{"id":"https://openalex.org/W2914668940","doi":"https://doi.org/10.1109/ssci.2018.8628657","title":"An Adaptive Recombination-Based Extension of the iMOACO&lt;inf&gt;R&lt;/inf&gt; Algorithm","display_name":"An Adaptive Recombination-Based Extension of the iMOACO&lt;inf&gt;R&lt;/inf&gt; Algorithm","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2914668940","doi":"https://doi.org/10.1109/ssci.2018.8628657","mag":"2914668940"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2018.8628657","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2018.8628657","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5079888480","display_name":"Ashraf M. Abdelbar","orcid":"https://orcid.org/0000-0002-7921-1892"},"institutions":[{"id":"https://openalex.org/I48890080","display_name":"Brandon University","ror":"https://ror.org/02qp25a50","country_code":"CA","type":"education","lineage":["https://openalex.org/I48890080"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ashraf M. Abdelbar","raw_affiliation_strings":["Dept. of Math. & Comp. Sci., Brandon University, Manitoba, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Math. & Comp. Sci., Brandon University, Manitoba, Canada","institution_ids":["https://openalex.org/I48890080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101950185","display_name":"Khalid M. Salama","orcid":"https://orcid.org/0000-0001-7535-5154"},"institutions":[{"id":"https://openalex.org/I20581793","display_name":"University of Kent","ror":"https://ror.org/00xkeyj56","country_code":"GB","type":"education","lineage":["https://openalex.org/I20581793"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Khalid M. Salama","raw_affiliation_strings":["School of Computing, University of Kent, Canterbury, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, University of Kent, Canterbury, United Kingdom","institution_ids":["https://openalex.org/I20581793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072644624","display_name":"Jes\u00fas Guillermo Falc\u00f3n-Cardona","orcid":"https://orcid.org/0000-0003-1131-098X"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jesus Guillermo Falcon-Cardona","raw_affiliation_strings":["CINVESTAV-IPN Evolutionary Computation Group, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN Evolutionary Computation Group, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085548317","display_name":"Carlos A. Coello Coello","orcid":"https://orcid.org/0000-0002-8435-680X"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos A. Coello Coello","raw_affiliation_strings":["CINVESTAV-IPN Evolutionary Computation Group, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN Evolutionary Computation Group, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.2221055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"735","last_page":"742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9984999895095825,"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/extension","display_name":"Extension (predicate logic)","score":0.7545797824859619},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6750943064689636},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6203835606575012},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5837095379829407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5156353712081909},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47915810346603394},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4499562084674835},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.444572776556015},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.4329938590526581},{"id":"https://openalex.org/keywords/recombination","display_name":"Recombination","score":0.42403510212898254},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36183831095695496},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07322889566421509}],"concepts":[{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.7545797824859619},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6750943064689636},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6203835606575012},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5837095379829407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5156353712081909},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47915810346603394},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4499562084674835},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.444572776556015},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.4329938590526581},{"id":"https://openalex.org/C156695909","wikidata":"https://www.wikidata.org/wiki/Q3373825","display_name":"Recombination","level":3,"score":0.42403510212898254},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36183831095695496},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07322889566421509},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci.2018.8628657","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2018.8628657","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W397102730","https://openalex.org/W1502527984","https://openalex.org/W1553373771","https://openalex.org/W1846834309","https://openalex.org/W2008499862","https://openalex.org/W2025822274","https://openalex.org/W2098907614","https://openalex.org/W2100830227","https://openalex.org/W2126105956","https://openalex.org/W2126554879","https://openalex.org/W2135974394","https://openalex.org/W2143185749","https://openalex.org/W2165203444","https://openalex.org/W2589985212","https://openalex.org/W2785967921","https://openalex.org/W4292408320","https://openalex.org/W4292864963","https://openalex.org/W4299796063","https://openalex.org/W6638887577"],"related_works":["https://openalex.org/W2347951034","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2071981049","https://openalex.org/W2381829748","https://openalex.org/W2244460820","https://openalex.org/W2109336245","https://openalex.org/W2061313076","https://openalex.org/W2070079705","https://openalex.org/W2392795382"],"abstract_inverted_index":{"Commonly,":[0],"Ant":[1,42],"Colony":[2,43],"Optimization":[3],"algorithms":[4],"have":[5,25],"been":[6,26],"applied":[7],"to":[8,28,70,146,167],"the":[9,39,58,65,111,124,134,139,155,181],"solution":[10,103],"of":[11,23,91,126,138,162,180],"single-and":[12],"multi-objective":[13,156],"optimization":[14,74,157],"problems":[15,30,75,153],"(MOPs).":[16],"However,":[17],"in":[18,95,122,178],"recent":[19,135],"years,":[20],"a":[21,97,106,116,160],"number":[22,161],"approaches":[24],"proposed":[27],"solve":[29,71],"with":[31,105,159],"continuous":[32,46,72],"search":[33,47],"spaces.":[34],"One":[35],"remarkable":[36],"proposal":[37,143],"is":[38,55,100,129,144],"indicator-based":[40],"Multi-Objective":[41],"Optimizer":[44],"for":[45,102],"spaces":[48],"(iMOACO":[49],"<sub":[50,60],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[51,61],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">R</sub>":[52,62],")":[53],"which":[54,96,123],"based":[56,132],"on":[57,133],"ACO":[59],"algorithm":[63],"and":[64,148,176],"$R2$":[66],"performance":[67,137],"indicator,":[68],"aiming":[69],"many-objective":[73],"(i.e.,":[76],"MOPs":[77],"having":[78],"more":[79],"than":[80],"three":[81],"objective":[82],"functions).":[83],"In":[84,110],"previous":[85],"work,":[86,113],"we":[87,114],"presented":[88],"an":[89],"extension":[90],"iMOACOR,":[92],"called":[93,120],"iMOACOR-R,":[94],"recombination":[98,128,140],"operator":[99],"employed":[101],"construction":[104],"fixed,":[107],"externally-specified":[108],"probability.":[109],"present":[112],"introduce":[115],"further":[117],"adaptive":[118],"variation,":[119],"iMOACOR-AR,":[121],"frequency":[125],"applying":[127],"dynamically":[130],"adapted":[131],"past":[136],"operator.":[141],"Our":[142],"compared":[145],"iMOACOR":[147,175],"iMOACOR-R":[149,177],"using":[150],"64":[151],"standard":[152],"from":[154,165],"literature":[158],"objectives":[163],"ranging":[164],"3":[166],"10.":[168],"Experimental":[169],"results":[170],"show":[171],"that":[172],"iMOACOR-AR":[173],"outperforms":[174],"most":[179],"test":[182],"problems.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}