{"id":"https://openalex.org/W2731041304","doi":"https://doi.org/10.1109/cec.2017.7969624","title":"Evolutionary multilabel hyper-heuristic design","display_name":"Evolutionary multilabel hyper-heuristic design","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2731041304","doi":"https://doi.org/10.1109/cec.2017.7969624","mag":"2731041304"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2017.7969624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2017.7969624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 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/A5005598000","display_name":"Alejandro Rosales-P\u00e9rez","orcid":"https://orcid.org/0000-0003-1768-339X"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Alejandro Rosales-Perez","raw_affiliation_strings":["Tecnologico de Monterrey, School of Engineering and Science, Monterrey, Nuevo Leon, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnologico de Monterrey, School of Engineering and Science, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041843953","display_name":"Andres E. Gutierrez-Rodr\u00edguez","orcid":"https://orcid.org/0000-0003-4178-1635"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Andres E. Gutierrez-Rodriguez","raw_affiliation_strings":["Tecnologico de Monterrey, School of Engineering and Science, Monterrey, Nuevo Leon, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnologico de Monterrey, School of Engineering and Science, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027131130","display_name":"Jos\u00e9 Carlos Ort\u00edz-Bayliss","orcid":"https://orcid.org/0000-0003-3408-2166"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose C. Ortiz-Bayliss","raw_affiliation_strings":["Tecnologico de Monterrey, School of Engineering and Science, Monterrey, Nuevo Leon, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnologico de Monterrey, School of Engineering and Science, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049386377","display_name":"Hugo Terashima\u2010Mar\u00edn","orcid":"https://orcid.org/0000-0002-5320-0773"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hugo Terashima-Marin","raw_affiliation_strings":["Tecnologico de Monterrey, School of Engineering and Science, Monterrey, Nuevo Leon, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnologico de Monterrey, School of Engineering and Science, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"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, Evolutionary Computation Group, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN, Evolutionary Computation Group, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005598000"],"corresponding_institution_ids":["https://openalex.org/I98461037"],"apc_list":null,"apc_paid":null,"fwci":0.39,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69650487,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2622","last_page":"2629"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9936000108718872,"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":0.9936000108718872,"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":0.9805999994277954,"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/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9718000292778015,"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/computer-science","display_name":"Computer science","score":0.6641368865966797},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6116499900817871},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5309412479400635},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.462738573551178},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3390834927558899}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6641368865966797},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6116499900817871},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5309412479400635},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.462738573551178},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3390834927558899}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2017.7969624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2017.7969624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Congress on Evolutionary Computation (CEC)","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/F4320323037","display_name":"Instituto Tecnol\u00f3gico y de Estudios Superiores de Monterrey","ror":"https://ror.org/03ayjn504"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W137179583","https://openalex.org/W408953432","https://openalex.org/W1134221749","https://openalex.org/W1499841549","https://openalex.org/W1550402024","https://openalex.org/W1553373771","https://openalex.org/W1555689267","https://openalex.org/W1565746575","https://openalex.org/W1668207500","https://openalex.org/W1991020953","https://openalex.org/W1999954155","https://openalex.org/W2016120275","https://openalex.org/W2034312705","https://openalex.org/W2035567824","https://openalex.org/W2061701011","https://openalex.org/W2072441740","https://openalex.org/W2096166399","https://openalex.org/W2100211715","https://openalex.org/W2112299196","https://openalex.org/W2121044470","https://openalex.org/W2122856906","https://openalex.org/W2127861350","https://openalex.org/W2129026672","https://openalex.org/W2129936995","https://openalex.org/W2131422526","https://openalex.org/W2140759234","https://openalex.org/W2151554678","https://openalex.org/W2165466912","https://openalex.org/W2169157770","https://openalex.org/W2169284845","https://openalex.org/W2188400996","https://openalex.org/W2257516073","https://openalex.org/W2346152773","https://openalex.org/W2347027478","https://openalex.org/W2555044549","https://openalex.org/W4245608963","https://openalex.org/W4252684946","https://openalex.org/W6605663569","https://openalex.org/W6614190071","https://openalex.org/W6678230397","https://openalex.org/W6678295559","https://openalex.org/W6679382199","https://openalex.org/W6687398396","https://openalex.org/W6776626634"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":{"Nowadays,":[0],"heuristics":[1,50],"represent":[2],"a":[3,27,53,72,119,123,148,182],"commonly":[4],"used":[5,37,181],"alternative":[6],"to":[7,17,51,66,129,138,202],"solve":[8,52],"complex":[9],"optimization":[10,57],"problems.":[11,58],"This,":[12],"however,":[13],"has":[14,42],"given":[15,28,73],"rise":[16],"the":[18,22,35,44,61,111,114,130,140,164,172,197],"problem":[19,141],"of":[20,34,56,60,79,125,184],"choosing":[21,163],"most":[23,36,165],"effective":[24],"heuristic":[25,70,84],"for":[26,39,71,76,104,151,168],"problem.":[29],"In":[30],"recent":[31],"years,":[32],"one":[33,69,83],"strategies":[38],"this":[40,89,92,96,177],"task":[41],"been":[43],"hyper-heuristics,":[45],"which":[46],"aim":[47],"at":[48,162],"selecting/generating":[49],"wide":[54],"range":[55],"Most":[59],"existing":[62],"selection":[63],"hyper-heuristics":[64,205],"attempt":[65],"recommend":[67],"only":[68],"instance.":[74],"However,":[75],"some":[77],"classes":[78],"problems,":[80],"more":[81],"than":[82],"can":[85],"be":[86,118],"suitable.":[87],"With":[88],"premise,":[90],"in":[91,110,147,176],"paper,":[93,178],"we":[94,179],"address":[95],"issue":[97],"through":[98],"an":[99],"evolutionary":[100],"multilabel":[101,112,154],"learning":[102],"approach":[103,150,160],"building":[105],"hyper-heuristics.":[106],"Unlike":[107],"traditional":[108],"approaches,":[109],"formulation,":[113],"result":[115],"could":[116],"not":[117],"single":[120],"recommendation,":[121],"but":[122],"set":[124,183],"potential":[126],"heuristics.":[127],"Due":[128],"fact":[131],"that":[132,196,206],"cooperative":[133,158],"coevolutionary":[134],"algorithms":[135],"allow":[136],"us":[137],"divide":[139],"into":[142],"several":[143],"subproblems,":[144],"it":[145],"results":[146,194],"natural":[149],"dealing":[152],"with":[153],"classification.":[155],"The":[156],"proposed":[157,198],"coevolutionarymultilabel":[159],"aims":[161],"relevant":[166],"patterns":[167],"each":[169],"heuristic.":[170],"For":[171],"experimental":[173,193],"study":[174,190],"included":[175],"have":[180],"constraint":[185],"satisfaction":[186],"problems":[187],"as":[188],"our":[189],"case.":[191],"Our":[192],"suggest":[195],"method":[199],"is":[200],"able":[201],"generate":[203],"accurate":[204],"outperform":[207],"reference":[208],"methods.":[209]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
