{"id":"https://openalex.org/W2064508839","doi":"https://doi.org/10.1080/0952813x.2015.1020570","title":"A novel global Harmony Search method based on Ant Colony Optimisation algorithm","display_name":"A novel global Harmony Search method based on Ant Colony Optimisation algorithm","publication_year":2015,"publication_date":"2015-03-19","ids":{"openalex":"https://openalex.org/W2064508839","doi":"https://doi.org/10.1080/0952813x.2015.1020570","mag":"2064508839"},"language":"en","primary_location":{"id":"doi:10.1080/0952813x.2015.1020570","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2015.1020570","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental &amp; Theoretical Artificial Intelligence","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/A5058210116","display_name":"Fouad Allouani","orcid":"https://orcid.org/0009-0004-2383-817X"},"institutions":[{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]},{"id":"https://openalex.org/I4210130929","display_name":"Abb\u00e8s Laghrour University of Khenchela","ror":"https://ror.org/02yyskm09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210130929"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Allouani Fouad","raw_affiliation_strings":["Laboratoire de commande des processus, Automatic Control Department, Ecole Nationale Polytechnique (ENP), 10 Avenue Hassen Badi, B.P. 182, 16200 El Harrach, Alger, Algeria; Department of Industrial Engineering, University of Khenchela, Khenchela, Algeria","Department of Industrial Engineering, University of Khenchela, Khenchela, Algeria","Laboratoire de commande des processus, Automatic Control Department, Ecole Nationale Polytechnique (ENP), 10 Avenue Hassen Badi, B.P. 182, 16200 El Harrach, Alger, Algeria"],"affiliations":[{"raw_affiliation_string":"Laboratoire de commande des processus, Automatic Control Department, Ecole Nationale Polytechnique (ENP), 10 Avenue Hassen Badi, B.P. 182, 16200 El Harrach, Alger, Algeria; Department of Industrial Engineering, University of Khenchela, Khenchela, Algeria","institution_ids":["https://openalex.org/I2802493600"]},{"raw_affiliation_string":"Department of Industrial Engineering, University of Khenchela, Khenchela, Algeria","institution_ids":["https://openalex.org/I4210130929"]},{"raw_affiliation_string":"Laboratoire de commande des processus, Automatic Control Department, Ecole Nationale Polytechnique (ENP), 10 Avenue Hassen Badi, B.P. 182, 16200 El Harrach, Alger, Algeria","institution_ids":["https://openalex.org/I2802493600"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079795217","display_name":"Djamel Boukhetala","orcid":"https://orcid.org/0000-0003-2112-0709"},"institutions":[{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Djamel Boukhetala","raw_affiliation_strings":["Laboratoire de commande des processus, Automatic Control Department, Ecole Nationale Polytechnique (ENP), 10 Avenue Hassen Badi, B.P. 182, 16200 El Harrach, Alger, Algeria"],"affiliations":[{"raw_affiliation_string":"Laboratoire de commande des processus, Automatic Control Department, Ecole Nationale Polytechnique (ENP), 10 Avenue Hassen Badi, B.P. 182, 16200 El Harrach, Alger, Algeria","institution_ids":["https://openalex.org/I2802493600"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051183951","display_name":"Far\u00e8s Boudjema","orcid":"https://orcid.org/0000-0002-8619-9852"},"institutions":[{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Fares Boudjema","raw_affiliation_strings":["Laboratoire de commande des processus, Automatic Control Department, Ecole Nationale Polytechnique (ENP), 10 Avenue Hassen Badi, B.P. 182, 16200 El Harrach, Alger, Algeria"],"affiliations":[{"raw_affiliation_string":"Laboratoire de commande des processus, Automatic Control Department, Ecole Nationale Polytechnique (ENP), 10 Avenue Hassen Badi, B.P. 182, 16200 El Harrach, Alger, Algeria","institution_ids":["https://openalex.org/I2802493600"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048402622","display_name":"Kai Zenger","orcid":"https://orcid.org/0000-0001-6138-2135"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kai Zenger","raw_affiliation_strings":["Department of Electrical Engineering and Automation, School of Electrical Engineering, Aalto University, Otaniementie 17, 00076 Aalto, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Automation, School of Electrical Engineering, Aalto University, Otaniementie 17, 00076 Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003491781","display_name":"Xiao\u2010Zhi Gao","orcid":"https://orcid.org/0000-0002-0078-5675"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Xiao-Zhi Gao","raw_affiliation_strings":["Department of Electrical Engineering and Automation, School of Electrical Engineering, Aalto University, Otaniementie 17, 00076 Aalto, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Automation, School of Electrical Engineering, Aalto University, Otaniementie 17, 00076 Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058210116"],"corresponding_institution_ids":["https://openalex.org/I2802493600","https://openalex.org/I4210130929"],"apc_list":null,"apc_paid":null,"fwci":1.2943,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85699807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"28","issue":"1-2","first_page":"215","last_page":"238"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9972000122070312,"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/harmony-search","display_name":"Harmony search","score":0.9327506422996521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7830760478973389},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6566393375396729},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.583045244216919},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5631895661354065},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5181906819343567},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.489289253950119},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4289756417274475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3702845573425293},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12220945954322815}],"concepts":[{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.9327506422996521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7830760478973389},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6566393375396729},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.583045244216919},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5631895661354065},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5181906819343567},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.489289253950119},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4289756417274475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3702845573425293},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12220945954322815},{"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:10.1080/0952813x.2015.1020570","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2015.1020570","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental &amp; Theoretical Artificial Intelligence","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":37,"referenced_works":["https://openalex.org/W227891659","https://openalex.org/W1487678510","https://openalex.org/W1501399145","https://openalex.org/W1974336701","https://openalex.org/W1979322129","https://openalex.org/W1990843372","https://openalex.org/W1991266940","https://openalex.org/W1993885071","https://openalex.org/W1996136846","https://openalex.org/W1997600725","https://openalex.org/W2000171997","https://openalex.org/W2004393798","https://openalex.org/W2007351764","https://openalex.org/W2015512846","https://openalex.org/W2023144546","https://openalex.org/W2034988449","https://openalex.org/W2038984515","https://openalex.org/W2041801491","https://openalex.org/W2058984664","https://openalex.org/W2065870101","https://openalex.org/W2073732216","https://openalex.org/W2076858147","https://openalex.org/W2082327861","https://openalex.org/W2099239187","https://openalex.org/W2107941094","https://openalex.org/W2109364787","https://openalex.org/W2121780193","https://openalex.org/W2122466916","https://openalex.org/W2124548165","https://openalex.org/W2129851023","https://openalex.org/W2130343325","https://openalex.org/W2143055330","https://openalex.org/W2145479420","https://openalex.org/W2149815769","https://openalex.org/W2167378942","https://openalex.org/W4205951204","https://openalex.org/W4247864970"],"related_works":["https://openalex.org/W3177440256","https://openalex.org/W2347522676","https://openalex.org/W2760564663","https://openalex.org/W2137907750","https://openalex.org/W2905692433","https://openalex.org/W2576803481","https://openalex.org/W2167988323","https://openalex.org/W2116002267","https://openalex.org/W2082854867","https://openalex.org/W3127713904"],"abstract_inverted_index":{"The":[0,86,123],"Global-best":[1],"Harmony":[2,15],"Search":[3,16],"(GHS)":[4],"is":[5,44,65],"a":[6,38,60,89,118],"stochastic":[7],"optimisation":[8,29,40,136],"algorithm":[9,41,55,126],"recently":[10],"developed,":[11],"which":[12,64],"hybridises":[13],"the":[14,20,26,48,51,70,73,96,99,111,151],"(HS)":[17],"method":[18,58],"with":[19,50,117,150],"concept":[21],"of":[22,69,88,156],"swarm":[23,28],"intelligence":[24],"in":[25,72],"particle":[27],"(PSO)":[30],"to":[31,94,130],"enhance":[32],"its":[33,157],"performance.":[34],"In":[35],"this":[36],"article,":[37],"new":[39],"called":[42],"GHSACO":[43,125],"developed":[45],"by":[46],"incorporating":[47],"GHS":[49,71],"Ant":[52],"Colony":[53],"Optimisation":[54],"(ACO).":[56],"Our":[57],"introduces":[59],"novel":[61],"improvisation":[62],"process,":[63],"different":[66],"from":[67],"that":[68,141],"following":[74],"aspects.":[75],"(i)":[76],"A":[77],"modified":[78],"harmony":[79],"memory":[80,106],"(HM)":[81],"representation":[82],"and":[83,101,134,154],"conception.":[84],"(ii)":[85],"use":[87],"global":[90],"random":[91,113],"switching":[92],"mechanism":[93],"monitor":[95],"choice":[97],"between":[98],"ACO":[100,112],"GHS.":[102],"(iii)":[103],"An":[104],"additional":[105],"consideration":[107],"selection":[108],"rule":[109,116],"using":[110],"proportional":[114],"transition":[115],"pheromone":[119],"trail":[120],"update":[121],"mechanism.":[122],"proposed":[124],"has":[127],"been":[128],"applied":[129],"various":[131],"benchmark":[132],"functions":[133],"constrained":[135],"problems.":[137],"Simulation":[138],"results":[139],"demonstrate":[140],"it":[142],"can":[143],"find":[144],"significantly":[145],"better":[146],"solutions":[147],"when":[148],"compared":[149],"original":[152],"HS":[153],"some":[155],"variants.":[158]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
