{"id":"https://openalex.org/W2734604736","doi":"https://doi.org/10.1109/ijcnn.2017.7966356","title":"A multi-agent metaheuristic hybridization to the automatic design of ensemble systems","display_name":"A multi-agent metaheuristic hybridization to the automatic design of ensemble systems","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2734604736","doi":"https://doi.org/10.1109/ijcnn.2017.7966356","mag":"2734604736"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7966356","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966356","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","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/A5089906075","display_name":"Antonino A. Feitosa Neto","orcid":null},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Antonino A. Feitosa Neto","raw_affiliation_strings":["Department of Informatics and Applied Mathematics, Federal University of Rio Grande do Norte Natal, RN, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Informatics and Applied Mathematics, Federal University of Rio Grande do Norte Natal, RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019144108","display_name":"Anne M. P. Canuto","orcid":"https://orcid.org/0000-0002-3684-3814"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anne M. P. Canuto","raw_affiliation_strings":["Department of Informatics and Applied Mathematics, Federal University of Rio Grande do Norte Natal, RN, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Informatics and Applied Mathematics, Federal University of Rio Grande do Norte Natal, RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039883944","display_name":"Jo\u00e3o C. Xavier-J\u00fanior","orcid":"https://orcid.org/0000-0003-1517-2211"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joao C. Xavier","raw_affiliation_strings":["Digital Metropolis Institute, Federal University of Rio Grande do Norte Natal, RN, Brazil"],"affiliations":[{"raw_affiliation_string":"Digital Metropolis Institute, Federal University of Rio Grande do Norte Natal, RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074341219","display_name":"Cephas Alves da Silveira Barreto","orcid":"https://orcid.org/0000-0002-4756-8571"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cephas A. Barreto","raw_affiliation_strings":["Digital Metropolis Institute, Federal University of Rio Grande do Norte Natal, RN, Brazil"],"affiliations":[{"raw_affiliation_string":"Digital Metropolis Institute, Federal University of Rio Grande do Norte Natal, RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089906075"],"corresponding_institution_ids":["https://openalex.org/I35046152"],"apc_list":null,"apc_paid":null,"fwci":0.39,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69715787,"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":"3967","last_page":"3974"},"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9922999739646912,"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/metaheuristic","display_name":"Metaheuristic","score":0.8846219778060913},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7405267357826233},{"id":"https://openalex.org/keywords/parallel-metaheuristic","display_name":"Parallel metaheuristic","score":0.5699169635772705},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.5319054126739502},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4835517108440399},{"id":"https://openalex.org/keywords/tabu-search","display_name":"Tabu search","score":0.4295770525932312},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.4220770001411438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3861628770828247},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36510491371154785},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13571316003799438},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.08835697174072266}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.8846219778060913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7405267357826233},{"id":"https://openalex.org/C28767586","wikidata":"https://www.wikidata.org/wiki/Q7135006","display_name":"Parallel metaheuristic","level":4,"score":0.5699169635772705},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.5319054126739502},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4835517108440399},{"id":"https://openalex.org/C123370116","wikidata":"https://www.wikidata.org/wiki/Q1424540","display_name":"Tabu search","level":2,"score":0.4295770525932312},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.4220770001411438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3861628770828247},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36510491371154785},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13571316003799438},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.08835697174072266},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2017.7966356","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966356","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W178407265","https://openalex.org/W179940750","https://openalex.org/W1565746575","https://openalex.org/W1613273921","https://openalex.org/W1978234976","https://openalex.org/W1985414995","https://openalex.org/W1996575035","https://openalex.org/W2010334716","https://openalex.org/W2010712778","https://openalex.org/W2017582287","https://openalex.org/W2024060531","https://openalex.org/W2039731732","https://openalex.org/W2043112836","https://openalex.org/W2070031922","https://openalex.org/W2080362750","https://openalex.org/W2084792706","https://openalex.org/W2100625254","https://openalex.org/W2115398058","https://openalex.org/W2120986529","https://openalex.org/W2135011173","https://openalex.org/W2138732110","https://openalex.org/W2141138420","https://openalex.org/W2152195021","https://openalex.org/W2159427933","https://openalex.org/W2330694364","https://openalex.org/W2487087946","https://openalex.org/W2997776631","https://openalex.org/W4246565613","https://openalex.org/W6633774736"],"related_works":["https://openalex.org/W1611875833","https://openalex.org/W2052469048","https://openalex.org/W2081475278","https://openalex.org/W2794855054","https://openalex.org/W2005169299","https://openalex.org/W4236055036","https://openalex.org/W4381955442","https://openalex.org/W150166259","https://openalex.org/W2606087467","https://openalex.org/W4321504838"],"abstract_inverted_index":{"In":[0,14,63,113],"recent":[1],"years,":[2],"metaheuristic":[3],"algorithms":[4],"have":[5,55],"been":[6,56],"extensively":[7],"used":[8,18],"to":[9,76,81,97,106,115],"solve":[10],"global":[11],"optimization":[12,61],"problems.":[13,62],"general,":[15],"they":[16],"are":[17],"in":[19,29,45,59,84,131],"complex":[20],"problems":[21],"where":[22],"a":[23,46,66,133,148],"good":[24],"solution":[25],"is":[26,74,96],"needed,":[27],"especially":[28],"cases":[30],"with":[31,153],"incomplete":[32],"or":[33],"imperfect":[34],"information.":[35],"Recently,":[36],"the":[37,85,99,107,117,154,158],"concept":[38],"of":[39,50,87,93,101,109,111,119,151],"efficiently":[40],"combine":[41,77],"meta-heuristics":[42,104],"has":[43],"emerged,":[44],"field":[47],"called":[48,69],"hybridization":[49],"meta-heuristics.":[51],"These":[52],"hybrid":[53,67,102],"systems":[54],"successfully":[57],"applied":[58,83,105],"traditional":[60,139],"this":[64,94],"paper,":[65],"system,":[68],"MAMH":[70,121,137],"(Multi-agent":[71],"Metaheuristic":[72],"Hybridization)":[73],"adapted":[75],"trajectory-based":[78,103,140],"metaheuristics":[79,141],"and":[80,138],"be":[82,129,143],"design":[86,108],"ensemble":[88,123],"systems.":[89],"The":[90],"main":[91],"goal":[92],"paper":[95],"evaluate":[98],"use":[100],"ensembles":[110],"classifiers.":[112],"order":[114],"validate":[116],"feasibility":[118],"using":[120],"as":[122],"generator,":[124],"an":[125],"empirical":[126],"analysis":[127,135],"will":[128,142],"conducted,":[130],"which":[132],"comparative":[134],"between":[136],"performed.":[144],"Our":[145],"findings":[146],"indicated":[147],"competitive":[149],"performance":[150,156],"MAMH,":[152],"best":[155],"for":[157],"most":[159],"important":[160],"objective":[161],"function.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
