{"id":"https://openalex.org/W2897913979","doi":"https://doi.org/10.1109/cec.2018.8477661","title":"Boosting the Performance of MOEA/D-DRA with a Multi-Objective Hyper-Heuristic Based on Irace and UCB Method for Heuristic Selection","display_name":"Boosting the Performance of MOEA/D-DRA with a Multi-Objective Hyper-Heuristic Based on Irace and UCB Method for Heuristic Selection","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897913979","doi":"https://doi.org/10.1109/cec.2018.8477661","mag":"2897913979"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2018.8477661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2018.8477661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 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/A5074886439","display_name":"Lucas Prestes","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Prestes","raw_affiliation_strings":["Graduate Program in Electrical and Computer Engineering, UTFPR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Electrical and Computer Engineering, UTFPR","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056772812","display_name":"Myriam Delgado","orcid":"https://orcid.org/0000-0002-2791-174X"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Myriam R. Delgado","raw_affiliation_strings":["Graduate Program in Electrical and Computer Engineering, UTFPR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Electrical and Computer Engineering, UTFPR","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005337237","display_name":"Ricardo L\u00fcders","orcid":"https://orcid.org/0000-0001-6483-4694"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo Luders","raw_affiliation_strings":["Graduate Program in Electrical and Computer Engineering, UTFPR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Electrical and Computer Engineering, UTFPR","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017509962","display_name":"Richard A. Gon\u00e7alves","orcid":"https://orcid.org/0000-0001-9927-2177"},"institutions":[{"id":"https://openalex.org/I4210133832","display_name":"Universidade Estadual do Centro-Oeste","ror":"https://ror.org/03cxsty68","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210133832"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Richard Goncalves","raw_affiliation_strings":["Computer Science Department, UNICENTRO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, UNICENTRO","institution_ids":["https://openalex.org/I4210133832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015474670","display_name":"Carolina P. Almeida","orcid":"https://orcid.org/0000-0003-4939-6432"},"institutions":[{"id":"https://openalex.org/I4210133832","display_name":"Universidade Estadual do Centro-Oeste","ror":"https://ror.org/03cxsty68","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210133832"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carolina P. Almeida","raw_affiliation_strings":["Computer Science Department, UNICENTRO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, UNICENTRO","institution_ids":["https://openalex.org/I4210133832"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5015,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84917836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"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":0.9984999895095825,"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":0.9944999814033508,"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-algorithm","display_name":"Evolutionary algorithm","score":0.6492058038711548},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6095157265663147},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6041656136512756},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.586349368095398},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5343140363693237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5073012709617615},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4748799204826355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3717908263206482},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34124627709388733}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6492058038711548},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6095157265663147},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6041656136512756},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.586349368095398},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5343140363693237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5073012709617615},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4748799204826355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3717908263206482},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34124627709388733},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2018.8477661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2018.8477661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322772","display_name":"Funda\u00e7\u00e3o Arauc\u00e1ria","ror":"https://ror.org/02r7nkw81"},{"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":43,"referenced_works":["https://openalex.org/W138500685","https://openalex.org/W1491720843","https://openalex.org/W1502374754","https://openalex.org/W1504954800","https://openalex.org/W1588375755","https://openalex.org/W1595498733","https://openalex.org/W1668207500","https://openalex.org/W1814515812","https://openalex.org/W1988734920","https://openalex.org/W2035960005","https://openalex.org/W2038420231","https://openalex.org/W2057338644","https://openalex.org/W2058142975","https://openalex.org/W2072441740","https://openalex.org/W2083457599","https://openalex.org/W2102625537","https://openalex.org/W2106334424","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2141119792","https://openalex.org/W2143185749","https://openalex.org/W2143381319","https://openalex.org/W2150046657","https://openalex.org/W2172034434","https://openalex.org/W2310612427","https://openalex.org/W2432516117","https://openalex.org/W2519112510","https://openalex.org/W2941281702","https://openalex.org/W2994964425","https://openalex.org/W3008615321","https://openalex.org/W3023175681","https://openalex.org/W3029591682","https://openalex.org/W4285719527","https://openalex.org/W6605662653","https://openalex.org/W6629360607","https://openalex.org/W6630163942","https://openalex.org/W6635433731","https://openalex.org/W6659383817","https://openalex.org/W6675537533","https://openalex.org/W6681108347","https://openalex.org/W6717764351","https://openalex.org/W6761597005","https://openalex.org/W6771627385"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W4231274751","https://openalex.org/W1549363203","https://openalex.org/W2154063878","https://openalex.org/W2556012038","https://openalex.org/W1489772951","https://openalex.org/W1538046993","https://openalex.org/W4239293476","https://openalex.org/W1566995892"],"abstract_inverted_index":{"Multi-Objective":[0],"Evolutionary":[1],"Algorithm":[2,85],"based":[3,18,80,92],"on":[4,81,93],"Decomposition":[5],"with":[6,105],"Dynamical":[7],"Resource":[8],"Allocation":[9],"(MOEA/D-DRA)":[10],"is":[11,24,103],"one":[12,77,90],"of":[13,36,47,65,69,115,146],"the":[14,34,63,94,106,140,149],"most":[15],"successful":[16],"decomposition":[17],"multiobjective":[19],"algorithm.":[20],"Its":[21],"main":[22],"feature":[23],"a":[25,44,55,70],"mechanism":[26],"to":[27,33,138],"allocate":[28],"different":[29],"computational":[30],"effort":[31],"proportional":[32],"difficult":[35,56],"each":[37],"subproblem.":[38],"Despite":[39],"its":[40],"success,":[41],"MOEA/D-DRA":[42,66,147],"has":[43],"large":[45],"set":[46],"parameters":[48],"and":[49,88,110,127,133],"operators,":[50],"whose":[51],"selection":[52,75],"could":[53],"be":[54],"task.":[57],"This":[58],"paper":[59],"aims":[60],"at":[61],"improving":[62],"performance":[64],"by":[67],"means":[68],"hyper-heuristic":[71,141],"using":[72],"two":[73],"parameter/operator":[74],"phases:":[76],"off-line":[78],"strongly":[79],"Iterated":[82],"Race":[83],"Automatic":[84],"Configuration":[86],"(Irace)":[87],"another":[89],"(online)":[91],"Upper":[95],"Confidence":[96],"Bound":[97],"(UCB)":[98],"technique.":[99],"The":[100],"proposed":[101],"approach":[102],"compared":[104],"original":[107],"MOEA/D-DRA,":[108],"NSGAII":[109],"IBEA":[111],"over":[112],"51":[113],"instances":[114],"7":[116],"well":[117],"known":[118],"benchmarks":[119],"(CEC":[120],"2009,":[121],"GLT,":[122],"LZ09,":[123],"MOP,":[124],"DTLZ,":[125],"ZDT":[126],"WFG).":[128],"Results":[129],"show":[130],"that":[131],"Irace":[132],"UCB":[134],"are":[135],"interesting":[136],"methods":[137],"support":[139],"functioning":[142],"when":[143],"selecting":[144],"parameters/operators":[145],"in":[148],"addressed":[150],"problems.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}