{"id":"https://openalex.org/W2171579938","doi":"https://doi.org/10.1109/sis.2011.5952572","title":"Multi-Objective Particle Swarm Optimization using speciation","display_name":"Multi-Objective Particle Swarm Optimization using speciation","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2171579938","doi":"https://doi.org/10.1109/sis.2011.5952572","mag":"2171579938"},"language":"en","primary_location":{"id":"doi:10.1109/sis.2011.5952572","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2011.5952572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Swarm Intelligence","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/A5028876161","display_name":"Carmelo J. A. Bastos-Filho","orcid":"https://orcid.org/0000-0002-0924-5341"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Carmelo J. A. Bastos-Filho","raw_affiliation_strings":["University of Pernambuco (UPE), Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco (UPE), Pernambuco, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078294323","display_name":"P\u00e9ricles Miranda","orcid":"https://orcid.org/0000-0002-5767-7544"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pericles B. C. Miranda","raw_affiliation_strings":["University of Pernambuco (UPE), Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco (UPE), Pernambuco, Brazil","institution_ids":["https://openalex.org/I71437568"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028876161"],"corresponding_institution_ids":["https://openalex.org/I71437568"],"apc_list":null,"apc_paid":null,"fwci":1.5692,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83837107,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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":1.0,"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":0.9994000196456909,"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":0.991599977016449,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8543407917022705},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.7365662455558777},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.690735936164856},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6836888790130615},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.6622019410133362},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5836247205734253},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.478985071182251},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4771646559238434},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.44061100482940674},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3356782793998718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21183878183364868},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18990325927734375},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13284826278686523},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.055249541997909546}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8543407917022705},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.7365662455558777},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.690735936164856},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6836888790130615},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.6622019410133362},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5836247205734253},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.478985071182251},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4771646559238434},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.44061100482940674},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3356782793998718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21183878183364868},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18990325927734375},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13284826278686523},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.055249541997909546},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sis.2011.5952572","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2011.5952572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Swarm Intelligence","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":22,"referenced_works":["https://openalex.org/W42649658","https://openalex.org/W1504943474","https://openalex.org/W1553373771","https://openalex.org/W1577668191","https://openalex.org/W1595498733","https://openalex.org/W1599246145","https://openalex.org/W1918036644","https://openalex.org/W1989951619","https://openalex.org/W2106334424","https://openalex.org/W2119577187","https://openalex.org/W2123541507","https://openalex.org/W2125899728","https://openalex.org/W2134126174","https://openalex.org/W2135664309","https://openalex.org/W2152195021","https://openalex.org/W2161835088","https://openalex.org/W2165171393","https://openalex.org/W2402846924","https://openalex.org/W6630172796","https://openalex.org/W6634715273","https://openalex.org/W6639934517","https://openalex.org/W6677511140"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2133833450","https://openalex.org/W2349895019","https://openalex.org/W2116074880","https://openalex.org/W2070977815","https://openalex.org/W2950423922","https://openalex.org/W2121780490","https://openalex.org/W2137136732","https://openalex.org/W2161494499"],"abstract_inverted_index":{"Particle":[0,18],"Swarm":[1,19],"Optimization":[2],"(PSO)":[3],"has":[4,111],"been":[5],"successfully":[6],"extended":[7],"to":[8,30,35,134,152],"solve":[9],"Multi-Objective":[10,17],"Problems.":[11],"These":[12,148],"approaches":[13,53],"are":[14,82,150],"known":[15],"as":[16,143],"Optimizers":[20],"(MOPSO).":[21],"Most":[22],"of":[23,51,125,138],"the":[24,32,37,56,59,64,83,88,93,96,100,107,118,123,126,136,139,154,158],"MOPSO":[25,73],"proposes":[26],"a":[27,72,112],"different":[28,113],"scheme":[29],"select":[31],"leaders":[33,61],"used":[34,91,130,151],"update":[36],"velocity":[38],"by":[39],"using":[40],"non-dominated":[41],"solutions":[42],"stored":[43],"on":[44,63,122],"an":[45],"External":[46,127],"Archive.":[47,128],"MOPSO-CDR":[48],"is":[49,87,102],"one":[50],"these":[52],"and":[54,58,95,145],"selects":[55],"social":[57],"cognitive":[60],"based":[62,121],"crowding":[65],"distance.":[66],"In":[67,106],"this":[68],"paper":[69],"we":[70],"propose":[71],"with":[74],"two":[75,80],"distinct":[76],"operation":[77,119,159],"modes.":[78,160],"The":[79,115],"modes":[81],"basic":[84],"mode,":[85,98],"which":[86],"same":[89],"mode":[90,120],"in":[92,104,170],"MOPSO-CDR,":[94],"speciation":[97],"where":[99],"swarm":[101,110],"divided":[103],"sub-swarms.":[105],"latter,":[108],"each":[109],"target.":[114],"algorithm":[116],"changes":[117],"evaluation":[124],"We":[129,161],"well":[131,172],"know":[132,173],"metrics":[133,149],"evaluate":[135],"evolution":[137],"Pareto":[140],"Fronts,":[141],"such":[142],"spacing":[144],"maximum":[146],"spread.":[147],"determine":[153],"switching":[155],"rules":[156],"between":[157],"demonstrated":[162],"that":[163],"our":[164],"proposal":[165],"outperformed":[166],"five":[167,171],"other":[168],"algorithms":[169],"benchmark":[174],"functions.":[175]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
