{"id":"https://openalex.org/W4387005272","doi":"https://doi.org/10.1109/cec53210.2023.10254032","title":"An Hyper-Heuristic Based Population Management Through Statistical Analysis and Phases Optimization","display_name":"An Hyper-Heuristic Based Population Management Through Statistical Analysis and Phases Optimization","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4387005272","doi":"https://doi.org/10.1109/cec53210.2023.10254032"},"language":"en","primary_location":{"id":"doi:10.1109/cec53210.2023.10254032","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec53210.2023.10254032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Congress on Evolutionary Computation (CEC)","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/A5047273793","display_name":"Mario A. Navarro","orcid":"https://orcid.org/0000-0001-8231-7041"},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Mario A. Navarro","raw_affiliation_strings":["Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","Universidad de Guadalajara, CUCEI, Guadalajara, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","institution_ids":["https://openalex.org/I193181351"]},{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI, Guadalajara, Mexico","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081326302","display_name":"Bernardo Morales-Casta\u00f1eda","orcid":"https://orcid.org/0000-0003-2145-1233"},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Bernardo Morales-Casta\u00f1eda","raw_affiliation_strings":["Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","Universidad de Guadalajara, CUCEI, Guadalajara, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","institution_ids":["https://openalex.org/I193181351"]},{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI, Guadalajara, Mexico","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085743401","display_name":"Alfonso Ramos-Michel","orcid":"https://orcid.org/0000-0003-2419-9512"},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alfonso Ramos-Michel","raw_affiliation_strings":["Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","Universidad de Guadalajara, CUCEI, Guadalajara, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","institution_ids":["https://openalex.org/I193181351"]},{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI, Guadalajara, Mexico","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056251028","display_name":"Diego Oliva","orcid":null},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Diego Oliva","raw_affiliation_strings":["Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","Universidad de Guadalajara, CUCEI, Guadalajara, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","institution_ids":["https://openalex.org/I193181351"]},{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI, Guadalajara, Mexico","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065665781","display_name":"Arturo Valdivia","orcid":"https://orcid.org/0000-0001-8472-1523"},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Arturo Valdivia","raw_affiliation_strings":["Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","Universidad de Guadalajara, CUCEI, Guadalajara, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","institution_ids":["https://openalex.org/I193181351"]},{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI, Guadalajara, Mexico","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026836836","display_name":"\u00c1ngel Casas-Ordaz","orcid":"https://orcid.org/0009-0005-7711-7551"},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Angel Casas-Ordaz","raw_affiliation_strings":["Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","Universidad de Guadalajara, CUCEI, Guadalajara, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI,Guadalajara,Mexico","institution_ids":["https://openalex.org/I193181351"]},{"raw_affiliation_string":"Universidad de Guadalajara, CUCEI, Guadalajara, Mexico","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005581165","display_name":"Erick Rodr\u00ed\u00adguez-Esparza","orcid":"https://orcid.org/0000-0002-8761-1626"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Erick Rodr\u00edguez-Esparza","raw_affiliation_strings":["DeustoTech, University of Deusto,Bilbao,Spain","DeustoTech, University of Deusto, Bilbao, Spain"],"affiliations":[{"raw_affiliation_string":"DeustoTech, University of Deusto,Bilbao,Spain","institution_ids":["https://openalex.org/I136040515"]},{"raw_affiliation_string":"DeustoTech, University of Deusto, Bilbao, Spain","institution_ids":["https://openalex.org/I136040515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5047273793"],"corresponding_institution_ids":["https://openalex.org/I193181351"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11913901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9983000159263611,"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":0.9983000159263611,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9926000237464905,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9796000123023987,"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/heuristics","display_name":"Heuristics","score":0.6199371814727783},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.619022011756897},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6171014308929443},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5817217826843262},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5814743638038635},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5600449442863464},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48616501688957214},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.47565385699272156},{"id":"https://openalex.org/keywords/hyper-heuristic","display_name":"Hyper-heuristic","score":0.41979825496673584},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38982439041137695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3777697682380676},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22284790873527527},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10881799459457397},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.08432981371879578}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6199371814727783},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.619022011756897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6171014308929443},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5817217826843262},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5814743638038635},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5600449442863464},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48616501688957214},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.47565385699272156},{"id":"https://openalex.org/C117270229","wikidata":"https://www.wikidata.org/wiki/Q5957539","display_name":"Hyper-heuristic","level":5,"score":0.41979825496673584},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38982439041137695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3777697682380676},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22284790873527527},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10881799459457397},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.08432981371879578},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec53210.2023.10254032","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec53210.2023.10254032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Congress on Evolutionary Computation (CEC)","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":33,"referenced_works":["https://openalex.org/W1527004471","https://openalex.org/W1595159159","https://openalex.org/W1857789879","https://openalex.org/W2004133169","https://openalex.org/W2016944307","https://openalex.org/W2017196268","https://openalex.org/W2093284687","https://openalex.org/W2096166399","https://openalex.org/W2107921310","https://openalex.org/W2131613989","https://openalex.org/W2143560894","https://openalex.org/W2152195021","https://openalex.org/W2165022466","https://openalex.org/W2184349418","https://openalex.org/W2891971415","https://openalex.org/W2894900521","https://openalex.org/W2896017657","https://openalex.org/W2900392151","https://openalex.org/W2966907151","https://openalex.org/W2967783393","https://openalex.org/W3008256675","https://openalex.org/W3021989926","https://openalex.org/W3035146471","https://openalex.org/W3049304869","https://openalex.org/W3131812771","https://openalex.org/W3174286198","https://openalex.org/W3182220831","https://openalex.org/W3203250071","https://openalex.org/W4232324224","https://openalex.org/W4281630292","https://openalex.org/W4290075440","https://openalex.org/W6686485977","https://openalex.org/W6922803641"],"related_works":["https://openalex.org/W1482441085","https://openalex.org/W3177062893","https://openalex.org/W2966858528","https://openalex.org/W3125143773","https://openalex.org/W2007032764","https://openalex.org/W803550684","https://openalex.org/W2483226803","https://openalex.org/W2151687600","https://openalex.org/W4352977312","https://openalex.org/W2041180560"],"abstract_inverted_index":{"Hyper-heuristics":[0],"(HH)":[1],"are":[2],"strategies":[3],"that":[4,156],"have":[5],"a":[6,16,41,43,59,63,71,88,93],"high-level":[7],"mechanism":[8],"to":[9,19,49,57,101],"combine,":[10],"select":[11],"or":[12,52],"generate":[13,53],"heuristics":[14],"at":[15],"low":[17],"level":[18],"find":[20],"solutions":[21],"based":[22,91,115],"on":[23,92,116],"the":[24,28,46,54,106,117,123,127,147,152,161],"information":[25,47],"received":[26],"during":[27],"search":[29],"process.":[30,108],"Typically,":[31],"an":[32,77],"HH":[33,75],"approach":[34,90],"involves":[35],"evaluating":[36],"several":[37],"algorithms":[38],"and":[39,81,98,122,135,151],"constructing":[40],"priori":[42],"structure":[44],"containing":[45],"required":[48],"select,":[50],"combine":[51],"appropriate":[55],"heuristic":[56,86],"solve":[58],"given":[60],"problem":[61],"using":[62,131],"usually":[64],"probabilistic":[65],"selection":[66,80],"method.":[67],"This":[68],"paper":[69],"considers":[70],"constructive":[72],"online":[73],"learning":[74],"with":[76,87],"agent":[78],"population":[79,128],"control":[82],"strategy":[83],"for":[84,126],"each":[85],"reward-punishment":[89],"mean":[94,118],"absolute":[95,119],"deviation":[96,120],"criterion":[97],"exploitation-exploration":[99],"stages":[100,125],"optimize":[102],"these":[103],"phases":[104],"in":[105],"optimization":[107,141],"We":[109],"compare":[110],"our":[111],"proposal,":[112],"denominated":[113],"Hyper-heuristic":[114],"metric":[121],"exploration-exploitation":[124],"management":[129],"(HH-MAD)":[130],"uni-modal,":[132],"multi-modal,":[133],"composite,":[134],"shifted":[136],"benchmark":[137],"functions":[138],"among":[139],"different":[140],"algorithms.":[142],"The":[143],"experimental":[144],"results":[145],"validated":[146],"central":[148],"tendency":[149],"measures":[150],"non-parametric":[153],"tests,":[154],"showing":[155],"HH-MAD":[157],"is":[158],"competitive,":[159],"outperforming":[160],"other":[162],"approaches.":[163]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}