{"id":"https://openalex.org/W2794247594","doi":"https://doi.org/10.1109/access.2018.2809457","title":"Opposition-Based Hybrid Strategy for Particle Swarm Optimization in Noisy Environments","display_name":"Opposition-Based Hybrid Strategy for Particle Swarm Optimization in Noisy Environments","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2794247594","doi":"https://doi.org/10.1109/access.2018.2809457","mag":"2794247594"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2809457","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2809457","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2809457","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006206015","display_name":"Qi Kang","orcid":"https://orcid.org/0000-0001-7128-6913"},"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":"Qi Kang","raw_affiliation_strings":["Department of Control Science and Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070475439","display_name":"Caifei Xiong","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":"Caifei Xiong","raw_affiliation_strings":["Department of Control Science and Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]},{"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":["SA","US"],"is_corresponding":false,"raw_author_name":"Mengchu Zhou","raw_affiliation_strings":["Renewable Energy Research Group, King Abdulaziz University, Jeddah, Saudi Arabia","The Helen and John C. Hartmann, New Jersey Institute of Technology, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Renewable Energy Research Group, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"The Helen and John C. Hartmann, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022250300","display_name":"Lingpeng Meng","orcid":"https://orcid.org/0000-0001-6529-4079"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingpeng Meng","raw_affiliation_strings":["China Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"China Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006206015"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.6779,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.97329983,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"21888","last_page":"21900"},"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":0.9969000220298767,"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":0.9876000285148621,"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":0.8053036332130432},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.6210097670555115},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5865554809570312},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.5793901681900024},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5785844326019287},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.563487708568573},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5591398477554321},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5479018688201904},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.5385789275169373},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5109876394271851},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4915517270565033},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.41924038529396057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30350983142852783},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2675752341747284},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2524722218513489}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8053036332130432},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.6210097670555115},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5865554809570312},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.5793901681900024},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5785844326019287},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.563487708568573},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5591398477554321},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5479018688201904},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.5385789275169373},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5109876394271851},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4915517270565033},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.41924038529396057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30350983142852783},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2675752341747284},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2524722218513489},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/access.2018.2809457","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2809457","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:38455d70abb340ee9fa3a1e4e69bc332","is_oa":true,"landing_page_url":"https://doaj.org/article/38455d70abb340ee9fa3a1e4e69bc332","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 21888-21900 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2809457","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2809457","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1654505573","display_name":null,"funder_award_id":"71371142","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2164330474","display_name":null,"funder_award_id":"61005090","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2927280735","display_name":null,"funder_award_id":"61703279","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6499523850","display_name":null,"funder_award_id":"51775385","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8035561660","display_name":null,"funder_award_id":"71503185","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W30994277","https://openalex.org/W111409845","https://openalex.org/W190427941","https://openalex.org/W1506773990","https://openalex.org/W1531859564","https://openalex.org/W1536615069","https://openalex.org/W1545960569","https://openalex.org/W1560921017","https://openalex.org/W1976527148","https://openalex.org/W1980380058","https://openalex.org/W1989800021","https://openalex.org/W1995972800","https://openalex.org/W2003938582","https://openalex.org/W2013885787","https://openalex.org/W2016756367","https://openalex.org/W2017454556","https://openalex.org/W2028031385","https://openalex.org/W2055940878","https://openalex.org/W2056078399","https://openalex.org/W2064884466","https://openalex.org/W2069003837","https://openalex.org/W2089676702","https://openalex.org/W2100531066","https://openalex.org/W2108540055","https://openalex.org/W2109472859","https://openalex.org/W2112036188","https://openalex.org/W2112667413","https://openalex.org/W2116912261","https://openalex.org/W2117250519","https://openalex.org/W2123682012","https://openalex.org/W2124064961","https://openalex.org/W2131613989","https://openalex.org/W2136605337","https://openalex.org/W2137340504","https://openalex.org/W2139263136","https://openalex.org/W2152195021","https://openalex.org/W2154369526","https://openalex.org/W2155529731","https://openalex.org/W2156106639","https://openalex.org/W2162145193","https://openalex.org/W2162745921","https://openalex.org/W2187537484","https://openalex.org/W2244784158","https://openalex.org/W2409637898","https://openalex.org/W2507510427","https://openalex.org/W2543580944","https://openalex.org/W2575904838","https://openalex.org/W2576677224","https://openalex.org/W2605359652","https://openalex.org/W2611421169","https://openalex.org/W2621346634","https://openalex.org/W4248290806","https://openalex.org/W4285719527","https://openalex.org/W6601223498","https://openalex.org/W6645315860","https://openalex.org/W6676230053","https://openalex.org/W6680702189"],"related_works":["https://openalex.org/W4323922629","https://openalex.org/W3102725223","https://openalex.org/W2070977815","https://openalex.org/W2017510848","https://openalex.org/W2116814709","https://openalex.org/W2368889725","https://openalex.org/W2942263706","https://openalex.org/W1959298326","https://openalex.org/W2767141225","https://openalex.org/W3009254682"],"abstract_inverted_index":{"Particle":[0],"swarm":[1,124,128],"optimization":[2,12,20,60],"(PSO)":[3],"is":[4,27,68],"a":[5,104],"population-based":[6],"algorithm":[7],"designed":[8],"to":[9,24,42,73,108,129,141],"tackle":[10],"various":[11,55],"problems.":[13],"However,":[14],"its":[15,31,71,126],"performance":[16],"deteriorates":[17],"significantly":[18],"when":[19],"problems":[21,61],"are":[22],"subjected":[23],"noise.":[25],"PSO":[26,56,83,89,112,151,156],"strongly":[28],"influenced":[29],"by":[30],"previous":[32],"best":[33,37],"particles":[34,120],"and":[35,45,113,125],"global":[36],"one,":[38],"which":[39],"may":[40],"lead":[41],"premature":[43],"convergence":[44],"fall":[46],"into":[47,88],"local":[48],"optima.":[49],"This":[50],"also":[51],"holds":[52],"true":[53],"for":[54,70,91,103],"variants":[57,90,157],"dealing":[58],"with":[59],"in":[62,164],"noisy":[63],"environments.":[64],"Opposition-based":[65],"learning":[66],"(OBL)":[67],"well-known":[69],"ability":[72],"increase":[74],"population":[75],"diversity.":[76],"In":[77,106],"this":[78],"paper,":[79],"we":[80,115],"propose":[81],"hybrid":[82,98,150],"algorithms":[84,99,152],"that":[85,147],"introduce":[86],"OBL":[87,102],"improving":[92],"the":[93,117,122,131,148],"latter's":[94],"performance.":[95],"The":[96],"proposed":[97,149],"employ":[100],"probabilistic":[101],"swarm.":[105],"contrast":[107],"other":[109],"integrations":[110],"of":[111,144],"OBL,":[114],"select":[116],"top":[118],"fittest":[119],"from":[121],"current":[123],"opposite":[127],"improve":[130],"entire":[132],"swarm's":[133],"fitness.":[134],"Experiments":[135],"on":[136],"20":[137],"benchmark":[138],"functions":[139],"subject":[140],"different":[142],"levels":[143],"noise":[145],"show":[146],"outperform":[153],"their":[154],"counterpart":[155],"as":[158,160],"well":[159],"composite":[161],"differential":[162],"evolution":[163],"most":[165],"cases.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}