{"id":"https://openalex.org/W2119789604","doi":"https://doi.org/10.1109/ijcnn.2008.4634063","title":"Evolving both size and accuracy of RBF networks using Memetic Algorithm","display_name":"Evolving both size and accuracy of RBF networks using Memetic Algorithm","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2119789604","doi":"https://doi.org/10.1109/ijcnn.2008.4634063","mag":"2119789604"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2008.4634063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","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/A5043908600","display_name":"Kelly P. Silva","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"]},{"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":"Kelly P. Silva","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil","Center of Inf., Fed. Univ. of Pernambuco, Recife"],"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Center of Inf., Fed. Univ. of Pernambuco, Recife","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087346190","display_name":"Rodrigo G. F. Soares","orcid":"https://orcid.org/0000-0003-4806-3652"},"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"]},{"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":"Rodrigo G. F. Soares","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil","Center of Inf., Fed. Univ. of Pernambuco, Recife"],"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Center of Inf., Fed. Univ. of Pernambuco, Recife","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109916455","display_name":"Francisco A. T. de Carvalho","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"]},{"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":"Francisco A. T. de Carvalho","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil","Center of Inf., Fed. Univ. of Pernambuco, Recife"],"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Center of Inf., Fed. Univ. of Pernambuco, Recife","institution_ids":["https://openalex.org/I71437568"]}]},{"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"]},{"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":"Teresa B. Ludermir","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil","Center of Inf., Fed. Univ. of Pernambuco, Recife"],"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Center of Inf., Fed. Univ. of Pernambuco, Recife","institution_ids":["https://openalex.org/I71437568"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043908600"],"corresponding_institution_ids":["https://openalex.org/I25112270","https://openalex.org/I71437568"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.096694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1938","last_page":"1944"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9995999932289124,"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/T10320","display_name":"Neural Networks and Applications","score":0.9995999932289124,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9929999709129333,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9546999931335449,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.8811646699905396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7070149183273315},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.601433515548706},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5689889192581177},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5673165917396545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5308873057365417},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4965375065803528},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4573400318622589},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4125978946685791},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3992511034011841},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.36548301577568054},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34254512190818787},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18979328870773315}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.8811646699905396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7070149183273315},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.601433515548706},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5689889192581177},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5673165917396545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5308873057365417},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4965375065803528},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4573400318622589},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4125978946685791},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3992511034011841},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.36548301577568054},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34254512190818787},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18979328870773315},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2008.4634063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W18216792","https://openalex.org/W1490760466","https://openalex.org/W1565746575","https://openalex.org/W1639032689","https://openalex.org/W2000302164","https://openalex.org/W2046593516","https://openalex.org/W2060358758","https://openalex.org/W2084812512","https://openalex.org/W2090826610","https://openalex.org/W2095343772","https://openalex.org/W2095738798","https://openalex.org/W2096121715","https://openalex.org/W2113442785","https://openalex.org/W2123504579","https://openalex.org/W2124776405","https://openalex.org/W2150583288","https://openalex.org/W2153067917","https://openalex.org/W2157080539","https://openalex.org/W2466512847","https://openalex.org/W2966207845","https://openalex.org/W2982720039","https://openalex.org/W3009784374","https://openalex.org/W3023540311","https://openalex.org/W4244494905","https://openalex.org/W6600754543"],"related_works":["https://openalex.org/W2163647484","https://openalex.org/W47248985","https://openalex.org/W2000270779","https://openalex.org/W2129486222","https://openalex.org/W3144175025","https://openalex.org/W2042716007","https://openalex.org/W1778024729","https://openalex.org/W1980841486","https://openalex.org/W2043816158","https://openalex.org/W2083844986"],"abstract_inverted_index":{"One":[0],"of":[1,27,46,66,81],"the":[2,15,24,38,44,54,79,82],"main":[3],"obstacles":[4],"to":[5,23,52,77],"obtain":[6],"an":[7,34],"artificial":[8],"neural":[9],"network":[10],"with":[11,33,58,70],"reasonable":[12],"performance":[13],"is":[14],"parameter":[16],"setting.":[17],"This":[18],"work":[19],"proposes":[20],"a":[21,47],"methodology":[22],"automatic":[25],"definition":[26],"RBF":[28],"(radial":[29],"basis":[30],"function)":[31],"networks":[32,57],"appropriate":[35],"configuration":[36],"for":[37,56],"selected":[39],"classification":[40],"problems.":[41],"We":[42],"propose":[43],"use":[45],"memetic":[48],"algorithm":[49],"in":[50],"order":[51],"perform":[53],"search":[55],"minimum":[59],"architecture":[60],"and":[61,73],"error":[62],"rate.":[63],"A":[64],"set":[65],"experiments":[67],"was":[68],"made":[69],"four":[71],"datasets":[72],"we":[74],"were":[75],"able":[76],"show":[78],"effectiveness":[80],"method.":[83]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}