{"id":"https://openalex.org/W1990498132","doi":"https://doi.org/10.1145/1389095.1389247","title":"Hybridizing an evolutionary algorithm with mathematical programming techniques for multi-objective optimization","display_name":"Hybridizing an evolutionary algorithm with mathematical programming techniques for multi-objective optimization","publication_year":2008,"publication_date":"2008-07-12","ids":{"openalex":"https://openalex.org/W1990498132","doi":"https://doi.org/10.1145/1389095.1389247","mag":"1990498132"},"language":"en","primary_location":{"id":"doi:10.1145/1389095.1389247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1389095.1389247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th annual conference on Genetic and evolutionary computation","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/A5058923986","display_name":"Sa\u00fal Zapotecas\u2013Mart\u00ednez","orcid":"https://orcid.org/0000-0003-1281-9040"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Sa\u00fal Zapotecas Mart\u00ednez","raw_affiliation_strings":["CINVESTAV-IPN, M\u00e9xico, DF, Mexico"],"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN, M\u00e9xico, DF, 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":"Center for Research and Advanced Studies of the National Polytechnic Institute","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, M\u00e9xico, DF, Mexico"],"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN, M\u00e9xico, DF, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058923986"],"corresponding_institution_ids":["https://openalex.org/I68368234"],"apc_list":null,"apc_paid":null,"fwci":2.4032,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88242514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"769","last_page":"770"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9973000288009644,"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":0.9869999885559082,"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/evolutionary-programming","display_name":"Evolutionary programming","score":0.6960949301719666},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.6292281150817871},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6216167211532593},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5838518142700195},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5796283483505249},{"id":"https://openalex.org/keywords/nonlinear-programming","display_name":"Nonlinear programming","score":0.5206443667411804},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.42536652088165283},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.42422378063201904},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4169679880142212},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4103921055793762},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34572112560272217},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30516162514686584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28699636459350586},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.28305333852767944}],"concepts":[{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.6960949301719666},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.6292281150817871},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6216167211532593},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5838518142700195},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5796283483505249},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.5206443667411804},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.42536652088165283},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.42422378063201904},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4169679880142212},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4103921055793762},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34572112560272217},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30516162514686584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28699636459350586},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.28305333852767944},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1389095.1389247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1389095.1389247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2126105956","https://openalex.org/W2171074980"],"related_works":["https://openalex.org/W2528958959","https://openalex.org/W2091246427","https://openalex.org/W2171662586","https://openalex.org/W1556450089","https://openalex.org/W2149812765","https://openalex.org/W4879471","https://openalex.org/W1573147006","https://openalex.org/W2007958628","https://openalex.org/W2559572301","https://openalex.org/W1589480767"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,40,52,76,94,103,112,116,120,124,137,157,161],"development":[4],"of":[5,20,33,46,78,115,123,170],"multi-objective":[6],"evolutionary":[7,69,117],"algorithms":[8],"(MOEAs)":[9],"hybridized":[10],"with":[11,67,119],"mathematical":[12,53,95,144],"programming":[13,54,96,145],"techniques":[14,146],"has":[15,56],"significantly":[16],"increased.":[17],"However,":[18],"most":[19],"these":[21,143],"hybrid":[22,80],"approaches":[23,49,63],"are":[24],"gradient-based,":[25],"and":[26,87,99,102,136],"tend":[27],"to":[28,38,110,155],"require":[29],"a":[30,79,82],"high":[31],"number":[32],"extra":[34],"objective":[35],"function":[36],"evaluations":[37],"estimate":[39],"gradient":[41],"information":[42],"required.":[43],"The":[44,107],"use":[45],"nonlinear":[47],"optimization":[48],"taken":[50,92],"from":[51,93],"literature":[55,97],"been,":[57],"however,":[58],"less":[59],"popular":[60],"(although":[61],"such":[62],"have":[64],"been":[65],"used":[66,132],"single-objective":[68],"algorithms).":[70],"This":[71],"paper":[72],"precisely":[73],"focuses":[74],"on":[75],"design":[77],"between":[81],"well-known":[83],"MOEA":[84],"(the":[85],"NSGA-II)":[86],"two":[88],"direct":[89,125],"search":[90,126,150,158],"methods":[91,127],"(Nelder":[98],"Mead.s":[100],"method":[101],"golden":[104],"section":[105],"algorithm).":[106],"idea":[108],"is":[109,131,154,172],"combine":[111],"explorative":[113],"power":[114,122],"algorithm":[118],"exploitative":[121],"previously":[128],"indicated":[129],"(one":[130],"for":[133,139],"unidimensional":[134],"functions":[135],"other":[138],"multidimensional":[140],"functions).":[141],"Clearly,":[142],"act":[147],"as":[148],"local":[149],"engines,":[151],"whose":[152],"goal":[153],"refine":[156],"performed":[159],"by":[160],"MOEA.":[162],"Our":[163],"preliminary":[164],"results":[165],"indicate":[166],"that":[167],"this":[168],"sort":[169],"hybridization":[171],"quite":[173],"promising.":[174]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}