{"id":"https://openalex.org/W2100531066","doi":"https://doi.org/10.1109/cec.2012.6256451","title":"A performance study on the effects of noise and evaporation in Particle Swarm Optimization","display_name":"A performance study on the effects of noise and evaporation in Particle Swarm Optimization","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2100531066","doi":"https://doi.org/10.1109/cec.2012.6256451","mag":"2100531066"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2012.6256451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6256451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","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/A5055067691","display_name":"Juan Rada-Vilela","orcid":"https://orcid.org/0000-0003-4649-0925"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Juan Rada-Vilela","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","School of Engineering and Computer Science, Victoria University of Wellington, PO Box 600, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]},{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, PO Box 600, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mengjie Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Mengjie Zhang","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","School of Engineering and Computer Science, Victoria University of Wellington, PO Box 600, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]},{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, PO Box 600, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036767777","display_name":"Winston K.G. Seah","orcid":"https://orcid.org/0000-0001-7147-5167"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Winston Seah","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","School of Engineering and Computer Science, Victoria University of Wellington, PO Box 600, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]},{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, PO Box 600, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I41156924"],"apc_list":null,"apc_paid":null,"fwci":3.122,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.92857401,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9797999858856201,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9589999914169312,"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":0.8390655517578125},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7567510008811951},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6486411094665527},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.6405172348022461},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5385658740997314},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5337765216827393},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48080602288246155},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4486734867095947},{"id":"https://openalex.org/keywords/evaporation","display_name":"Evaporation","score":0.4374629855155945},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24729394912719727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12688198685646057},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10649198293685913},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08571794629096985}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8390655517578125},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7567510008811951},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6486411094665527},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.6405172348022461},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5385658740997314},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5337765216827393},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48080602288246155},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4486734867095947},{"id":"https://openalex.org/C61441594","wikidata":"https://www.wikidata.org/wiki/Q132814","display_name":"Evaporation","level":2,"score":0.4374629855155945},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24729394912719727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12688198685646057},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10649198293685913},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08571794629096985},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2012.6256451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6256451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.225.7372","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.225.7372","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ecs.victoria.ac.nz/twiki/pub/Main/TechnicalReportSeries/ECSTR12-03.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W30994277","https://openalex.org/W1525758563","https://openalex.org/W1573676079","https://openalex.org/W1835176610","https://openalex.org/W1997271932","https://openalex.org/W2020184556","https://openalex.org/W2030640142","https://openalex.org/W2043218896","https://openalex.org/W2055670327","https://openalex.org/W2068146942","https://openalex.org/W2109472859","https://openalex.org/W2117595234","https://openalex.org/W2152195021","https://openalex.org/W2165299997","https://openalex.org/W2167894932","https://openalex.org/W4292408555","https://openalex.org/W6601223498","https://openalex.org/W6684237752","https://openalex.org/W6684774734"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2116677773","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W4230315250","https://openalex.org/W2086519370"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"performance":[4,71],"study":[5],"on":[6,21,60],"the":[7,30,35,46,53,70,76,120],"effects":[8],"of":[9,16,41,48,72,78,81],"noise":[10],"and":[11,34,58,116],"evaporation":[12,92,121],"in":[13,27,75],"two":[14],"variants":[15,26,74],"Particle":[17],"Swarm":[18],"Optimization":[19],"(PSO)":[20],"large-scale":[22],"optimization":[23],"problems.":[24],"The":[25],"consideration":[28],"are":[29,43],"Synchronous":[31],"PSO":[32,38],"(S-PSO)":[33],"Random":[36],"Asynchronous":[37],"(RA-PSO),":[39],"both":[40,73],"which":[42],"evaluated":[44],"upon":[45],"set":[47],"benchmark":[49],"functions":[50],"presented":[51],"at":[52],"IEEE":[54],"CEC'2010":[55],"Special":[56],"Session":[57],"Competition":[59],"Large-Scale":[61],"Global":[62],"Optimization.":[63],"Results":[64],"show":[65,104],"an":[66,91],"important":[67],"detriment":[68,85],"to":[69,96,114],"presence":[77],"different":[79],"levels":[80],"noise.":[82],"However,":[83],"such":[84,99],"is":[86,107],"significantly":[87,108],"mitigated":[88],"by":[89],"incorporating":[90],"mechanism":[93],"into":[94],"particles":[95],"deal":[97],"with":[98],"disruptive":[100],"effects.":[101],"Moreover,":[102],"results":[103],"that":[105],"RA-PSO":[106],"better":[109,117],"than":[110],"S-PSO,":[111],"more":[112],"tolerant":[113],"noise,":[115],"suited":[118],"for":[119],"mechanism.":[122]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}