{"id":"https://openalex.org/W2802720320","doi":"https://doi.org/10.1109/tcyb.2018.2817020","title":"Dual-Environmental Particle Swarm Optimizer in Noisy and Noise-Free Environments","display_name":"Dual-Environmental Particle Swarm Optimizer in Noisy and Noise-Free Environments","publication_year":2018,"publication_date":"2018-04-27","ids":{"openalex":"https://openalex.org/W2802720320","doi":"https://doi.org/10.1109/tcyb.2018.2817020","mag":"2802720320","pmid":"https://pubmed.ncbi.nlm.nih.gov/29994037"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2018.2817020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2018.2817020","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100648251","display_name":"Junqi Zhang","orcid":"https://orcid.org/0000-0002-4465-5880"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junqi Zhang","raw_affiliation_strings":["Department of Computer Science and Technology and the Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology and the Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078232315","display_name":"XiXun Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xixun Zhu","raw_affiliation_strings":["Department of Computer Science and Technology and the Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology and the Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100692603","display_name":"Yuheng Wang","orcid":"https://orcid.org/0009-0000-3502-2697"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuheng Wang","raw_affiliation_strings":["Department of Computer Science and Technology and the Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology and the Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MengChu Zhou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100648251"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":7.1077,"has_fulltext":false,"cited_by_count":95,"citation_normalized_percentile":{"value":0.97532041,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"49","issue":"6","first_page":"2011","last_page":"2021"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.989300012588501,"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":0.9853000044822693,"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/noise","display_name":"Noise (video)","score":0.7376831769943237},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7324107885360718},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6617141366004944},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6425719857215881},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.6083752512931824},{"id":"https://openalex.org/keywords/environmental-noise","display_name":"Environmental noise","score":0.548495888710022},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5283140540122986},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.45947450399398804},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4574645161628723},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4491819143295288},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.43414732813835144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37675389647483826},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.361854612827301},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32732635736465454},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2300574779510498},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17138421535491943},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0715470016002655}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.7376831769943237},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7324107885360718},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6617141366004944},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6425719857215881},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.6083752512931824},{"id":"https://openalex.org/C86781634","wikidata":"https://www.wikidata.org/wiki/Q2478325","display_name":"Environmental noise","level":3,"score":0.548495888710022},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5283140540122986},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.45947450399398804},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4574645161628723},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4491819143295288},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.43414732813835144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37675389647483826},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.361854612827301},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32732635736465454},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2300574779510498},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17138421535491943},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0715470016002655},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C203718221","wikidata":"https://www.wikidata.org/wiki/Q491713","display_name":"Sound (geography)","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2018.2817020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2018.2817020","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:29994037","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29994037","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G522440641","display_name":null,"funder_award_id":"119/2014/A3","funder_id":"https://openalex.org/F4320323893","funder_display_name":"Fundo para o Desenvolvimento das Ci\u00eancias e da Tecnologia"},{"id":"https://openalex.org/G555115656","display_name":null,"funder_award_id":"61572359","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G904615350","display_name":null,"funder_award_id":"61272271","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323893","display_name":"Fundo para o Desenvolvimento das Ci\u00eancias e da Tecnologia","ror":"https://ror.org/05vna4324"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W145413376","https://openalex.org/W648446685","https://openalex.org/W1480600971","https://openalex.org/W1545960569","https://openalex.org/W1564143436","https://openalex.org/W1589193853","https://openalex.org/W1692958259","https://openalex.org/W1858731859","https://openalex.org/W1987234899","https://openalex.org/W2003938582","https://openalex.org/W2008030337","https://openalex.org/W2022306346","https://openalex.org/W2032952036","https://openalex.org/W2037166173","https://openalex.org/W2055940878","https://openalex.org/W2069003837","https://openalex.org/W2107941094","https://openalex.org/W2108388069","https://openalex.org/W2109364787","https://openalex.org/W2114880178","https://openalex.org/W2116114298","https://openalex.org/W2123066915","https://openalex.org/W2130368085","https://openalex.org/W2131613989","https://openalex.org/W2139339670","https://openalex.org/W2139386984","https://openalex.org/W2143560894","https://openalex.org/W2149517764","https://openalex.org/W2152195021","https://openalex.org/W2162012556","https://openalex.org/W2165299997","https://openalex.org/W2168747298","https://openalex.org/W2168819089","https://openalex.org/W2169245194","https://openalex.org/W2169542477","https://openalex.org/W2187537484","https://openalex.org/W2292607291","https://openalex.org/W2304309600","https://openalex.org/W2468302128","https://openalex.org/W2484647765","https://openalex.org/W2507510427","https://openalex.org/W2533800621","https://openalex.org/W2543580944","https://openalex.org/W2575904838","https://openalex.org/W2605359652","https://openalex.org/W2917884856","https://openalex.org/W4253572765","https://openalex.org/W6759768743"],"related_works":["https://openalex.org/W2052515325","https://openalex.org/W2050948537","https://openalex.org/W2767646790","https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2736680465","https://openalex.org/W2771637876","https://openalex.org/W2352041579","https://openalex.org/W1488006380","https://openalex.org/W2133833450"],"abstract_inverted_index":{"Particle":[0],"swarm":[1],"optimizer":[2],"(PSO)":[3],"is":[4,88],"a":[5,11,43,47,59,75,107,118,157,163],"population-based":[6],"optimization":[7,179],"technique":[8],"applied":[9],"to":[10,25,92,128,143,162],"wide":[12],"range":[13],"of":[14,141,152],"problems.":[15],"In":[16],"the":[17,93,130,149,153],"literature,":[18],"many":[19],"PSO":[20,45,57,76,109,114,193],"variants":[21,194],"have":[22],"been":[23],"proposed":[24],"deal":[26],"with":[27],"noise-free":[28,48,84,164,197],"or":[29],"noisy":[30,60,86,158,199],"environments,":[31],"respectively.":[32],"While":[33],"in":[34,82,156,195],"real-life":[35],"applications,":[36],"noise":[37,54,67,145,174],"emerges":[38],"irregularly":[39],"and":[40,85,160,176,198],"unpredictably.":[41],"As":[42],"result,":[44],"for":[46,58,173],"environment":[49,61,159,165],"loses":[50],"its":[51,63],"accuracy":[52],"when":[53,66],"exists,":[55],"while":[56],"wastes":[62],"resampling":[64,138,154],"resource":[65],"does":[68],"not":[69,97],"exist.":[70],"To":[71,100],"handle":[72],"such":[73,102],"scenario,":[74],"variant":[77,110],"that":[78,189],"can":[79],"work":[80,105],"well":[81],"both":[83,196],"environments":[87],"required,":[89],"which":[90,147],"does,":[91],"authors'":[94],"best":[95],"knowledge,":[96],"exist":[98],"yet.":[99],"fill":[101],"gap,":[103],"this":[104],"proposes":[106],"novel":[108],"named":[111],"as":[112,166],"dual-environmental":[113],"(DEPSO).":[115],"It":[116,132],"uses":[117],"weighted":[119],"search":[120],"center":[121],"based":[122],"on":[123,184],"top-":[124],"k":[125],"elite":[126],"particles":[127,142],"guide":[129],"swarm.":[131],"averages":[133],"their":[134],"positions":[135],"rather":[136],"than":[137],"fitness":[139],"values":[140],"achieve":[144],"reduction,":[146],"challenges":[148],"indispensable":[150],"role":[151],"method":[155],"adapts":[161],"well.":[167],"Two":[168],"theoretical":[169],"analyses":[170],"are":[171],"presented":[172],"reduction":[175],"finer":[177],"local":[178],"capabilities.":[180],"Experimental":[181],"results":[182],"performed":[183],"CEC2013":[185],"benchmark":[186],"functions":[187],"indicate":[188],"DEPSO":[190],"outperforms":[191],"state-of-the-art":[192],"environments.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
