{"id":"https://openalex.org/W2512232223","doi":"https://doi.org/10.1142/s0218213016500202","title":"Hybrid Artificial Bee Colony Algorithm with Differential Evolution and Free Search for Numerical Function Optimization","display_name":"Hybrid Artificial Bee Colony Algorithm with Differential Evolution and Free Search for Numerical Function Optimization","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2512232223","doi":"https://doi.org/10.1142/s0218213016500202","mag":"2512232223"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213016500202","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213016500202","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-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/A5101746408","display_name":"Lian Lian","orcid":"https://orcid.org/0000-0002-9753-4337"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lian Lian","raw_affiliation_strings":["School of Transportation and Logistics, Dalian University of Technology, Dalian City, Liaoning Province, 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics, Dalian University of Technology, Dalian City, Liaoning Province, 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054942640","display_name":"Zaifeng Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fu Zaifeng","raw_affiliation_strings":["School of Transportation and Logistics, Dalian University of Technology, Dalian City, Liaoning Province, 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics, Dalian University of Technology, Dalian City, Liaoning Province, 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103708943","display_name":"Yang Guangfei","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Guangfei","raw_affiliation_strings":["Faculty of Management and Economics, Dalian University of Technology, Dalian City, Liaoning Province, 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management and Economics, Dalian University of Technology, Dalian City, Liaoning Province, 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100741261","display_name":"Yi Huang","orcid":"https://orcid.org/0000-0001-7774-1024"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huang Yi","raw_affiliation_strings":["School of Transportation and Logistics, Dalian University of Technology, Dalian City, Liaoning Province, 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics, Dalian University of Technology, Dalian City, Liaoning Province, 116024, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":1.3248,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87336232,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"25","issue":"04","first_page":"1650020","last_page":"1650020"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9908999800682068,"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":0.9861000180244446,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7648242115974426},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.7601288557052612},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7479294538497925},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5737413763999939},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5636688470840454},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5316636562347412},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.5090577006340027},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5050402283668518},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4563163220882416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2963199019432068},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15068331360816956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7648242115974426},{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.7601288557052612},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7479294538497925},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5737413763999939},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5636688470840454},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5316636562347412},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.5090577006340027},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5050402283668518},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4563163220882416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2963199019432068},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15068331360816956},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218213016500202","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213016500202","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1965811262","https://openalex.org/W1971583942","https://openalex.org/W1977042441","https://openalex.org/W1997600725","https://openalex.org/W1998391576","https://openalex.org/W2003584395","https://openalex.org/W2018571946","https://openalex.org/W2020697624","https://openalex.org/W2036308925","https://openalex.org/W2045239993","https://openalex.org/W2046224350","https://openalex.org/W2047626401","https://openalex.org/W2060623431","https://openalex.org/W2079754109","https://openalex.org/W2090812374","https://openalex.org/W2093284687","https://openalex.org/W2095558004","https://openalex.org/W2096166399","https://openalex.org/W2098477891","https://openalex.org/W2108388069","https://openalex.org/W2131613989","https://openalex.org/W2137509473","https://openalex.org/W2139339670","https://openalex.org/W2141725066","https://openalex.org/W2143560894","https://openalex.org/W2144317842","https://openalex.org/W2155529731","https://openalex.org/W2157295841","https://openalex.org/W2162145193","https://openalex.org/W2169064301","https://openalex.org/W2214417066","https://openalex.org/W2335526470","https://openalex.org/W4206928935","https://openalex.org/W4248027363"],"related_works":["https://openalex.org/W2092565538","https://openalex.org/W2902616009","https://openalex.org/W2139372187","https://openalex.org/W2360350680","https://openalex.org/W2548718605","https://openalex.org/W1608386436","https://openalex.org/W4290096676","https://openalex.org/W4210348751","https://openalex.org/W2512232223","https://openalex.org/W4293072245"],"abstract_inverted_index":{"Artificial":[0],"bee":[1,51,109],"colony":[2,52],"(ABC)":[3],"algorithm":[4,53,88,131,169],"invented":[5],"by":[6,85],"Karaboga":[7],"has":[8],"been":[9],"proved":[10],"to":[11,74,92,104],"be":[12],"an":[13,63],"efficient":[14],"technique":[15],"compared":[16],"with":[17,35,142,160],"other":[18,161],"biological-inspired":[19],"algorithms":[20],"for":[21],"solving":[22],"numerical":[23,147],"optimization":[24,37,139],"problems.":[25,43],"Unfortunately,":[26],"convergence":[27,172],"speed":[28],"of":[29,137,149],"ABC":[30,168],"is":[31,54,72,90,101,132],"slow":[32],"when":[33],"working":[34],"certain":[36],"problems":[38],"and":[39,78,125,157,173],"some":[40],"complex":[41],"multimodal":[42],"Aiming":[44],"at":[45],"the":[46,60,117,150,158,165],"shortcomings,":[47],"a":[48,79,97,135],"hybrid":[49,61,167],"artificial":[50],"proposed":[55,130,166],"in":[56,107,122],"this":[57],"paper.":[58],"In":[59,111],"ABC,":[62],"improved":[64],"search":[65,76,87,175],"operator":[66],"learned":[67],"from":[68],"Differential":[69],"Evolution":[70],"(DE)":[71],"applied":[73],"enhance":[75],"process,":[77],"not-so-good":[80],"solutions":[81],"selection":[82,99],"strategy":[83,100],"inspired":[84],"free":[86],"(FS)":[89],"introduced":[91],"avoid":[93],"local":[94],"optimum.":[95],"Especially,":[96],"reverse":[98],"also":[102],"employed":[103],"do":[105],"improvement":[106],"onlooker":[108],"phase.":[110,128],"addition,":[112],"chaotic":[113],"systems":[114],"based":[115],"on":[116,134],"tent":[118],"map":[119],"are":[120],"executed":[121],"population":[123],"initialization":[124],"scout":[126],"bee's":[127],"The":[129,146],"conducted":[133],"set":[136],"40":[138],"test":[140],"functions":[141],"different":[143],"mathematical":[144],"characteristics.":[145],"results":[148],"data":[151],"analysis,":[152,154],"statistical":[153],"robustness":[155],"analysis":[156],"comparisons":[159],"state-of-the-art-algorithms":[162],"demonstrate":[163],"that":[164],"provides":[170],"excellent":[171],"global":[174],"ability.":[176]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
