{"id":"https://openalex.org/W2044327931","doi":"https://doi.org/10.1142/s1469026814500102","title":"ARTIFICIAL BEE COLONY ALGORITHM WITH IMPROVED EXPLORATIONS: A NOVEL APPROACH FOR NUMERICAL OPTIMIZATION","display_name":"ARTIFICIAL BEE COLONY ALGORITHM WITH IMPROVED EXPLORATIONS: A NOVEL APPROACH FOR NUMERICAL OPTIMIZATION","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2044327931","doi":"https://doi.org/10.1142/s1469026814500102","mag":"2044327931"},"language":"en","primary_location":{"id":"doi:10.1142/s1469026814500102","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1469026814500102","pdf_url":null,"source":{"id":"https://openalex.org/S206936884","display_name":"International Journal of Computational Intelligence and Applications","issn_l":"1469-0268","issn":["1469-0268","1757-5885"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence and Applications","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/A5002525140","display_name":"Mohammad Shafiul Alam","orcid":"https://orcid.org/0000-0002-2393-0791"},"institutions":[{"id":"https://openalex.org/I135564639","display_name":"Ahsanullah University of Science and Technology","ror":"https://ror.org/04wfbp123","country_code":"BD","type":"education","lineage":["https://openalex.org/I135564639"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"MD. SHAFIUL ALAM","raw_affiliation_strings":["Department of Computer Science and Engineering, Ahsanullah University of Science and Technology, Dhaka 1208, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Ahsanullah University of Science and Technology, Dhaka 1208, Bangladesh","institution_ids":["https://openalex.org/I135564639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319160","display_name":"Md. Monirul Islam","orcid":"https://orcid.org/0000-0002-8998-2850"},"institutions":[{"id":"https://openalex.org/I183697816","display_name":"Bangladesh University of Engineering and Technology","ror":"https://ror.org/05a1qpv97","country_code":"BD","type":"education","lineage":["https://openalex.org/I183697816"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"MD. MONIRUL ISLAM","raw_affiliation_strings":["Department of Computer Science and Engineering, Bangladesh University of Engineering and Technology, Dhaka 1000, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bangladesh University of Engineering and Technology, Dhaka 1000, Bangladesh","institution_ids":["https://openalex.org/I183697816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018767527","display_name":"Kazuyuki Murase","orcid":"https://orcid.org/0000-0002-2358-995X"},"institutions":[{"id":"https://openalex.org/I111966504","display_name":"University of Fukui","ror":"https://ror.org/00msqp585","country_code":"JP","type":"education","lineage":["https://openalex.org/I111966504"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"KAZUYUKI MURASE","raw_affiliation_strings":["Department of Human and Artificial Intelligence Systems, University of Fukui, Fukui 910-8507, Japan","Department of Human and Artificial Intelligence Systems, University of Fukui, Fukui 910-8507, Japan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Human and Artificial Intelligence Systems, University of Fukui, Fukui 910-8507, Japan","institution_ids":["https://openalex.org/I111966504"]},{"raw_affiliation_string":"Department of Human and Artificial Intelligence Systems, University of Fukui, Fukui 910-8507, Japan#TAB#","institution_ids":["https://openalex.org/I111966504"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09097593,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"02","first_page":"1450010","last_page":"1450010"},"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":0.9912999868392944,"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":0.9810000061988831,"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":0.7872726321220398},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.7390931844711304},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.6625043749809265},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.6015967726707458},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5929527282714844},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.5870514512062073},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5718175172805786},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.5425593852996826},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5265239477157593},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.44142869114875793},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42820096015930176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30408793687820435},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.23228055238723755},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13652023673057556}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7872726321220398},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.7390931844711304},{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.6625043749809265},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.6015967726707458},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5929527282714844},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.5870514512062073},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5718175172805786},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.5425593852996826},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5265239477157593},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.44142869114875793},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42820096015930176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30408793687820435},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.23228055238723755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13652023673057556},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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":1,"locations":[{"id":"doi:10.1142/s1469026814500102","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1469026814500102","pdf_url":null,"source":{"id":"https://openalex.org/S206936884","display_name":"International Journal of Computational Intelligence and Applications","issn_l":"1469-0268","issn":["1469-0268","1757-5885"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence and Applications","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":34,"referenced_works":["https://openalex.org/W1530715683","https://openalex.org/W1546627672","https://openalex.org/W1599804988","https://openalex.org/W1608919060","https://openalex.org/W1963802271","https://openalex.org/W1975645372","https://openalex.org/W1991374817","https://openalex.org/W1997600725","https://openalex.org/W2005244017","https://openalex.org/W2015681249","https://openalex.org/W2017426530","https://openalex.org/W2018571946","https://openalex.org/W2020033705","https://openalex.org/W2024060531","https://openalex.org/W2045239993","https://openalex.org/W2046224350","https://openalex.org/W2047626401","https://openalex.org/W2054664196","https://openalex.org/W2080822075","https://openalex.org/W2093284687","https://openalex.org/W2102660810","https://openalex.org/W2104734164","https://openalex.org/W2127901138","https://openalex.org/W2131613989","https://openalex.org/W2132181343","https://openalex.org/W2144317842","https://openalex.org/W2144412321","https://openalex.org/W2169064301","https://openalex.org/W2287814884","https://openalex.org/W2323855189","https://openalex.org/W2911617535","https://openalex.org/W3102715269","https://openalex.org/W3150462322","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2051623074","https://openalex.org/W2808804076","https://openalex.org/W1977042441","https://openalex.org/W2930891413","https://openalex.org/W2362117675","https://openalex.org/W2371075315","https://openalex.org/W2093786661","https://openalex.org/W1945506659","https://openalex.org/W2321326539","https://openalex.org/W2132931721"],"abstract_inverted_index":{"The":[0],"Artificial":[1],"Bee":[2],"Colony":[3],"(ABC)":[4],"algorithm":[5,12,58,71],"is":[6,30,133],"a":[7,56,106,146],"recently":[8],"introduced":[9],"swarm":[10,152],"intelligence":[11,153],"that":[13,59,157],"has":[14],"been":[15],"successfully":[16],"applied":[17],"on":[18,82,135,169],"numerous":[19],"and":[20,64,92,128,141,151],"diverse":[21],"optimization":[22,139,162],"problems.":[23,173],"However,":[24],"one":[25],"major":[26],"problem":[27],"with":[28,52,145],"ABC":[29,51,70,99],"its":[31,41],"premature":[32],"convergence":[33],"to":[34,87,111,122],"local":[35],"optima,":[36],"which":[37],"often":[38,159],"originates":[39],"from":[40],"insufficient":[42],"degree":[43,125],"of":[44,67,126,148,171],"explorative":[45,74,78],"search":[46],"capability.":[47],"This":[48],"paper":[49],"introduces":[50],"Improved":[53],"Explorations":[54],"(ABC-IX),":[55],"novel":[57],"modifies":[60],"both":[61,90],"the":[62,68,97,114,124,172],"selection":[63,79],"perturbation":[65,115],"operations":[66],"basic":[69,98],"in":[72,167],"an":[73,77],"way.":[75],"First,":[76],"scheme":[80],"based":[81],"simulated":[83],"annealing":[84],"allows":[85],"ABC-IX":[86,110,132,158],"probabilistically":[88],"accept":[89,101],"better":[91,102,161],"worse":[93],"candidate":[94,120],"solutions,":[95],"whereas":[96],"can":[100],"solutions":[103],"only.":[104],"Second,":[105],"self-adaptive":[107],"strategy":[108],"enables":[109],"automatically":[112],"adapt":[113],"rate,":[116],"separately":[117],"for":[118],"each":[119],"solution,":[121],"customize":[123],"explorations":[127],"exploitations":[129],"around":[130],"it.":[131],"evaluated":[134],"several":[136],"benchmark":[137],"numerical":[138],"problems":[140],"results":[142],"are":[143],"compared":[144],"number":[147],"state-of-the-art":[149],"evolutionary":[150],"algorithms.":[154],"Results":[155],"show":[156],"performs":[160],"than":[163],"most":[164,170],"other":[165],"algorithms":[166],"comparison":[168]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
