{"id":"https://openalex.org/W3082671792","doi":"https://doi.org/10.1109/icaci49185.2020.9177743","title":"A Novel Group-based Swarm Optimizer for Large-Scale Optimization","display_name":"A Novel Group-based Swarm Optimizer for Large-Scale Optimization","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3082671792","doi":"https://doi.org/10.1109/icaci49185.2020.9177743","mag":"3082671792"},"language":"en","primary_location":{"id":"doi:10.1109/icaci49185.2020.9177743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci49185.2020.9177743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 12th International Conference on Advanced Computational Intelligence (ICACI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029241481","display_name":"Shanwen Guan","orcid":"https://orcid.org/0000-0003-4565-9303"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shanwen Guan","raw_affiliation_strings":["Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045514825","display_name":"Rushi Lan","orcid":"https://orcid.org/0000-0002-9488-8236"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rushi Lan","raw_affiliation_strings":["Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101149831","display_name":"Yijie Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijie Zhu","raw_affiliation_strings":["Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China","School of Information and Communication, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"School of Information and Communication, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000079751","display_name":"Ruomei Wang","orcid":"https://orcid.org/0000-0002-2712-4412"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruomei Wang","raw_affiliation_strings":["Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China","School of Information Science and Technology, Sun Yat-Sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-Sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101149831","display_name":"Yijie Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijie Zhu","raw_affiliation_strings":["Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China","School of Information and Communication, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"School of Information and Communication, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000079751","display_name":"Ruomei Wang","orcid":"https://orcid.org/0000-0002-2712-4412"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruomei Wang","raw_affiliation_strings":["Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China","School of Information Science and Technology, Sun Yat-Sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Image and Graphic intelligent processing, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-Sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5029241481"],"corresponding_institution_ids":["https://openalex.org/I5343935"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10338087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"302","last_page":"309"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.989799976348877,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9815999865531921,"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":0.7117739915847778},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6987276673316956},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5860424041748047},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5065008401870728},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.49776792526245117},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4897158443927765},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.4690421521663666},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4646918475627899},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.4524849057197571},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4329238533973694},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.43033531308174133},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4171580970287323},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30921152234077454},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24071884155273438},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06354346871376038}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7117739915847778},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6987276673316956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5860424041748047},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5065008401870728},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.49776792526245117},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4897158443927765},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.4690421521663666},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4646918475627899},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.4524849057197571},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4329238533973694},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.43033531308174133},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4171580970287323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30921152234077454},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24071884155273438},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06354346871376038},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaci49185.2020.9177743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci49185.2020.9177743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 12th International Conference on Advanced Computational Intelligence (ICACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W133488247","https://openalex.org/W1700887661","https://openalex.org/W1995972800","https://openalex.org/W2017454556","https://openalex.org/W2019855372","https://openalex.org/W2109472859","https://openalex.org/W2110250181","https://openalex.org/W2165299997","https://openalex.org/W2511428207","https://openalex.org/W2543580944","https://openalex.org/W2740214879","https://openalex.org/W2753899746","https://openalex.org/W2771045332","https://openalex.org/W2802671347","https://openalex.org/W2916083864","https://openalex.org/W2923567094","https://openalex.org/W2968862197","https://openalex.org/W3195980705","https://openalex.org/W4238076109","https://openalex.org/W4254321627","https://openalex.org/W6637561291","https://openalex.org/W6759375221"],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W2133833450","https://openalex.org/W1527337688","https://openalex.org/W2399799070","https://openalex.org/W2746377055","https://openalex.org/W4386001959","https://openalex.org/W2594296178","https://openalex.org/W3089846858","https://openalex.org/W3012322385","https://openalex.org/W2079579310"],"abstract_inverted_index":{"In":[0,31,59],"this":[1],"paper,":[2],"a":[3,43,132],"novel":[4],"group-based":[5],"swarm":[6,129],"optimizer":[7],"(GSO)":[8],"is":[9],"proposed":[10,120],"for":[11,73,86],"large":[12,150],"scale":[13,151],"optimization.":[14],"Inspired":[15],"from":[16],"the":[17,24,32,49,54,60,66,74,91,94,116,125],"group":[18,45],"learning":[19,26,34,62],"behavior":[20],"in":[21,29,90],"human":[22],"society,":[23],"hierarchical":[25,61],"are":[27,70,113,122],"involved":[28],"GSO.":[30],"mass":[33],"stage,":[35],"GSO":[36,112,145],"randomly":[37],"picks":[38],"three":[39],"particles":[40,78,82,98],"to":[41,52,83,102],"form":[42],"study":[44],"and":[46,108,115],"then":[47],"adopts":[48],"competitive":[50],"mechanism":[51],"update":[53],"members":[55],"of":[56,111,119,134],"studing":[57],"group.":[58],"phase,":[63],"elite":[64],"particles,":[65],"better":[67,147],"fitness":[68],"value,":[69],"directly":[71],"retained":[72],"next":[75],"iteration.":[76],"Worst":[77],"learn":[79],"two":[80,137],"dominant":[81],"further":[84],"search":[85,104],"more":[87],"promising":[88],"areas":[89],"team":[92],"at":[93],"same":[95],"time.":[96],"Another":[97],"utilize":[99],"differential":[100],"evolution":[101],"explore":[103],"space.":[105],"Then,":[106],"theoretically":[107],"empirically":[109],"analysis":[110],"presented":[114],"exploration":[117],"abilities":[118],"method":[121],"performed":[123],"compared":[124],"most":[126],"popular":[127],"particle":[128],"optimizer.":[130],"Further,":[131],"set":[133],"experiments":[135],"on":[136,149],"widely":[138],"used":[139],"large-scale":[140],"benchmark":[141],"sets":[142],"demonstrate":[143],"that":[144],"achieves":[146],"performance":[148],"problems":[152],"than":[153],"several":[154],"state-of-the-art":[155],"algorithms.":[156]},"counts_by_year":[],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}
