{"id":"https://openalex.org/W4252141536","doi":"https://doi.org/10.1504/ijcsm.2016.10000972","title":"Improved multi-strategy artificial bee colony algorithm","display_name":"Improved multi-strategy artificial bee colony algorithm","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W4252141536","doi":"https://doi.org/10.1504/ijcsm.2016.10000972"},"language":"en","primary_location":{"id":"doi:10.1504/ijcsm.2016.10000972","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcsm.2016.10000972","pdf_url":null,"source":{"id":"https://openalex.org/S84141356","display_name":"International Journal of Computing Science and Mathematics","issn_l":"1752-5055","issn":["1752-5055","1752-5063"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computing Science and Mathematics","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/A5102859681","display_name":"Tanghuai Fan","orcid":"https://orcid.org/0000-0003-4324-2854"},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Jiangxi University of Water Resources and Electric Power","ror":"https://ror.org/00avfj807","country_code":"CN","type":"education","lineage":["https://openalex.org/I141103825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tanghuai Fan","raw_affiliation_strings":["Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012816871","display_name":"Min Hu","orcid":"https://orcid.org/0000-0003-1893-5878"},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Jiangxi University of Water Resources and Electric Power","ror":"https://ror.org/00avfj807","country_code":"CN","type":"education","lineage":["https://openalex.org/I141103825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Hu","raw_affiliation_strings":["Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China","School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China","institution_ids":[]},{"raw_affiliation_string":"School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102540053","display_name":"Lieyang Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lieyang Wu","raw_affiliation_strings":["Jiangxi Expressway Networking Management Center, Nanchang, 330036, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Expressway Networking Management Center, Nanchang, 330036, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011460901","display_name":"Li Lv","orcid":"https://orcid.org/0000-0002-9705-806X"},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Jiangxi University of Water Resources and Electric Power","ror":"https://ror.org/00avfj807","country_code":"CN","type":"education","lineage":["https://openalex.org/I141103825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Lv","raw_affiliation_strings":["Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China","School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China","institution_ids":[]},{"raw_affiliation_string":"School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028141841","display_name":"Runxiu Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Jiangxi University of Water Resources and Electric Power","ror":"https://ror.org/00avfj807","country_code":"CN","type":"education","lineage":["https://openalex.org/I141103825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runxiu Wu","raw_affiliation_strings":["Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077849889","display_name":"Zhifeng Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Jiangxi University of Water Resources and Electric Power","ror":"https://ror.org/00avfj807","country_code":"CN","type":"education","lineage":["https://openalex.org/I141103825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifeng Xie","raw_affiliation_strings":["Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China","School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China","institution_ids":[]},{"raw_affiliation_string":"School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460696","display_name":"Hui Wang","orcid":"https://orcid.org/0000-0001-8213-1626"},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Jiangxi University of Water Resources and Electric Power","ror":"https://ror.org/00avfj807","country_code":"CN","type":"education","lineage":["https://openalex.org/I141103825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Wang","raw_affiliation_strings":["Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044953356","display_name":"Jia Zhao","orcid":"https://orcid.org/0000-0002-3652-1903"},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Jiangxi University of Water Resources and Electric Power","ror":"https://ror.org/00avfj807","country_code":"CN","type":"education","lineage":["https://openalex.org/I141103825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Zhao","raw_affiliation_strings":["Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China; School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"School of Information Engineering, Nanchang Institute of Technology, Nanchang, 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, 330099, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"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":0.50404362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":"5","first_page":"467","last_page":"467"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9700000286102295,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9700000286102295,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10586","display_name":"Robotic Path Planning Algorithms","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.964900016784668,"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/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.8816482424736023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6822688579559326},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6510611772537231},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5774266719818115},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5404605865478516},{"id":"https://openalex.org/keywords/bees-algorithm","display_name":"Bees algorithm","score":0.48178359866142273},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4615895748138428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42306458950042725},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.4179905354976654},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24504584074020386}],"concepts":[{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.8816482424736023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6822688579559326},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6510611772537231},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5774266719818115},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5404605865478516},{"id":"https://openalex.org/C143574069","wikidata":"https://www.wikidata.org/wiki/Q3497720","display_name":"Bees algorithm","level":3,"score":0.48178359866142273},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4615895748138428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42306458950042725},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.4179905354976654},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24504584074020386},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijcsm.2016.10000972","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcsm.2016.10000972","pdf_url":null,"source":{"id":"https://openalex.org/S84141356","display_name":"International Journal of Computing Science and Mathematics","issn_l":"1752-5055","issn":["1752-5055","1752-5063"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computing Science and Mathematics","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2053666994","https://openalex.org/W2578377283","https://openalex.org/W2362117675","https://openalex.org/W3210744354","https://openalex.org/W2382755429","https://openalex.org/W2930891413","https://openalex.org/W2910498577","https://openalex.org/W2093505798","https://openalex.org/W2807679627","https://openalex.org/W3201911025"],"abstract_inverted_index":{"Artificial":[0],"bee":[1,50,97],"colony":[2,51],"(ABC)":[3],"algorithm":[4,52,140],"is":[5,18],"a":[6,100,105,120],"nature-inspired":[7],"metaheuristic":[8],"based":[9],"on":[10,132],"imitating":[11],"the":[12,31,56,69,74,76,80,85,109,128,153],"foraging":[13],"behaviour":[14],"of":[15,33,58,152],"bee,":[16],"which":[17],"widely":[19],"used":[20],"in":[21,61,112,150],"solving":[22],"complex":[23],"multi-dimensional":[24],"optimisation":[25],"problems.":[26],"In":[27],"order":[28],"to":[29,55,91,103],"overcome":[30],"drawbacks":[32],"standard":[34],"ABC,":[35,62],"such":[36],"as":[37],"slow":[38],"convergence":[39,154],"and":[40,79,125,156],"low":[41],"solution":[42,107,157],"accuracy,":[43],"we":[44],"propose":[45],"an":[46],"improved":[47,90],"multi-strategy":[48],"artificial":[49],"(MSABC).":[53],"According":[54],"type":[57],"position":[59],"information":[60],"three":[63,93],"basic":[64,86],"search":[65,87,94,101],"mechanisms":[66,70,88],"are":[67,89,130],"summarised,":[68],"include":[71],"searching":[72],"around":[73],"individual,":[75],"random":[77],"neighbour":[78],"global":[81],"best":[82],"solution.":[83],"Then,":[84],"obtain":[92],"strategies.":[95],"Each":[96],"randomly":[98],"selects":[99],"strategy":[102],"produce":[104],"candidate":[106],"under":[108],"same":[110],"probability":[111],"each":[113],"iteration.":[114],"Thus":[115],"these":[116],"strategies":[117],"can":[118],"make":[119],"good":[121],"balance":[122],"between":[123],"exploration":[124],"exploitation.":[126],"Finally,":[127],"experiments":[129],"conducted":[131],"eight":[133],"classical":[134],"functions.":[135],"Results":[136],"show":[137],"that":[138],"our":[139],"performs":[141],"significantly":[142],"better":[143],"than":[144],"several":[145],"recently":[146],"proposed":[147],"similar":[148],"algorithms":[149],"terms":[151],"speed":[155],"accuracy.":[158]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
