{"id":"https://openalex.org/W2791111196","doi":"https://doi.org/10.1142/s0219622018500153","title":"CMCABC: Clustering and Memory-Based Chaotic Artificial Bee Colony Dynamic Optimization Algorithm","display_name":"CMCABC: Clustering and Memory-Based Chaotic Artificial Bee Colony Dynamic Optimization Algorithm","publication_year":2018,"publication_date":"2018-03-16","ids":{"openalex":"https://openalex.org/W2791111196","doi":"https://doi.org/10.1142/s0219622018500153","mag":"2791111196"},"language":"en","primary_location":{"id":"doi:10.1142/s0219622018500153","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622018500153","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"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 of Information Technology &amp; Decision Making","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/A5002797434","display_name":"Mohsen Moradi","orcid":"https://orcid.org/0000-0003-1291-5358"},"institutions":[{"id":"https://openalex.org/I110525433","display_name":"Islamic Azad University, Tehran","ror":"https://ror.org/01kzn7k21","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433"]},{"id":"https://openalex.org/I3121641575","display_name":"Yasouj University","ror":"https://ror.org/05sy5hm57","country_code":"IR","type":"education","lineage":["https://openalex.org/I3121641575"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohsen Moradi","raw_affiliation_strings":["Department of Computer Engineering, Yasooj Branch, Islamic Azad University, Yasooj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Yasooj Branch, Islamic Azad University, Yasooj, Iran","institution_ids":["https://openalex.org/I110525433","https://openalex.org/I3121641575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057240222","display_name":"Samad Nejatian","orcid":"https://orcid.org/0000-0002-8715-818X"},"institutions":[{"id":"https://openalex.org/I110525433","display_name":"Islamic Azad University, Tehran","ror":"https://ror.org/01kzn7k21","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433"]},{"id":"https://openalex.org/I155419210","display_name":"Islamic Azad University, Science and Research Branch","ror":"https://ror.org/03187yj51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I155419210"]},{"id":"https://openalex.org/I3121641575","display_name":"Yasouj University","ror":"https://ror.org/05sy5hm57","country_code":"IR","type":"education","lineage":["https://openalex.org/I3121641575"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Samad Nejatian","raw_affiliation_strings":["Department of Electrical Engineering, Yasooj Branch, Islamic Azad University, Yasooj, Iran","Young Researchers and Elite Club, Yasooj Branch, Islamic Azad University, Yasooj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Yasooj Branch, Islamic Azad University, Yasooj, Iran","institution_ids":["https://openalex.org/I110525433","https://openalex.org/I3121641575"]},{"raw_affiliation_string":"Young Researchers and Elite Club, Yasooj Branch, Islamic Azad University, Yasooj, Iran","institution_ids":["https://openalex.org/I110525433","https://openalex.org/I155419210","https://openalex.org/I3121641575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019606307","display_name":"Ham\u00efd Parv\u00efn","orcid":"https://orcid.org/0000-0001-8717-7711"},"institutions":[{"id":"https://openalex.org/I110525433","display_name":"Islamic Azad University, Tehran","ror":"https://ror.org/01kzn7k21","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433"]},{"id":"https://openalex.org/I155419210","display_name":"Islamic Azad University, Science and Research Branch","ror":"https://ror.org/03187yj51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I155419210"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hamid Parvin","raw_affiliation_strings":["Department of Computer Engineering, Nourabad Mamasani Branch, Islamic Azad University, Nourabad Mamasani, Iran","Young Researchers and Elite Club, Nourabad Mamasani Branch, Islamic Azad University, Nourabad Mamasani, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Nourabad Mamasani Branch, Islamic Azad University, Nourabad Mamasani, Iran","institution_ids":["https://openalex.org/I110525433"]},{"raw_affiliation_string":"Young Researchers and Elite Club, Nourabad Mamasani Branch, Islamic Azad University, Nourabad Mamasani, Iran","institution_ids":["https://openalex.org/I110525433","https://openalex.org/I155419210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109450805","display_name":"Vahideh Rezaie","orcid":null},"institutions":[{"id":"https://openalex.org/I110525433","display_name":"Islamic Azad University, Tehran","ror":"https://ror.org/01kzn7k21","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433"]},{"id":"https://openalex.org/I155419210","display_name":"Islamic Azad University, Science and Research Branch","ror":"https://ror.org/03187yj51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I155419210"]},{"id":"https://openalex.org/I3121641575","display_name":"Yasouj University","ror":"https://ror.org/05sy5hm57","country_code":"IR","type":"education","lineage":["https://openalex.org/I3121641575"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Vahideh Rezaie","raw_affiliation_strings":["Department of Mathematics, Yasooj Branch, Islamic Azad University, Yasooj, Iran","Young Researchers and Elite Club, Yasooj Branch, Islamic Azad University, Yasooj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Yasooj Branch, Islamic Azad University, Yasooj, Iran","institution_ids":["https://openalex.org/I110525433","https://openalex.org/I3121641575"]},{"raw_affiliation_string":"Young Researchers and Elite Club, Yasooj Branch, Islamic Azad University, Yasooj, Iran","institution_ids":["https://openalex.org/I110525433","https://openalex.org/I155419210","https://openalex.org/I3121641575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6129,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.91619067,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":"04","first_page":"1007","last_page":"1046"},"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":0.9955999851226807,"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":0.9948999881744385,"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/computer-science","display_name":"Computer science","score":0.6912132501602173},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.6532716155052185},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6026913523674011},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.58994060754776},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.5725178718566895},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.569577693939209},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5674527883529663},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5426483750343323},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.48851096630096436},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.4546606242656708},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.44137459993362427},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.4253532290458679},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.386655330657959},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.24902057647705078},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24442270398139954},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.181350976228714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6912132501602173},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.6532716155052185},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6026913523674011},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.58994060754776},{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.5725178718566895},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.569577693939209},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5674527883529663},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5426483750343323},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.48851096630096436},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.4546606242656708},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.44137459993362427},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.4253532290458679},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.386655330657959},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.24902057647705078},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24442270398139954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.181350976228714},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219622018500153","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622018500153","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"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 of Information Technology &amp; Decision Making","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:ijitdm:v:17:y:2018:i:04:n:s0219622018500153","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219622018500153","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,"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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W612707140","https://openalex.org/W1519594794","https://openalex.org/W1595831395","https://openalex.org/W1764243974","https://openalex.org/W1964346230","https://openalex.org/W1966574952","https://openalex.org/W1973370354","https://openalex.org/W1978386138","https://openalex.org/W1988902128","https://openalex.org/W1998227655","https://openalex.org/W2000795099","https://openalex.org/W2012569260","https://openalex.org/W2014560520","https://openalex.org/W2024428474","https://openalex.org/W2024429124","https://openalex.org/W2030543041","https://openalex.org/W2048882317","https://openalex.org/W2055089682","https://openalex.org/W2077655735","https://openalex.org/W2096166399","https://openalex.org/W2105417920","https://openalex.org/W2115350182","https://openalex.org/W2118616578","https://openalex.org/W2124642181","https://openalex.org/W2125734176","https://openalex.org/W2132340807","https://openalex.org/W2137602126","https://openalex.org/W2143503407","https://openalex.org/W2143560894","https://openalex.org/W2346181637","https://openalex.org/W2407966813","https://openalex.org/W2468972411","https://openalex.org/W2515184175","https://openalex.org/W2518272248","https://openalex.org/W2520910030","https://openalex.org/W2521548369","https://openalex.org/W2590282008","https://openalex.org/W2591045635","https://openalex.org/W2756079035","https://openalex.org/W2765679129","https://openalex.org/W4205482704","https://openalex.org/W4234161935","https://openalex.org/W4238671069","https://openalex.org/W4240563122"],"related_works":["https://openalex.org/W2363465025","https://openalex.org/W2347969533","https://openalex.org/W2394153495","https://openalex.org/W2388217074","https://openalex.org/W2612694818","https://openalex.org/W2155027171","https://openalex.org/W2781474544","https://openalex.org/W2051623074","https://openalex.org/W2808804076","https://openalex.org/W2016475942"],"abstract_inverted_index":{"The":[0,50,62,187,200,217],"swarm":[1,71],"intelligence":[2,72],"optimization":[3,17,25,37,52,73,97,169,212,241],"algorithms":[4,213],"are":[5,149],"used":[6,141],"widely":[7],"in":[8,27,45,109,119,155,174,214,238],"static":[9,16],"purposes":[10],"and":[11,80],"applications.":[12],"They":[13],"solve":[14,42],"the":[15,23,28,43,55,70,95,110,120,133,144,156,162,167,175,181,184,195,208,211,221,224,228,234],"problems":[18,26,44,53],"successfully.":[19],"However,":[20],"most":[21],"of":[22,69,161,183,210,227],"recent":[24],"real":[29],"world":[30],"have":[31,124],"a":[32,78,103,115,203],"dynamic":[33,46,51,96,157,168,215,240],"nature.":[34],"Thus,":[35],"an":[36],"algorithm":[38,66],"is":[39,67,159,202],"required":[40],"to":[41,114,142,206,233],"environments":[47,158],"as":[48],"well.":[49],"indicate":[54],"ones":[56],"whose":[57],"solutions":[58,147],"change":[59],"over":[60],"time.":[61],"artificial":[63,83],"bee":[64,84],"colony":[65,85],"one":[68,160],"algorithms.":[74],"In":[75,132],"this":[76],"study,":[77],"clustering":[79,172],"memory-based":[81],"chaotic":[82,100,122],"algorithm,":[86],"denoted":[87],"by":[88],"CMCABC,":[89],"has":[90,102,139,191],"been":[91,130,140,192],"proposed":[92,134,176,188,229],"for":[93,107],"solving":[94,166,239],"problems.":[98,170,242],"A":[99],"system":[101],"more":[104],"accurate":[105],"prediction":[106],"future":[108],"real-world":[111,121],"applications":[112],"compared":[113,232],"random":[116,127],"system,":[117],"because":[118],"behaviors":[123,128],"emerged,":[125],"but":[126],"havenot":[129],"observed.":[131],"CMCABC":[135,189,230],"method,":[136],"explicit":[137],"memory":[138],"save":[143],"previous":[145],"good":[146,204],"which":[148],"not":[150],"very":[151],"old.":[152],"Maintaining":[153],"diversity":[154,182],"fundamental":[163],"challenges":[164],"while":[165],"Using":[171],"technique":[173],"method":[177,190,231],"can":[178],"well":[179],"maintain":[180],"problem":[185],"environment.":[186],"tested":[193],"on":[194,220],"moving":[196],"peaks":[197],"benchmark":[198],"(MPB).":[199],"MPB":[201,222],"simulator":[205],"evaluate":[207],"efficiency":[209,226],"environments.":[216],"experimental":[218],"results":[219],"reveal":[223],"appropriate":[225],"other":[235],"state-of-the-art":[236],"methods":[237]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
