engineering,Aizuwakamatsu,Japan.,965-8580"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Aizu,Graduate School of Computer Science and Engineering,Aizuwakamatsu,Japan.,965-8580","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100752793","display_name":"Yi Ding","orcid":"https://orcid.org/0009-0004-2461-264X"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yi Ding","raw_affiliation_strings":["University of Aizu,Graduate School of Computer Science and Engineering,Aizuwakamatsu,Japan.,965-8580"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Aizu,Graduate School of Computer Science and Engineering,Aizuwakamatsu,Japan.,965-8580","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020451338","display_name":"Yan Pei","orcid":"https://orcid.org/0000-0003-1545-9204"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yan Pei","raw_affiliation_strings":["University of Aizu,Computer Science Division,Aizuwakamatsu,Japan.,965-8580"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Aizu,Computer Science Division,Aizuwakamatsu,Japan.,965-8580","institution_ids":["https://openalex.org/I141591182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I141591182"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9954000115394592,"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":0.9954000115394592,"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":0.9794999957084656,"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/T11309","display_name":"Music and Audio Processing","score":0.9635999798774719,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/benchmark","display_name":"Benchmark (surveying)","score":0.7174636721611023},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5787304639816284},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5666970610618591},{"id":"https://openalex.org/keywords/ergodicity","display_name":"Ergodicity","score":0.5530552864074707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5505280494689941},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5122753977775574},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5101245045661926},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5083858370780945},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4938279092311859},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.48516350984573364},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.41408371925354004},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29847100377082825},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18433347344398499}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7174636721611023},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5787304639816284},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5666970610618591},{"id":"https://openalex.org/C201779956","wikidata":"https://www.wikidata.org/wiki/Q5426803","display_name":"Ergodicity","level":2,"score":0.5530552864074707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5505280494689941},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5122753977775574},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5101245045661926},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5083858370780945},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4938279092311859},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.48516350984573364},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.41408371925354004},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29847100377082825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18433347344398499},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc53654.2022.9945158","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945158","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1492417045","https://openalex.org/W1552022483","https://openalex.org/W1585335425","https://openalex.org/W1597825623","https://openalex.org/W1599137507","https://openalex.org/W1976963187","https://openalex.org/W1980209553","https://openalex.org/W2016666950","https://openalex.org/W2105217850","https://openalex.org/W2159308419","https://openalex.org/W2165983133","https://openalex.org/W2527572108","https://openalex.org/W4251015067","https://openalex.org/W4387688680","https://openalex.org/W6635525762","https://openalex.org/W6636028608","https://openalex.org/W6727810767","https://openalex.org/W6990143391"],"related_works":["https://openalex.org/W2578996978","https://openalex.org/W3174049743","https://openalex.org/W2068310053","https://openalex.org/W2731819575","https://openalex.org/W2733595416","https://openalex.org/W2918702815","https://openalex.org/W4308709909","https://openalex.org/W2039201796","https://openalex.org/W2153290239","https://openalex.org/W2111888732"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,131],"novel":[4],"population-based":[5],"optimization":[6,12,45,109],"algorithm":[7,27,78,133,152],"to":[8,30,53,88,96,123],"solve":[9,107],"the":[10,17,25,36,49,55,61,66,77,84,89,98,150],"multi-modal":[11,44,70,90,116],"problem.":[13,91],"We":[14,111],"call":[15],"it":[16,73,104,113,129],"chaotic":[18],"evolution":[19],"deterministic":[20,62],"crowding":[21,63],"(CEDC)":[22],"algorithm.":[23,64],"Since":[24],"genetic":[26,132],"is":[28,38,74,153],"difficult":[29],"find":[31,83],"all":[32],"optimal":[33,86],"solutions":[34,87],"and":[35,57,81,126,134,142,161],"accuracy":[37],"not":[39,94],"high":[40],"when":[41],"searching":[42],"for":[43],"problems,":[46],"we":[47,127],"use":[48],"ergodicity":[50],"of":[51,60,68],"chaos":[52],"implement":[54],"exploration":[56],"fitness":[58],"comparison":[59],"Through":[65],"tests":[67],"several":[69],"benchmark":[71,117],"functions,":[72],"shown":[75],"that":[76,149],"can":[79,105],"effectively":[80],"accurately":[82],"most":[85],"It":[92],"does":[93],"need":[95],"set":[97],"niche":[99],"radius":[100],"in":[101,158],"advance,":[102],"so":[103],"better":[106,154],"multimodal":[108],"problems.":[110],"test":[112],"with":[114,130],"nine":[115],"functions":[118],"ranging":[119],"from":[120,136],"one-dimension":[121],"(1-D)":[122],"ten-dimension":[124],"(10-D),":[125],"compare":[128],"evaluate":[135],"peak":[137,140,162],"ratio,":[138,141],"max":[139],"running":[143],"time.":[144],"The":[145],"experimental":[146],"results":[147],"show":[148],"CEDC":[151],"than":[155],"conventional":[156],"algorithms":[157],"both":[159],"runtime":[160],"ratio.":[163]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
