{"id":"https://openalex.org/W4220782845","doi":"https://doi.org/10.3390/math10071072","title":"A Dimension Group-Based Comprehensive Elite Learning Swarm Optimizer for Large-Scale Optimization","display_name":"A Dimension Group-Based Comprehensive Elite Learning Swarm Optimizer for Large-Scale Optimization","publication_year":2022,"publication_date":"2022-03-26","ids":{"openalex":"https://openalex.org/W4220782845","doi":"https://doi.org/10.3390/math10071072"},"language":"en","primary_location":{"id":"doi:10.3390/math10071072","doi":"https://doi.org/10.3390/math10071072","is_oa":true,"landing_page_url":"https://doi.org/10.3390/math10071072","pdf_url":"https://www.mdpi.com/2227-7390/10/7/1072/pdf?version=1648534099","source":{"id":"https://openalex.org/S4210192031","display_name":"Mathematics","issn_l":"2227-7390","issn":["2227-7390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-7390/10/7/1072/pdf?version=1648534099","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016231511","display_name":"Qiang Yang","orcid":"https://orcid.org/0000-0003-0277-3077","observed_orcids":["https://orcid.org/0000-0003-0277-3077"]},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Yang","raw_affiliation_strings":["School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing 210044, China"],"raw_orcid":"https://orcid.org/0000-0003-0277-3077","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055706183","display_name":"Kai-Xuan Zhang","orcid":"https://orcid.org/0000-0003-4049-9347","observed_orcids":["https://orcid.org/0000-0003-4049-9347"]},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai-Xuan Zhang","raw_affiliation_strings":["School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing 210044, China"],"raw_orcid":"https://orcid.org/0000-0003-4049-9347","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101903739","display_name":"Xudong Gao","orcid":"https://orcid.org/0000-0002-0750-9198","observed_orcids":["https://orcid.org/0000-0002-0750-9198"]},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xu-Dong Gao","raw_affiliation_strings":["School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000320630","display_name":"Dongdong Xu","orcid":"https://orcid.org/0000-0002-1528-4363","observed_orcids":["https://orcid.org/0000-0002-1528-4363"]},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong-Dong Xu","raw_affiliation_strings":["School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068089141","display_name":"Zhenyu Lu","orcid":"https://orcid.org/0000-0002-5066-4716","observed_orcids":["https://orcid.org/0000-0002-5066-4716"]},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen-Yu Lu","raw_affiliation_strings":["School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084148795","display_name":"Sang-Woon Jeon","orcid":"https://orcid.org/0000-0002-0199-2254","observed_orcids":["https://orcid.org/0000-0002-0199-2254"]},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang-Woon Jeon","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Hanyang University, Ansan 15588, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Hanyang University, Ansan 15588, Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400217","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-7835-9871","observed_orcids":["https://orcid.org/0000-0001-7835-9871","https://orcid.org/0000-0003-4148-4294","https://orcid.org/0000-0003-1760-1702"]},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]},{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR","TW"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung 413310, Taiwan","Department of Electrical and Electronic Engineering, Hanyang University, Ansan 15588, Korea"],"raw_orcid":"https://orcid.org/0000-0001-7835-9871","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung 413310, Taiwan","institution_ids":["https://openalex.org/I126145234"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Hanyang University, Ansan 15588, Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101903739"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":{"value":1800,"currency":"CHF","value_usd":1885},"apc_paid":{"value":1800,"currency":"CHF","value_usd":1885},"fwci":2.0561,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.88091468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"10","issue":"7","first_page":"1072","last_page":"1072"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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":1.0,"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":0.0,"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/T11946","display_name":"Antenna Design and Optimization","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"swarm intelligence","score":0.5550000071525574},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.6869999766349792},{"id":"https://openalex.org/keywords/high-dimensional-optimization","display_name":"high-dimensional optimization","score":0.8629999756813049},{"id":"https://openalex.org/keywords/large-scale-optimization","display_name":"large-scale optimization","score":0.9459999799728394},{"id":"https://openalex.org/keywords/dynamic-parameter-adjustment","display_name":"dynamic parameter adjustment","score":0.7680000066757202},{"id":"https://openalex.org/keywords/exploration-and-exploitation","display_name":"exploration and exploitation","score":0.7300000190734863},{"id":"https://openalex.org/keywords/solution-diversity","display_name":"solution diversity","score":0.7609999775886536},{"id":"https://openalex.org/keywords/convergence-rate","display_name":"convergence rate","score":0.878000020980835}],"concepts":[{"id":"https://openalex.org/C2775987171","wikidata":"https://www.wikidata.org/wiki/Q192797","display_name":"Elite","level":3,"score":0.6994944214820862},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6794122457504272},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5940504670143127},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5844603776931763},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5838149785995483},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5609968304634094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5536193251609802},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5309141874313354},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5232259631156921},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47201603651046753},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.4449632465839386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29491573572158813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2741532027721405},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2525784373283386},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08080452680587769},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/math10071072","doi":"https://doi.org/10.3390/math10071072","is_oa":true,"landing_page_url":"https://doi.org/10.3390/math10071072","pdf_url":"https://www.mdpi.com/2227-7390/10/7/1072/pdf?version=1648534099","source":{"id":"https://openalex.org/S4210192031","display_name":"Mathematics","issn_l":"2227-7390","issn":["2227-7390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jmathe:v:10:y:2022:i:7:p:1072-:d:780419","doi":null,"is_oa":false,"landing_page_url":"https://www.mdpi.com/2227-7390/10/7/1072/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:doaj.org/article:a1fac61a435a42a7a54d43e5b1a529f6","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/a1fac61a435a42a7a54d43e5b1a529f6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mathematics, Vol 10, Iss 7, p 1072 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/math10071072","doi":"https://doi.org/10.3390/math10071072","is_oa":true,"landing_page_url":"https://doi.org/10.3390/math10071072","pdf_url":"https://www.mdpi.com/2227-7390/10/7/1072/pdf?version=1648534099","source":{"id":"https://openalex.org/S4210192031","display_name":"Mathematics","issn_l":"2227-7390","issn":["2227-7390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4754101886","display_name":null,"funder_award_id":"NRF-2021H1D3A2A01082705","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6589194504","display_name":null,"funder_award_id":"62006124, U20B2061","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8589418834","display_name":null,"funder_award_id":"BK20200811","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335990","display_name":"Startup Foundation for Introducing Talent of Nanjing University of Information Science and Technology","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220782845.pdf","grobid_xml":"https://content.openalex.org/works/W4220782845.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W1555689267","https://openalex.org/W1983947028","https://openalex.org/W1994019844","https://openalex.org/W1995972800","https://openalex.org/W1998391576","https://openalex.org/W2003938582","https://openalex.org/W2045050140","https://openalex.org/W2109364787","https://openalex.org/W2118840131","https://openalex.org/W2131613989","https://openalex.org/W2135564892","https://openalex.org/W2140491475","https://openalex.org/W2145418868","https://openalex.org/W2155005783","https://openalex.org/W2165299997","https://openalex.org/W2187537484","https://openalex.org/W2285034650","https://openalex.org/W2413634576","https://openalex.org/W2533800621","https://openalex.org/W2558907532","https://openalex.org/W2588492418","https://openalex.org/W2608705546","https://openalex.org/W2626371998","https://openalex.org/W2753899746","https://openalex.org/W2769744156","https://openalex.org/W2790664989","https://openalex.org/W2804031762","https://openalex.org/W2887028527","https://openalex.org/W2890087117","https://openalex.org/W2892336140","https://openalex.org/W2911840209","https://openalex.org/W2923567094","https://openalex.org/W2940478829","https://openalex.org/W2941180824","https://openalex.org/W2942947862","https://openalex.org/W2948366144","https://openalex.org/W2954017039","https://openalex.org/W2957304166","https://openalex.org/W2975247499","https://openalex.org/W2979736100","https://openalex.org/W3012205554","https://openalex.org/W3015775027","https://openalex.org/W3024767046","https://openalex.org/W3031196749","https://openalex.org/W3033476221","https://openalex.org/W3042424419","https://openalex.org/W3042867336","https://openalex.org/W3091904698","https://openalex.org/W3113228261","https://openalex.org/W3113439513","https://openalex.org/W3127561661","https://openalex.org/W3138622452","https://openalex.org/W3184078521","https://openalex.org/W3188464820","https://openalex.org/W3191277520","https://openalex.org/W3194499284","https://openalex.org/W3198029958","https://openalex.org/W3209673031","https://openalex.org/W4200560608","https://openalex.org/W4205427058","https://openalex.org/W4205866721","https://openalex.org/W4214680607","https://openalex.org/W4235002827"],"related_works":["https://openalex.org/W4360618564","https://openalex.org/W2896840640","https://openalex.org/W4390579706","https://openalex.org/W2533800621","https://openalex.org/W4224233121","https://openalex.org/W4223424642","https://openalex.org/W3082671792","https://openalex.org/W3113228261","https://openalex.org/W4415988286","https://openalex.org/W2941180824"],"abstract_inverted_index":{"High-dimensional":[0],"optimization":[1,24,209],"problems":[2,34],"are":[3,105],"more":[4,6],"and":[5,14,87,197],"common":[7],"in":[8,53,57,103,138,147],"the":[9,15,23,58,62,68,78,83,88,94,98,166,171,182,186,189,199,205],"era":[10],"of":[11,17,26,33,64,93,100,118,168],"big":[12],"data":[13],"Internet":[16],"things":[18],"(IoT),":[19],"which":[20],"seriously":[21],"challenge":[22],"performance":[25,232],"existing":[27],"optimizers.":[28,237],"To":[29,164],"solve":[30],"these":[31],"kinds":[32],"effectively,":[35],"this":[36,133],"paper":[37],"devises":[38],"a":[39],"dimension":[40,116],"group-based":[41],"comprehensive":[42],"elite":[43,55,79,145],"learning":[44],"swarm":[45,59,69],"optimizer":[46],"(DGCELSO)":[47],"by":[48,124,143],"integrating":[49],"valuable":[50],"evolutionary":[51],"information":[52],"different":[54,126],"particles":[56,146],"to":[60,170,180,195,203],"guide":[61],"updating":[63],"inferior":[65],"ones.":[66],"Specifically,":[67],"is":[70,122,140,160,193],"first":[71],"separated":[72],"into":[73,108],"two":[74,125,215],"exclusive":[75],"sets,":[76],"namely":[77],"set":[80,90],"(ES)":[81],"containing":[82],"top":[84],"best":[85],"individuals,":[86],"non-elite":[89,120,136],"(NES),":[91],"consisting":[92],"remaining":[95],"individuals.":[96],"Then,":[97],"dimensions":[99],"each":[101,115,119,135],"particle":[102,121,137],"NES":[104,139],"randomly":[106,128],"divided":[107],"several":[109,234],"groups":[110],"with":[111],"equal":[112],"sizes.":[113],"Subsequently,":[114],"group":[117],"guided":[123,142],"elites":[127],"selected":[129],"from":[130],"ES.":[131,148],"In":[132],"way,":[134],"comprehensively":[141],"multiple":[144],"Therefore,":[149],"not":[150],"only":[151],"could":[152],"high":[153],"diversity":[154],"be":[155],"maintained,":[156],"but":[157],"fast":[158],"convergence":[159],"also":[161],"likely":[162],"guaranteed.":[163],"alleviate":[165],"sensitivity":[167],"DGCELSO":[169,192,224],"associated":[172],"parameters,":[173],"we":[174],"further":[175],"devise":[176],"dynamic":[177],"adjustment":[178],"strategies":[179],"change":[181],"parameter":[183],"settings":[184],"during":[185],"evolution.":[187],"With":[188],"above":[190],"mechanisms,":[191],"expected":[194],"explore":[196],"exploit":[198],"solution":[200],"space":[201],"properly":[202],"find":[204],"optimum":[206],"solutions":[207],"for":[208],"problems.":[210],"Extensive":[211],"experiments":[212],"conducted":[213],"on":[214],"commonly":[216],"used":[217],"large-scale":[218,236],"benchmark":[219],"problem":[220],"sets":[221],"demonstrate":[222],"that":[223],"achieves":[225],"highly":[226],"competitive":[227],"or":[228],"even":[229],"much":[230],"better":[231],"than":[233],"state-of-the-art":[235]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-04-03T00:00:00"}
