{"id":"https://openalex.org/W1964326576","doi":"https://doi.org/10.1109/cec.2013.6557941","title":"Classification scheme of multi-objective Estimation of Distribution Algorithms","display_name":"Classification scheme of multi-objective Estimation of Distribution Algorithms","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W1964326576","doi":"https://doi.org/10.1109/cec.2013.6557941","mag":"1964326576"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2013.6557941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 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/A5053092699","display_name":"Alfredo Mendoza-Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-6731-5512"},"institutions":[{"id":"https://openalex.org/I190103667","display_name":"Autonomous University of Aguascalientes","ror":"https://ror.org/03ec8vy26","country_code":"MX","type":"education","lineage":["https://openalex.org/I190103667"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Alfredo Mendoza-Gonzalez","raw_affiliation_strings":["Intelligent Computing Department, Autonomous University of Aguascalientes, Aguascalientes, Aguascalientes, Mexico","Intell. Comput. Dept., Autonomous Univ. of Aguascalientes, Aguascalientes, Mexico"],"affiliations":[{"raw_affiliation_string":"Intelligent Computing Department, Autonomous University of Aguascalientes, Aguascalientes, Aguascalientes, Mexico","institution_ids":["https://openalex.org/I190103667"]},{"raw_affiliation_string":"Intell. Comput. Dept., Autonomous Univ. of Aguascalientes, Aguascalientes, Mexico","institution_ids":["https://openalex.org/I190103667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109916859","display_name":"Eunice Ponce-de-Le\u00f3n","orcid":null},"institutions":[{"id":"https://openalex.org/I190103667","display_name":"Autonomous University of Aguascalientes","ror":"https://ror.org/03ec8vy26","country_code":"MX","type":"education","lineage":["https://openalex.org/I190103667"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Eunice Ponce-de-Leon","raw_affiliation_strings":["Intelligent Computing Department, Autonomous University of Aguascalientes, Aguascalientes, Aguascalientes, Mexico","Intell. Comput. Dept., Autonomous Univ. of Aguascalientes, Aguascalientes, Mexico"],"affiliations":[{"raw_affiliation_string":"Intelligent Computing Department, Autonomous University of Aguascalientes, Aguascalientes, Aguascalientes, Mexico","institution_ids":["https://openalex.org/I190103667"]},{"raw_affiliation_string":"Intell. Comput. Dept., Autonomous Univ. of Aguascalientes, Aguascalientes, Mexico","institution_ids":["https://openalex.org/I190103667"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004091114","display_name":"Elva Diaz-Diaz","orcid":null},"institutions":[{"id":"https://openalex.org/I190103667","display_name":"Autonomous University of Aguascalientes","ror":"https://ror.org/03ec8vy26","country_code":"MX","type":"education","lineage":["https://openalex.org/I190103667"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Elva Diaz-Diaz","raw_affiliation_strings":["Intelligent Computing Department, Autonomous University of Aguascalientes, Aguascalientes, Aguascalientes, Mexico","Intell. Comput. Dept., Autonomous Univ. of Aguascalientes, Aguascalientes, Mexico"],"affiliations":[{"raw_affiliation_string":"Intelligent Computing Department, Autonomous University of Aguascalientes, Aguascalientes, Aguascalientes, Mexico","institution_ids":["https://openalex.org/I190103667"]},{"raw_affiliation_string":"Intell. Comput. Dept., Autonomous Univ. of Aguascalientes, Aguascalientes, Mexico","institution_ids":["https://openalex.org/I190103667"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053092699"],"corresponding_institution_ids":["https://openalex.org/I190103667"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.05150995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"13","issue":null,"first_page":"3051","last_page":"3057"},"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":0.9962999820709229,"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":0.9961000084877014,"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/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.7269147038459778},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.6969035267829895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6914629936218262},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6361222267150879},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5450561046600342},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5007526874542236},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4786437749862671},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4683973789215088},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4631689488887787},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4547525942325592},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4376472234725952},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.420159250497818},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4185537099838257},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3655758798122406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29843446612358093},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1559816598892212}],"concepts":[{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.7269147038459778},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.6969035267829895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6914629936218262},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6361222267150879},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5450561046600342},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5007526874542236},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4786437749862671},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4683973789215088},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4631689488887787},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4547525942325592},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4376472234725952},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.420159250497818},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4185537099838257},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3655758798122406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29843446612358093},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1559816598892212},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2013.6557941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4399999976158142}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322835","display_name":"Ministry of Economic Affairs","ror":"https://ror.org/042ge0913"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W18858714","https://openalex.org/W115795130","https://openalex.org/W156217710","https://openalex.org/W1479911746","https://openalex.org/W1487537650","https://openalex.org/W1501379438","https://openalex.org/W1540706608","https://openalex.org/W1569560470","https://openalex.org/W1585939719","https://openalex.org/W1853444542","https://openalex.org/W1928511182","https://openalex.org/W1938049985","https://openalex.org/W1969988375","https://openalex.org/W1980833959","https://openalex.org/W2074204891","https://openalex.org/W2077272048","https://openalex.org/W2081016372","https://openalex.org/W2115167570","https://openalex.org/W2116961716","https://openalex.org/W2118114365","https://openalex.org/W2128490446","https://openalex.org/W2140886193","https://openalex.org/W2158553967","https://openalex.org/W2159826016","https://openalex.org/W2160088187","https://openalex.org/W2167159964","https://openalex.org/W2168095480","https://openalex.org/W2414365832","https://openalex.org/W2430406707","https://openalex.org/W2478032900","https://openalex.org/W3146524375","https://openalex.org/W4246377765","https://openalex.org/W6604772522","https://openalex.org/W6606326684","https://openalex.org/W6628782388","https://openalex.org/W6635097213","https://openalex.org/W6639017412","https://openalex.org/W6677169344","https://openalex.org/W6677498713","https://openalex.org/W6684212943","https://openalex.org/W6717681995","https://openalex.org/W6834196382"],"related_works":["https://openalex.org/W2096498780","https://openalex.org/W2392913753","https://openalex.org/W1982259447","https://openalex.org/W2109986081","https://openalex.org/W2496664933","https://openalex.org/W4286900141","https://openalex.org/W2056381839","https://openalex.org/W1548248515","https://openalex.org/W1935138604","https://openalex.org/W2611487186"],"abstract_inverted_index":{"A":[0],"variety":[1],"of":[2,4,15,43,104,108,119,125],"Estimation":[3],"Distribution":[5],"Algorithms":[6],"for":[7,35,101],"multi-objective":[8],"optimization":[9,25,106],"(MOEDAs)":[10],"has":[11],"been":[12],"reported,":[13],"each":[14,95],"them":[16],"with":[17],"its":[18],"own":[19],"characteristics":[20,69],"and":[21,65,91],"techniques":[22,92],"in":[23,79,94,122],"their":[24],"process.":[26],"In":[27],"this":[28],"research":[29],"we":[30],"present":[31],"a":[32,98,116],"classification":[33],"scheme":[34,83],"these":[36],"algorithms,":[37],"based":[38],"on":[39],"ten":[40],"characteristics:":[41],"domain":[42],"the":[44,48,75,80,89,102,105,120,123],"variables,":[45,49],"relationships":[46],"between":[47],"probabilistic":[50],"graphical":[51],"model,":[52],"estimation":[53],"approach,":[54,64],"restriction":[55],"support,":[56],"problem":[57],"handling,":[58,62],"sorting":[59],"method,":[60],"individuals'":[61],"selection":[63],"replacement":[66],"approach.":[67],"These":[68],"were":[70],"extracted":[71],"by":[72],"analyzing":[73],"all":[74],"24":[76],"MOEDAs":[77],"reported":[78],"literature.":[81],"The":[82],"presented":[84],"here":[85],"helps":[86],"to":[87],"identify":[88],"methods":[90],"used":[93],"algorithm,":[96],"also,":[97],"useful":[99],"method":[100],"analysis":[103,118],"process":[107],"an":[109],"EDA":[110],"is":[111],"proposed.":[112],"This":[113],"paper":[114],"includes":[115],"brief":[117],"influence":[121],"results":[124],"applying":[126],"different":[127],"selection/replacement":[128],"percentages.":[129]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}