{"id":"https://openalex.org/W3083663770","doi":"https://doi.org/10.1109/cec48606.2020.9185847","title":"On the Use of Cultural Enhancement Strategies to Improve the NEAT Algorithm","display_name":"On the Use of Cultural Enhancement Strategies to Improve the NEAT Algorithm","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3083663770","doi":"https://doi.org/10.1109/cec48606.2020.9185847","mag":"3083663770"},"language":"en","primary_location":{"id":"doi:10.1109/cec48606.2020.9185847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec48606.2020.9185847","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5113915962","display_name":"Arthur L. A. Paulino","orcid":null},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Arthur L. A. Paulino","raw_affiliation_strings":["Department of Computer Science, Universidade Federal do Cear\u00e1, Fortaleza, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidade Federal do Cear\u00e1, Fortaleza, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050045611","display_name":"Yuri Lenon Barbosa Nogueira","orcid":"https://orcid.org/0000-0003-4778-8133"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Yuri L. B. Nogueira","raw_affiliation_strings":["Department of Computer Science, Universidade Federal do Cear\u00e1, Fortaleza, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidade Federal do Cear\u00e1, Fortaleza, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072342562","display_name":"Joao P. P. Gome","orcid":null},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joao P. P. Gome","raw_affiliation_strings":["Department of Computer Science, Universidade Federal do Cear\u00e1, Fortaleza, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidade Federal do Cear\u00e1, Fortaleza, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009178588","display_name":"C\u00e9sar Mattos","orcid":"https://orcid.org/0000-0002-2404-3625"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cesar L. C. Mattos","raw_affiliation_strings":["Department of Computer Science, Universidade Federal do Cear\u00e1, Fortaleza, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidade Federal do Cear\u00e1, Fortaleza, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041880544","display_name":"Leonardo Ramos Rodrigues","orcid":"https://orcid.org/0000-0003-3843-9265"},"institutions":[{"id":"https://openalex.org/I4210123805","display_name":"Instituto de Aeron\u00e1utica e Espa\u00e7o","ror":"https://ror.org/025n1fp68","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210123805"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo R. Rodrigues","raw_affiliation_strings":["Electronics Division, Institute of Aeronautics and Space, S\u00e3ao Jos\u00e9 dos Campos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Division, Institute of Aeronautics and Space, S\u00e3ao Jos\u00e9 dos Campos, Brazil","institution_ids":["https://openalex.org/I4210123805"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"abs 1703 548","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998999834060669,"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/T12676","display_name":"Machine Learning and ELM","score":0.9998999834060669,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9952999949455261,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/neuroevolution","display_name":"Neuroevolution","score":0.8504908084869385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7073519825935364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6569141149520874},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.6489657759666443},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6478539109230042},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6234353184700012},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.61967533826828},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5634399056434631},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.514860987663269},{"id":"https://openalex.org/keywords/sociocultural-evolution","display_name":"Sociocultural evolution","score":0.4731777012348175},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.44395846128463745},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32665541768074036},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.10752412676811218}],"concepts":[{"id":"https://openalex.org/C118070581","wikidata":"https://www.wikidata.org/wiki/Q2060528","display_name":"Neuroevolution","level":3,"score":0.8504908084869385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7073519825935364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6569141149520874},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.6489657759666443},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6478539109230042},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6234353184700012},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.61967533826828},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5634399056434631},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.514860987663269},{"id":"https://openalex.org/C196187386","wikidata":"https://www.wikidata.org/wiki/Q1050187","display_name":"Sociocultural evolution","level":2,"score":0.4731777012348175},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.44395846128463745},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32665541768074036},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.10752412676811218},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec48606.2020.9185847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec48606.2020.9185847","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1504962226","https://openalex.org/W1600437712","https://openalex.org/W1961821072","https://openalex.org/W1979356488","https://openalex.org/W1979356863","https://openalex.org/W1988115241","https://openalex.org/W2027475699","https://openalex.org/W2034461696","https://openalex.org/W2045491133","https://openalex.org/W2049977253","https://openalex.org/W2056836848","https://openalex.org/W2091565802","https://openalex.org/W2097571405","https://openalex.org/W2104242071","https://openalex.org/W2111935653","https://openalex.org/W2119814172","https://openalex.org/W2121971770","https://openalex.org/W2131960077","https://openalex.org/W2139165539","https://openalex.org/W2140685838","https://openalex.org/W2166563835","https://openalex.org/W2171658832","https://openalex.org/W2227830220","https://openalex.org/W2593744649","https://openalex.org/W2766736793","https://openalex.org/W4245162326","https://openalex.org/W4300750523","https://openalex.org/W6679831534","https://openalex.org/W6684565161","https://openalex.org/W6734864916","https://openalex.org/W6742324593","https://openalex.org/W7065603513"],"related_works":["https://openalex.org/W2168909409","https://openalex.org/W2144357723","https://openalex.org/W2950402165","https://openalex.org/W2114981325","https://openalex.org/W4302038648","https://openalex.org/W2099397840","https://openalex.org/W2249125133","https://openalex.org/W2857150653","https://openalex.org/W1696690530","https://openalex.org/W4385488312"],"abstract_inverted_index":{"Knowledge":[0],"transmitted":[1],"between":[2],"generations":[3],"by":[4],"non-genetic":[5],"means":[6],"can":[7],"be":[8,106,123],"understood":[9],"as":[10,135,137],"culture.":[11],"The":[12,32,86],"capacity":[13],"of":[14,34,68,77,119,139],"individuals":[15,104],"from":[16],"certain":[17],"species":[18],"to":[19,43,72,105,122],"teach":[20],"and":[21,74,95,116],"learn":[22],"plays":[23],"a":[24,46,64],"fundamental":[25],"role":[26],"in":[27,59,89,113],"directing":[28],"the":[29,51,66,79,90,93,96,103,108,114,117,120,140,144],"evolutionary":[30],"process.":[31],"Neuroevolution":[33],"Augmenting":[35],"Topologies":[36],"(NEAT)":[37],"framework":[38,81],"enables":[39],"evolving":[40],"neural":[41],"structures":[42],"iteratively":[44],"solve":[45],"given":[47],"learning":[48,84,101,129],"problem.":[49],"However,":[50],"NEAT":[52,80],"approach":[53],"does":[54],"not":[55],"consider":[56],"cultural":[57,133],"aspects":[58],"its":[60],"formulation.":[61],"In":[62],"such":[63],"context,":[65],"aim":[67],"this":[69],"paper":[70],"is":[71],"propose":[73],"evaluate":[75],"ways":[76],"enhancing":[78],"with":[82],"additional":[83],"approaches.":[85],"parameters":[87],"involved":[88],"analysis":[91],"comprise":[92],"Backpropagation":[94],"Extreme":[97],"Learning":[98],"Machine":[99],"(ELM)":[100],"algorithms,":[102],"taught,":[107],"moment":[109],"when":[110],"culture":[111],"manifests":[112],"system,":[115],"nature":[118],"lessons":[121],"learned.":[124],"Empirical":[125],"results":[126],"on":[127],"sequential":[128],"tasks":[130],"indicate":[131],"that":[132],"enhancements,":[134],"well":[136],"some":[138],"proposed":[141],"variations,":[142],"accelerate":[143],"neuroevolution":[145],"convergence.":[146]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
