{"id":"https://openalex.org/W2980114044","doi":"https://doi.org/10.1109/la-cci47412.2019.9036764","title":"On the Learning Properties of Dueling DDQN in Parameter Control for Evolutionary and Swarm-based Algorithms","display_name":"On the Learning Properties of Dueling DDQN in Parameter Control for Evolutionary and Swarm-based Algorithms","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2980114044","doi":"https://doi.org/10.1109/la-cci47412.2019.9036764","mag":"2980114044"},"language":"en","primary_location":{"id":"doi:10.1109/la-cci47412.2019.9036764","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci47412.2019.9036764","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","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/A5035810046","display_name":"Marcelo Gomes Pereira de Lacerda","orcid":"https://orcid.org/0000-0002-6087-2770"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Marcelo Gomes Pereira de Lacerda","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco, Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fernando Buarque de Lima Neto","orcid":null},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fernando Buarque de Lima Neto","raw_affiliation_strings":["Computer Engineering - EComp, University of Pernambuco, Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"Computer Engineering - EComp, University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087331984","display_name":"Hugo de Andrade Amorim Neto","orcid":"https://orcid.org/0000-0003-1669-8450"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hugo de Andrade Amorim Neto","raw_affiliation_strings":["Computer Engineering - EComp, University of Pernambuco, Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"Computer Engineering - EComp, University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048747275","display_name":"Herbert Kuchen","orcid":"https://orcid.org/0000-0002-6057-3551"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Herbert Kuchen","raw_affiliation_strings":["Department of Information Systems, University of Muenster, Muenster, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, University of Muenster, Muenster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025550530","display_name":"Teresa B. Ludermir","orcid":"https://orcid.org/0000-0002-8980-6742"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Teresa Bernarda Ludermir","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco, Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035810046"],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":null,"apc_paid":null,"fwci":0.1445,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59099199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9983999729156494,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9962000250816345,"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/benchmark","display_name":"Benchmark (surveying)","score":0.7345407605171204},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6804227828979492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6458086371421814},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6094706058502197},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.519693911075592},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4993889331817627},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.4649340808391571},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4614405035972595},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.45847395062446594},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45809870958328247},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4565728008747101},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4361477792263031},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32026153802871704},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21999022364616394}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7345407605171204},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6804227828979492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6458086371421814},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6094706058502197},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.519693911075592},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4993889331817627},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.4649340808391571},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4614405035972595},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.45847395062446594},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45809870958328247},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4565728008747101},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4361477792263031},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32026153802871704},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21999022364616394},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/la-cci47412.2019.9036764","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci47412.2019.9036764","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1522301498","https://openalex.org/W1757796397","https://openalex.org/W1879678483","https://openalex.org/W2021027064","https://openalex.org/W2048256025","https://openalex.org/W2092791741","https://openalex.org/W2121863487","https://openalex.org/W2145339207","https://openalex.org/W2182761707","https://openalex.org/W2201581102","https://openalex.org/W2257979135","https://openalex.org/W2293038263","https://openalex.org/W2311504482","https://openalex.org/W2558903854","https://openalex.org/W2794711922","https://openalex.org/W2809970507","https://openalex.org/W2894472997","https://openalex.org/W2951799221","https://openalex.org/W2955804429","https://openalex.org/W4214717370","https://openalex.org/W4285719527","https://openalex.org/W4298857966","https://openalex.org/W6631190155","https://openalex.org/W6637967152","https://openalex.org/W6685444567","https://openalex.org/W6687681856","https://openalex.org/W6749841819"],"related_works":["https://openalex.org/W2133833450","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W3041827036","https://openalex.org/W1993493607","https://openalex.org/W2021957875","https://openalex.org/W2802808995"],"abstract_inverted_index":{"This":[0],"work":[1],"is":[2,32,65,122],"intended":[3],"to":[4,33,53,67,125,133],"assess":[5],"the":[6,20,76,84,89,99,114,120,140],"learning":[7],"capability":[8],"of":[9,22,72,88,104,139],"an":[10,86],"agent":[11,121],"implemented":[12,59],"with":[13],"a":[14,35,69,79,102,128,134],"Dueling":[15],"Double":[16],"Deep":[17],"Q-Network":[18],"in":[19],"problem":[21],"parameter":[23,37,73],"control":[24,38],"for":[25,40,47,60,75,93,113,137],"Evolutionary":[26],"and":[27,64,101],"Swarm-based":[28],"algorithms.":[29],"The":[30,116],"objective":[31],"build":[34],"general":[36],"method":[39],"these":[41],"algorithms,":[42],"that":[43,119],"can":[44],"be":[45],"used":[46,112],"any":[48,55,61],"Population":[49],"Based":[50],"Algorithm":[51],"(PBA)":[52],"solve":[54],"numerical":[56,108],"optimization":[57],"problem,":[58],"computing":[62],"platform,":[63],"able":[66,124],"choose":[68],"good":[70],"sequence":[71],"values":[74],"PBA,":[77],"given":[78],"time":[80],"budget":[81],"constraint.":[82],"For":[83],"experiments,":[85],"implementation":[87],"Particle":[90],"Swarm":[91],"Optimization":[92],"CUDA":[94],"devices":[95],"was":[96],"chosen":[97],"as":[98],"PBA":[100],"set":[103],"well-known":[105],"highly":[106],"complex":[107],"minimization":[109],"problems":[110],"were":[111],"benchmark.":[115],"experiments":[117],"showed":[118],"clearly":[123],"evolve":[126],"from":[127],"completely":[129],"random":[130],"decision":[131],"policy":[132,136],"fitness-minimization-oriented":[135],"most":[138],"functions.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
