{"id":"https://openalex.org/W2045955107","doi":"https://doi.org/10.1109/cec.2010.5585930","title":"Two novel approaches for many-objective optimization","display_name":"Two novel approaches for many-objective optimization","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2045955107","doi":"https://doi.org/10.1109/cec.2010.5585930","mag":"2045955107"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2010.5585930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5585930","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on 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/A5066395629","display_name":"Mario Garza-Fabre","orcid":"https://orcid.org/0000-0002-7737-3011"},"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":"Mario Garza-Fabre","raw_affiliation_strings":["Information Technology Laboratory, Parque Cient\u00edfico y Tecnol\u00f3gico TECNOTAM, CINVESTAV, Tamaulipas, Mexico","Information Technology Laboratory, CINVESTAV-Tamaulipas, Parque Cient\u00edfico y Tecnol\u00f3gico TECNOTAM, Km. 5.5 carretera Cd. Victoria-Soto La Marina, Cd. Victoria, Tamaulipas"],"affiliations":[{"raw_affiliation_string":"Information Technology Laboratory, Parque Cient\u00edfico y Tecnol\u00f3gico TECNOTAM, CINVESTAV, Tamaulipas, Mexico","institution_ids":[]},{"raw_affiliation_string":"Information Technology Laboratory, CINVESTAV-Tamaulipas, Parque Cient\u00edfico y Tecnol\u00f3gico TECNOTAM, Km. 5.5 carretera Cd. Victoria-Soto La Marina, Cd. Victoria, Tamaulipas","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046224413","display_name":"Gregorio Toscano\u2010Pulido","orcid":"https://orcid.org/0000-0001-5311-8027"},"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":"Gregorio Toscano-Pulido","raw_affiliation_strings":["Information Technology Laboratory, Parque Cient\u00edfico y Tecnol\u00f3gico TECNOTAM, CINVESTAV, Tamaulipas, Mexico","Information Technology Laboratory, CINVESTAV-Tamaulipas, Parque Cient\u00edfico y Tecnol\u00f3gico TECNOTAM, Km. 5.5 carretera Cd. Victoria-Soto La Marina, Cd. Victoria, Tamaulipas"],"affiliations":[{"raw_affiliation_string":"Information Technology Laboratory, Parque Cient\u00edfico y Tecnol\u00f3gico TECNOTAM, CINVESTAV, Tamaulipas, Mexico","institution_ids":[]},{"raw_affiliation_string":"Information Technology Laboratory, CINVESTAV-Tamaulipas, Parque Cient\u00edfico y Tecnol\u00f3gico TECNOTAM, Km. 5.5 carretera Cd. Victoria-Soto La Marina, Cd. Victoria, Tamaulipas","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":["Departamento de Computaci\u00f3n, CINVESTAV, M\u00e8xico, Mexico","CINVESTAV-IPN, Departamento de Computaci\u00f3n, Av. IPN No. 2508, Col. San Pedro Zacatenco, M\u00e9xico, D.F., 07360, MEXICO"],"affiliations":[{"raw_affiliation_string":"Departamento de Computaci\u00f3n, CINVESTAV, M\u00e8xico, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"CINVESTAV-IPN, Departamento de Computaci\u00f3n, Av. IPN No. 2508, Col. San Pedro Zacatenco, M\u00e9xico, D.F., 07360, MEXICO","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066395629"],"corresponding_institution_ids":["https://openalex.org/I68368234"],"apc_list":null,"apc_paid":null,"fwci":2.6762,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.89715104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"8"},"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":0.9983999729156494,"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7483994960784912},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6884456872940063},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6785518527030945},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6739490628242493},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6505071520805359},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5233511328697205},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.49991440773010254},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.47565314173698425},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.4629783034324646},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.41377878189086914},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35626208782196045},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22677060961723328}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7483994960784912},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6884456872940063},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6785518527030945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6739490628242493},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6505071520805359},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5233511328697205},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.49991440773010254},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.47565314173698425},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.4629783034324646},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.41377878189086914},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35626208782196045},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22677060961723328},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2010.5585930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5585930","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","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"},{"id":"https://openalex.org/F4320322835","display_name":"Ministry of Economic Affairs","ror":"https://ror.org/042ge0913"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W42050702","https://openalex.org/W1484287363","https://openalex.org/W1492403673","https://openalex.org/W1519778441","https://openalex.org/W1570084727","https://openalex.org/W1607104331","https://openalex.org/W1607221389","https://openalex.org/W1856614156","https://openalex.org/W1987958230","https://openalex.org/W2102365077","https://openalex.org/W2110843745","https://openalex.org/W2120583154","https://openalex.org/W2126105956","https://openalex.org/W2133787071","https://openalex.org/W2135416068","https://openalex.org/W2139196352","https://openalex.org/W2142492189","https://openalex.org/W2152994530","https://openalex.org/W2162478582","https://openalex.org/W2167145078","https://openalex.org/W2167159964","https://openalex.org/W2315047081","https://openalex.org/W2794503197","https://openalex.org/W2949488148","https://openalex.org/W3140662957","https://openalex.org/W6601759442","https://openalex.org/W6631285064","https://openalex.org/W6682609936","https://openalex.org/W6792877602"],"related_works":["https://openalex.org/W1963790170","https://openalex.org/W2073298047","https://openalex.org/W2033790662","https://openalex.org/W2090178682","https://openalex.org/W2586328217","https://openalex.org/W2049264236","https://openalex.org/W2001591765","https://openalex.org/W4241467429","https://openalex.org/W2906115061","https://openalex.org/W2977596624"],"abstract_inverted_index":{"In":[0,43,62],"this":[1],"paper,":[2],"two":[3,91],"novel":[4],"evolutionary":[5],"approaches":[6,59,107],"for":[7,26],"many-objective":[8],"optimization":[9],"are":[10],"proposed.":[11],"These":[12],"algorithms":[13,93],"integrate":[14],"a":[15,36,52,64],"fine-grained":[16],"ranking":[17],"of":[18,39,101],"solutions":[19],"to":[20,31,45,83,110],"favor":[21],"convergence,":[22],"with":[23,108],"explicit":[24],"methodologies":[25],"diversity":[27],"promotion":[28],"in":[29],"order":[30,44],"guide":[32],"the":[33,40,47,99,105],"search":[34],"towards":[35],"representative":[37,58],"approximation":[38],"Pareto-optimal":[41],"surface.":[42],"validate":[46],"proposed":[48,92],"algorithms,":[49],"we":[50],"performed":[51],"comparative":[53],"study":[54],"where":[55],"four":[56,66],"state-of-the-art":[57],"were":[60,71,113],"considered.":[61],"such":[63],"study,":[65],"well-known":[67],"scalable":[68],"test":[69],"problems":[70],"adopted":[72],"as":[73,75,98],"well":[74],"six":[76],"different":[77],"problem":[78],"sizes,":[79],"ranging":[80],"from":[81],"5":[82],"50":[84],"objectives.":[85],"Our":[86],"results":[87],"indicate":[88],"that":[89],"our":[90],"consistently":[94],"provide":[95],"good":[96],"convergence":[97],"number":[100],"objectives":[102],"increases,":[103],"outperforming":[104],"other":[106],"respect":[109],"which":[111],"they":[112],"compared.":[114]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
