{"id":"https://openalex.org/W4380533242","doi":"https://doi.org/10.1145/3604812","title":"A Species-based Particle Swarm Optimization with Adaptive Population Size and Deactivation of Species for Dynamic Optimization Problems","display_name":"A Species-based Particle Swarm Optimization with Adaptive Population Size and Deactivation of Species for Dynamic Optimization Problems","publication_year":2023,"publication_date":"2023-06-14","ids":{"openalex":"https://openalex.org/W4380533242","doi":"https://doi.org/10.1145/3604812"},"language":"en","primary_location":{"id":"doi:10.1145/3604812","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3604812","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3604812","source":{"id":"https://openalex.org/S4210221532","display_name":"ACM Transactions on Evolutionary Learning and Optimization","issn_l":"2688-299X","issn":["2688-299X","2688-3007"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Evolutionary Learning and Optimization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3604812","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102988048","display_name":"Delaram Yazdani","orcid":"https://orcid.org/0009-0000-6585-9850"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I1319328641","display_name":"British Antarctic Survey","ror":"https://ror.org/01rhff309","country_code":"GB","type":"government","lineage":["https://openalex.org/I1319328641","https://openalex.org/I141816643","https://openalex.org/I4210087105"]},{"id":"https://openalex.org/I183859904","display_name":"Islamic Azad University, Mashhad","ror":"https://ror.org/00bvysh61","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I183859904"]}],"countries":["AU","GB","IR"],"is_corresponding":false,"raw_author_name":"Delaram Yazdani","raw_affiliation_strings":["AI Lab, British Antarctic Survey, United Kingdom","Department of Computer Engineering, Mashhad Branch, Azad University, Iran","Faculty of Engineering & Information Technology, University of Technology Sydney, Australia"],"raw_orcid":"https://orcid.org/0009-0000-6585-9850","affiliations":[{"raw_affiliation_string":"AI Lab, British Antarctic Survey, United Kingdom","institution_ids":["https://openalex.org/I1319328641"]},{"raw_affiliation_string":"Department of Computer Engineering, Mashhad Branch, Azad University, Iran","institution_ids":["https://openalex.org/I183859904"]},{"raw_affiliation_string":"Faculty of Engineering & Information Technology, University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044801385","display_name":"Danial Yazdani","orcid":"https://orcid.org/0000-0002-7799-5013"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I1319328641","display_name":"British Antarctic Survey","ror":"https://ror.org/01rhff309","country_code":"GB","type":"government","lineage":["https://openalex.org/I1319328641","https://openalex.org/I141816643","https://openalex.org/I4210087105"]},{"id":"https://openalex.org/I183859904","display_name":"Islamic Azad University, Mashhad","ror":"https://ror.org/00bvysh61","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I183859904"]}],"countries":["AU","GB","IR"],"is_corresponding":false,"raw_author_name":"Danial Yazdani","raw_affiliation_strings":["AI Lab, British Antarctic Survey, United Kingdom","Department of Computer Engineering, Mashhad Branch, Azad University, Iran","Faculty of Engineering & Information Technology, University of Technology Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7799-5013","affiliations":[{"raw_affiliation_string":"AI Lab, British Antarctic Survey, United Kingdom","institution_ids":["https://openalex.org/I1319328641"]},{"raw_affiliation_string":"Department of Computer Engineering, Mashhad Branch, Azad University, Iran","institution_ids":["https://openalex.org/I183859904"]},{"raw_affiliation_string":"Faculty of Engineering & Information Technology, University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017987185","display_name":"D. Yazdani","orcid":"https://orcid.org/0000-0003-2151-0547"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I1319328641","display_name":"British Antarctic Survey","ror":"https://ror.org/01rhff309","country_code":"GB","type":"government","lineage":["https://openalex.org/I1319328641","https://openalex.org/I141816643","https://openalex.org/I4210087105"]},{"id":"https://openalex.org/I183859904","display_name":"Islamic Azad University, Mashhad","ror":"https://ror.org/00bvysh61","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I183859904"]}],"countries":["AU","GB","IR"],"is_corresponding":false,"raw_author_name":"Donya Yazdani","raw_affiliation_strings":["AI Lab, British Antarctic Survey, United Kingdom","Department of Computer Engineering, Mashhad Branch, Azad University, Iran","Faculty of Engineering & Information Technology, University of Technology Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2151-0547","affiliations":[{"raw_affiliation_string":"AI Lab, British Antarctic Survey, United Kingdom","institution_ids":["https://openalex.org/I1319328641"]},{"raw_affiliation_string":"Department of Computer Engineering, Mashhad Branch, Azad University, Iran","institution_ids":["https://openalex.org/I183859904"]},{"raw_affiliation_string":"Faculty of Engineering & Information Technology, University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034356207","display_name":"Mohammad Nabi Omidvar","orcid":"https://orcid.org/0000-0003-1944-4624"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammad Nabi Omidvar","raw_affiliation_strings":["School of Computing and Leeds University Business School, University of Leeds, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-1944-4624","affiliations":[{"raw_affiliation_string":"School of Computing and Leeds University Business School, University of Leeds, United Kingdom","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039341855","display_name":"Amir H. Gandomi","orcid":"https://orcid.org/0000-0002-2798-0104"},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]},{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU","HU"],"is_corresponding":false,"raw_author_name":"Amir H. Gandomi","raw_affiliation_strings":["Faculty of Engineering & Information Technology, University of Technology Sydney, Australia, and University Research and Innovation Center (EKIK), Obuda University, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-2798-0104","affiliations":[{"raw_affiliation_string":"Faculty of Engineering & Information Technology, University of Technology Sydney, Australia, and University Research and Innovation Center (EKIK), Obuda University, Hungary","institution_ids":["https://openalex.org/I103356709","https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635494","display_name":"Xin Yao","orcid":"https://orcid.org/0000-0001-8837-4442"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yao","raw_affiliation_strings":["Research Institute of Trustworthy Autonomous Systems (RITAS), and Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, China and The Center of Excellence for Research in Computational Intelligence and Applications (CERCIA), School of Computer Science, University of Birmingham, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-8837-4442","affiliations":[{"raw_affiliation_string":"Research Institute of Trustworthy Autonomous Systems (RITAS), and Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, China and The Center of Excellence for Research in Computational Intelligence and Applications (CERCIA), School of Computer Science, University of Birmingham, United Kingdom","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7449,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.86791511,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"3","issue":"4","first_page":"1","last_page":"25"},"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":0.9952999949455261,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9794999957084656,"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/benchmark","display_name":"Benchmark (surveying)","score":0.7607128024101257},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6594182252883911},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6560710668563843},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6540989279747009},{"id":"https://openalex.org/keywords/population-size","display_name":"Population size","score":0.6215499043464661},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6013580560684204},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5365308523178101},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.48723354935646057},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.46953094005584717},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4663291275501251},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4351203441619873},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.42454177141189575},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23288550972938538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1915857493877411},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.05996429920196533}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7607128024101257},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6594182252883911},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6560710668563843},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6540989279747009},{"id":"https://openalex.org/C169733012","wikidata":"https://www.wikidata.org/wiki/Q1613416","display_name":"Population size","level":3,"score":0.6215499043464661},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6013580560684204},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5365308523178101},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.48723354935646057},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.46953094005584717},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4663291275501251},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4351203441619873},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.42454177141189575},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23288550972938538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1915857493877411},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.05996429920196533},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3604812","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3604812","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3604812","source":{"id":"https://openalex.org/S4210221532","display_name":"ACM Transactions on Evolutionary Learning and Optimization","issn_l":"2688-299X","issn":["2688-299X","2688-3007"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Evolutionary Learning and Optimization","raw_type":"journal-article"},{"id":"pmh:oai:nora.nerc.ac.uk:541471","is_oa":true,"landing_page_url":"https://orcid.org/0009-0000-6585-9850","pdf_url":"https://nora.nerc.ac.uk/id/eprint/541471/1/3604812.pdf","source":{"id":"https://openalex.org/S4306400758","display_name":"NERC Open Research Archive (Natural Environment Research Council)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I141816643","host_organization_name":"Natural Environment Research Council","host_organization_lineage":["https://openalex.org/I141816643"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Publication - Article"},{"id":"pmh:oai:researchonline.ljmu.ac.uk:23822","is_oa":true,"landing_page_url":null,"pdf_url":"https://researchonline.ljmu.ac.uk/id/eprint/23822/1/A%20Species-based%20Particle%20Swarm%20Optimization%20with%20Adaptive%20Population%20Size%20and%20Deactivation%20of%20Species%20for%20Dynamic%20Optimization%20Problems.pdf","source":{"id":"https://openalex.org/S4306401246","display_name":"Liverpool John Moores University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63098007","host_organization_name":"Liverpool John Moores University","host_organization_lineage":["https://openalex.org/I63098007"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1145/3604812","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3604812","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3604812","source":{"id":"https://openalex.org/S4210221532","display_name":"ACM Transactions on Evolutionary Learning and Optimization","issn_l":"2688-299X","issn":["2688-299X","2688-3007"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Evolutionary Learning and Optimization","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4380533242.pdf","grobid_xml":"https://content.openalex.org/works/W4380533242.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W9691476","https://openalex.org/W52041091","https://openalex.org/W185184210","https://openalex.org/W1503230923","https://openalex.org/W1554562355","https://openalex.org/W1565235276","https://openalex.org/W1607946892","https://openalex.org/W1764243974","https://openalex.org/W1964742356","https://openalex.org/W1968005908","https://openalex.org/W1975540119","https://openalex.org/W1983991003","https://openalex.org/W2014319424","https://openalex.org/W2017283218","https://openalex.org/W2025044382","https://openalex.org/W2041006267","https://openalex.org/W2052420727","https://openalex.org/W2053559291","https://openalex.org/W2054984152","https://openalex.org/W2059400389","https://openalex.org/W2061706483","https://openalex.org/W2096370308","https://openalex.org/W2112036188","https://openalex.org/W2115350182","https://openalex.org/W2118616578","https://openalex.org/W2137130066","https://openalex.org/W2143503407","https://openalex.org/W2144341408","https://openalex.org/W2147573707","https://openalex.org/W2152195021","https://openalex.org/W2156194072","https://openalex.org/W2159675439","https://openalex.org/W2160958384","https://openalex.org/W2172164221","https://openalex.org/W2295742032","https://openalex.org/W2338523150","https://openalex.org/W2342523745","https://openalex.org/W2344134522","https://openalex.org/W2407966813","https://openalex.org/W2529345806","https://openalex.org/W2562277660","https://openalex.org/W2564330218","https://openalex.org/W2572829539","https://openalex.org/W2573212983","https://openalex.org/W2583496274","https://openalex.org/W2604181158","https://openalex.org/W2805590776","https://openalex.org/W2896653140","https://openalex.org/W2898165512","https://openalex.org/W2905246267","https://openalex.org/W2919775045","https://openalex.org/W2961614712","https://openalex.org/W2963014601","https://openalex.org/W2980467302","https://openalex.org/W3026865081","https://openalex.org/W3043257788","https://openalex.org/W3049469446","https://openalex.org/W3099100043","https://openalex.org/W3113211526","https://openalex.org/W3129214046","https://openalex.org/W3192803761","https://openalex.org/W3214943660","https://openalex.org/W4210958409","https://openalex.org/W4221135157","https://openalex.org/W4235880014","https://openalex.org/W4235993008","https://openalex.org/W4285647942","https://openalex.org/W4299599216","https://openalex.org/W4300188465","https://openalex.org/W6907479242"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2950423922","https://openalex.org/W2116074880","https://openalex.org/W2121780490","https://openalex.org/W2070977815","https://openalex.org/W2137136732","https://openalex.org/W2132113279","https://openalex.org/W2113224065"],"abstract_inverted_index":{"Population":[0],"clustering":[1],"methods,":[2],"which":[3],"consider":[4],"the":[5,23,47,61,65,122,127,132,140,143,147,154,161,170,173],"position":[6],"and":[7,44,64,73,99,142,159],"fitness":[8],"of":[9,33,49,56,67,101,138,149,172],"individuals":[10],"to":[11,78,80,131],"form":[12],"sub-populations":[13,102,133],"in":[14,21,27],"multi-population":[15],"algorithms,":[16],"have":[17],"shown":[18],"high":[19],"efficiency":[20],"tracking":[22],"moving":[24],"global":[25],"optimum":[26],"dynamic":[28,81,105],"optimization":[29,94,106],"problems.":[30,107],"However,":[31],"most":[32],"these":[34],"methods":[35],"use":[36],"a":[37,57,89,114],"fixed":[38],"population":[39,62,97],"size,":[40],"making":[41],"them":[42],"inflexible":[43],"inefficient":[45],"when":[46],"number":[48,66,100],"promising":[50,68],"regions":[51,69],"is":[52],"unknown.":[53],"The":[54,108,167],"lack":[55],"functional":[58],"relationship":[59],"between":[60],"size":[63,98],"significantly":[70],"degrades":[71],"performance":[72,148],"limits":[74],"an":[75],"algorithm\u2019s":[76],"agility":[77],"respond":[79],"changes.":[82],"To":[83],"address":[84],"this":[85],"issue,":[86],"we":[87],"propose":[88],"new":[90],"species-based":[91],"particle":[92],"swarm":[93],"with":[95,163],"adaptive":[96,117],"for":[103,153],"solving":[104],"proposed":[109,151,174],"algorithm":[110,152],"also":[111],"benefits":[112],"from":[113],"novel":[115],"systematic":[116],"deactivation":[118,124],"component":[119],"that,":[120],"unlike":[121],"previous":[123],"components,":[125],"adapts":[126],"computational":[128],"resource":[129],"allocation":[130],"by":[134],"considering":[135],"various":[136],"characteristics":[137],"both":[139],"problem":[141],"sub-populations.":[144],"We":[145],"evaluate":[146],"our":[150],"Generalized":[155],"Moving":[156],"Peaks":[157],"Benchmark":[158],"compare":[160],"results":[162,168],"several":[164],"peer":[165],"approaches.":[166],"indicate":[169],"superiority":[171],"method.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}