{"id":"https://openalex.org/W2043434945","doi":"https://doi.org/10.1109/cybconf.2013.6617428","title":"A hybrid computational chemotaxis in bacterial foraging optimization algorithm for global numerical optimization","display_name":"A hybrid computational chemotaxis in bacterial foraging optimization algorithm for global numerical optimization","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2043434945","doi":"https://doi.org/10.1109/cybconf.2013.6617428","mag":"2043434945"},"language":"en","primary_location":{"id":"doi:10.1109/cybconf.2013.6617428","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybconf.2013.6617428","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Cybernetics (CYBCO)","raw_type":"proceedings-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/A5035070049","display_name":"Yosra Jarraya","orcid":"https://orcid.org/0000-0003-2628-0461"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Yosra Jarraya","raw_affiliation_strings":["REsearch Group on Intelligent Machines (REGIM), National School of Engineers (ENIS), University of Sfax, Sfax, Tunisia","Res. Group on Intell. Machines (REGIM), Univ. of Sfax, Sfax, Tunisia#TAB#"],"affiliations":[{"raw_affiliation_string":"REsearch Group on Intelligent Machines (REGIM), National School of Engineers (ENIS), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Res. Group on Intell. Machines (REGIM), Univ. of Sfax, Sfax, Tunisia#TAB#","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024175395","display_name":"Souhir Bouaziz","orcid":"https://orcid.org/0000-0003-1076-2917"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Souhir Bouaziz","raw_affiliation_strings":["REsearch Group on Intelligent Machines (REGIM), National School of Engineers (ENIS), University of Sfax, Sfax, Tunisia","Res. Group on Intell. Machines (REGIM), Univ. of Sfax, Sfax, Tunisia#TAB#"],"affiliations":[{"raw_affiliation_string":"REsearch Group on Intelligent Machines (REGIM), National School of Engineers (ENIS), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Res. Group on Intell. Machines (REGIM), Univ. of Sfax, Sfax, Tunisia#TAB#","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053613060","display_name":"Adel M. Alimi","orcid":"https://orcid.org/0000-0002-0642-3384"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Adel M. Alimi","raw_affiliation_strings":["REsearch Group on Intelligent Machines (REGIM), National School of Engineers (ENIS), University of Sfax, Sfax, Tunisia","Res. Group on Intell. Machines (REGIM), Univ. of Sfax, Sfax, Tunisia#TAB#"],"affiliations":[{"raw_affiliation_string":"REsearch Group on Intelligent Machines (REGIM), National School of Engineers (ENIS), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Res. Group on Intell. Machines (REGIM), Univ. of Sfax, Sfax, Tunisia#TAB#","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087542455","display_name":"Ajith Abraham","orcid":"https://orcid.org/0000-0002-0169-6738"},"institutions":[{"id":"https://openalex.org/I4210107658","display_name":"Machine Intelligence Research Labs","ror":"https://ror.org/013kgb629","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210107658"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ajith Abraham","raw_affiliation_strings":["Machine Intelligence Research Labs, WA, USA","Machine Intell. Res. Labs., Auburn, WA, USA"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Research Labs, WA, USA","institution_ids":["https://openalex.org/I4210107658"]},{"raw_affiliation_string":"Machine Intell. Res. Labs., Auburn, WA, USA","institution_ids":["https://openalex.org/I4210107658"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035070049"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":5.9308,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95907278,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9988999962806702,"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":0.9988999962806702,"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/T11829","display_name":"Mathematical Biology Tumor Growth","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9731000065803528,"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/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.6851721405982971},{"id":"https://openalex.org/keywords/foraging","display_name":"Foraging","score":0.6516677141189575},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.649155855178833},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6347693204879761},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.619126558303833},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6153379678726196},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.6112673282623291},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6010994911193848},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5932137370109558},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5281087160110474},{"id":"https://openalex.org/keywords/derivative-free-optimization","display_name":"Derivative-free optimization","score":0.4802154004573822},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4720143973827362},{"id":"https://openalex.org/keywords/chemotaxis","display_name":"Chemotaxis","score":0.4464932978153229},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.42734795808792114},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.42577892541885376},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3741033673286438},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23653537034988403},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.04872855544090271}],"concepts":[{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.6851721405982971},{"id":"https://openalex.org/C165287380","wikidata":"https://www.wikidata.org/wiki/Q2916569","display_name":"Foraging","level":2,"score":0.6516677141189575},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.649155855178833},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6347693204879761},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.619126558303833},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6153379678726196},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.6112673282623291},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6010994911193848},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5932137370109558},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5281087160110474},{"id":"https://openalex.org/C29282572","wikidata":"https://www.wikidata.org/wiki/Q16977029","display_name":"Derivative-free optimization","level":4,"score":0.4802154004573822},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4720143973827362},{"id":"https://openalex.org/C54166955","wikidata":"https://www.wikidata.org/wiki/Q658145","display_name":"Chemotaxis","level":3,"score":0.4464932978153229},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.42734795808792114},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.42577892541885376},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3741033673286438},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23653537034988403},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.04872855544090271},{"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C170493617","wikidata":"https://www.wikidata.org/wiki/Q208467","display_name":"Receptor","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cybconf.2013.6617428","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybconf.2013.6617428","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Cybernetics (CYBCO)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.300.5274","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.300.5274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.softcomputing.net/cybconf1.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1541979755","https://openalex.org/W1543559221","https://openalex.org/W1595159159","https://openalex.org/W1659842140","https://openalex.org/W1887000214","https://openalex.org/W1965624438","https://openalex.org/W1988156120","https://openalex.org/W2103545758","https://openalex.org/W2122122715","https://openalex.org/W2125035539","https://openalex.org/W2134231130","https://openalex.org/W2152195021","https://openalex.org/W2153608551","https://openalex.org/W2166527455","https://openalex.org/W6632389782","https://openalex.org/W6639503628","https://openalex.org/W6678662332"],"related_works":["https://openalex.org/W2017510848","https://openalex.org/W2113650225","https://openalex.org/W4319074235","https://openalex.org/W1988325824","https://openalex.org/W2376444000","https://openalex.org/W2015869608","https://openalex.org/W2350737211","https://openalex.org/W1971866155","https://openalex.org/W2360330613","https://openalex.org/W2222782094"],"abstract_inverted_index":{"This":[0,60],"paper":[1],"first":[2],"proposes":[3],"a":[4,43],"simple":[5],"scheme":[6],"for":[7],"adapting":[8],"the":[9,14,68,77,81],"chemotactic":[10],"step":[11],"size":[12],"of":[13,70,75],"Bacterial":[15,50],"Foraging":[16,52],"Optimization":[17,34,53],"Algorithm":[18],"(BFOA),":[19],"and":[20,25,36,73,80],"then":[21],"this":[22],"new":[23,44],"adaptation":[24],"two":[26],"very":[27],"popular":[28],"optimization":[29],"techniques":[30],"called":[31],"Particle":[32],"Swarm":[33,51],"(PSO)":[35],"Differential":[37,55],"Evolution":[38,56],"(DE)":[39],"are":[40],"coupled":[41],"in":[42],"hybrid":[45,84],"approach":[46],"named":[47],"Adaptive":[48],"Chemotactic":[49],"with":[54],"Strategy":[57],"(ACBSFO":[58],"_DES).":[59],"novel":[61],"technique":[62],"has":[63],"been":[64],"shown":[65],"to":[66],"overcome":[67],"problems":[69],"premature":[71],"convergence":[72],"slow":[74],"both":[76],"classical":[78],"BFOA":[79,83],"other":[82],"variants":[85],"over":[86],"several":[87],"benchmark":[88],"problems.":[89]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
