{"id":"https://openalex.org/W2905406381","doi":"https://doi.org/10.3390/computers7040069","title":"Global Gbest Guided-Artificial Bee Colony Algorithm for Numerical Function Optimization","display_name":"Global Gbest Guided-Artificial Bee Colony Algorithm for Numerical Function Optimization","publication_year":2018,"publication_date":"2018-12-07","ids":{"openalex":"https://openalex.org/W2905406381","doi":"https://doi.org/10.3390/computers7040069","mag":"2905406381"},"language":"en","primary_location":{"id":"doi:10.3390/computers7040069","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers7040069","pdf_url":"https://www.mdpi.com/2073-431X/7/4/69/pdf?version=1544179619","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-431X/7/4/69/pdf?version=1544179619","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045970551","display_name":"Habib Shah","orcid":"https://orcid.org/0000-0003-2078-6285"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Habib Shah","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha 62529, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-2078-6285","affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha 62529, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067937959","display_name":"Nasser Tairan","orcid":null},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Nasser Tairan","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha 62529, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-3957-0508","affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha 62529, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054194585","display_name":"Harish Garg","orcid":"https://orcid.org/0000-0001-9099-8422"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Harish Garg","raw_affiliation_strings":["School of Mathematics, Thapar Institute of Engineering &amp; Technology (Deemed University) Patiala, Punjab 147004, India"],"raw_orcid":"https://orcid.org/0000-0001-9099-8422","affiliations":[{"raw_affiliation_string":"School of Mathematics, Thapar Institute of Engineering &amp; Technology (Deemed University) Patiala, Punjab 147004, India","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011466065","display_name":"Rozaida Ghazali","orcid":"https://orcid.org/0000-0003-0119-0873"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rozaida Ghazali","raw_affiliation_strings":["Faculty of Computer Science, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor 83000, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor 83000, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054194585"],"corresponding_institution_ids":["https://openalex.org/I162030827"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":2.6207,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92199011,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":"4","first_page":"69","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9638000130653381,"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":0.9609000086784363,"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/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.8212630152702332},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7017499804496765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5449354648590088},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4993858337402344},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.44938698410987854},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44735774397850037},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.42401179671287537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3864172101020813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28045356273651123},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05922064185142517}],"concepts":[{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.8212630152702332},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7017499804496765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5449354648590088},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4993858337402344},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.44938698410987854},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44735774397850037},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.42401179671287537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3864172101020813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28045356273651123},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05922064185142517},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"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":4,"locations":[{"id":"doi:10.3390/computers7040069","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers7040069","pdf_url":"https://www.mdpi.com/2073-431X/7/4/69/pdf?version=1544179619","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},{"id":"pmh:oai:eprints.uthm.edu.my:4531","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400770","display_name":"UTHM Institutional Repository (Universiti Tun Hussein Onn Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I930072361","host_organization_name":"Tun Hussein Onn University of Malaysia","host_organization_lineage":["https://openalex.org/I930072361"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:4b3ce43155804d8f8cdfa637ae0f8226","is_oa":true,"landing_page_url":"https://doaj.org/article/4b3ce43155804d8f8cdfa637ae0f8226","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers, Vol 7, Iss 4, p 69 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-431X/7/4/69/","is_oa":true,"landing_page_url":"http://doi.org/10.3390/computers7040069","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/computers7040069","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers7040069","pdf_url":"https://www.mdpi.com/2073-431X/7/4/69/pdf?version=1544179619","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2905406381.pdf"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W142893930","https://openalex.org/W244850285","https://openalex.org/W341879454","https://openalex.org/W598390580","https://openalex.org/W1044919269","https://openalex.org/W1603831738","https://openalex.org/W1637385772","https://openalex.org/W1840611248","https://openalex.org/W1900119062","https://openalex.org/W1968075052","https://openalex.org/W1975645372","https://openalex.org/W1976868141","https://openalex.org/W1981143548","https://openalex.org/W2001273067","https://openalex.org/W2011890778","https://openalex.org/W2018571946","https://openalex.org/W2023290810","https://openalex.org/W2036043234","https://openalex.org/W2042827153","https://openalex.org/W2047626401","https://openalex.org/W2066859688","https://openalex.org/W2077655735","https://openalex.org/W2080357882","https://openalex.org/W2089243297","https://openalex.org/W2093505798","https://openalex.org/W2095532426","https://openalex.org/W2098477891","https://openalex.org/W2109169458","https://openalex.org/W2114652055","https://openalex.org/W2131613989","https://openalex.org/W2137509473","https://openalex.org/W2143560894","https://openalex.org/W2144317842","https://openalex.org/W2153060984","https://openalex.org/W2183843206","https://openalex.org/W2282174587","https://openalex.org/W2293178080","https://openalex.org/W2338873322","https://openalex.org/W2385041510","https://openalex.org/W2488520068","https://openalex.org/W2511812640","https://openalex.org/W2622226130","https://openalex.org/W2735447725","https://openalex.org/W2738361364","https://openalex.org/W2797220143","https://openalex.org/W2805285928","https://openalex.org/W2884382206","https://openalex.org/W2900951555","https://openalex.org/W2901565938","https://openalex.org/W2997242788","https://openalex.org/W6611579527","https://openalex.org/W6638374719","https://openalex.org/W6750299805","https://openalex.org/W6755956071","https://openalex.org/W7043680386"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W3083944492","https://openalex.org/W1579561123","https://openalex.org/W167034497","https://openalex.org/W2003581559","https://openalex.org/W2999982809","https://openalex.org/W1973286416","https://openalex.org/W2394452124","https://openalex.org/W1919849228","https://openalex.org/W2384681190"],"abstract_inverted_index":{"Numerous":[0],"computational":[1,33],"algorithms":[2,34],"are":[3,161,184],"used":[4],"to":[5,49,136,177],"obtain":[6],"a":[7],"high":[8],"performance":[9,29],"in":[10,35],"solving":[11,86],"mathematics,":[12],"engineering":[13,52],"and":[14,42,51,66,81,97,108,113,139,172,175],"statistical":[15,188],"complexities.":[16],"Recently,":[17],"an":[18,133],"attractive":[19,48],"bio-inspired":[20],"method\u2014namely":[21],"the":[22,74,78,91,94,102,119,137,158,164],"Artificial":[23,62,68],"Bee":[24,63,69],"Colony":[25,64,70],"(ABC)\u2014has":[26],"shown":[27],"outstanding":[28],"with":[30,147,163,186],"some":[31,187],"typical":[32,114],"different":[36],"complex":[37,87],"problems.":[38],"The":[39,54,111,142,154],"modification,":[40],"hybridization":[41],"improvement":[43],"strategies":[44],"made":[45],"ABC":[46],"more":[47],"science":[50],"researchers.":[53],"two":[55],"well-known":[56],"honeybees-based":[57],"upgraded":[58],"algorithms,":[59],"Gbest":[60],"Guided":[61],"(GGABC)":[65],"Global":[67],"Search":[71],"(GABCS),":[72],"use":[73],"foraging":[75],"behavior":[76],"of":[77,93,121,126,149],"global":[79],"best":[80,83],"guided":[82],"honeybees":[84],"for":[85,105],"optimization":[88],"tasks.":[89],"Here,":[90],"hybrid":[92],"above":[95],"GGABC":[96],"GABC":[98,171],"methods":[99,115],"is":[100],"called":[101],"3G-ABC":[103],"algorithm":[104],"strong":[106],"discovery":[107],"exploitation":[109],"processes.":[110],"proposed":[112,138,159],"were":[116,145],"implemented":[117],"on":[118],"basis":[120],"maximum":[122,127],"fitness":[123],"values":[124],"instead":[125],"cycle":[128],"numbers,":[129],"which":[130],"has":[131],"provided":[132],"extra":[134],"strength":[135],"existing":[140,166],"methods.":[141],"experimental":[143],"results":[144,156,183],"tested":[146],"sets":[148],"fifteen":[150],"numerical":[151],"benchmark":[152],"functions.":[153],"obtained":[155,182],"from":[157],"approach":[160],"compared":[162],"several":[165],"approaches":[167],"such":[168],"as":[169],"ABC,":[170],"GGABC,":[173],"result":[174],"found":[176],"be":[178],"very":[179],"profitable.":[180],"Finally,":[181],"verified":[185],"testing.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
