{"id":"https://openalex.org/W2812498674","doi":"https://doi.org/10.1145/3205651.3208766","title":"Configuring the parameters of artificial neural networks using neuroevoiution and automatic algorithm configuration","display_name":"Configuring the parameters of artificial neural networks using neuroevoiution and automatic algorithm configuration","publication_year":2018,"publication_date":"2018-07-06","ids":{"openalex":"https://openalex.org/W2812498674","doi":"https://doi.org/10.1145/3205651.3208766","mag":"2812498674"},"language":"en","primary_location":{"id":"doi:10.1145/3205651.3208766","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3205651.3208766","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3205651.3208766&file=p61-papavasileiou_suppl.pdf","source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3205651.3208766&file=p61-papavasileiou_suppl.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004119249","display_name":"Evgenia Papavasileiou","orcid":"https://orcid.org/0000-0002-8687-2808"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Evgenia Papavasileiou","raw_affiliation_strings":["Vrije Universiteit Brussel (VUB) and imec"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Brussel (VUB) and imec","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059882142","display_name":"Bart Jansen","orcid":"https://orcid.org/0000-0001-8042-6834"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart Jansen","raw_affiliation_strings":["Vrije Universiteit Brussel (VUB), and imec"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Brussel (VUB), and imec","institution_ids":["https://openalex.org/I13469542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004119249"],"corresponding_institution_ids":["https://openalex.org/I13469542"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07452681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987000226974487,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987000226974487,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9965000152587891,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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"}}],"keywords":[{"id":"https://openalex.org/keywords/neuroevolution","display_name":"Neuroevolution","score":0.8725218772888184},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.775641679763794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6966754198074341},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5944535732269287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5708449482917786},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.532353401184082},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.49141013622283936},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43811365962028503},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33250850439071655}],"concepts":[{"id":"https://openalex.org/C118070581","wikidata":"https://www.wikidata.org/wiki/Q2060528","display_name":"Neuroevolution","level":3,"score":0.8725218772888184},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.775641679763794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6966754198074341},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5944535732269287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5708449482917786},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.532353401184082},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.49141013622283936},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43811365962028503},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33250850439071655},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3205651.3208766","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3205651.3208766","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3205651.3208766&file=p61-papavasileiou_suppl.pdf","source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:1561","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/configuring-the-parameters-of-artificial-neural-networks-using-neuroevolution-and-automatic-algorithm-configuration(e0e565ba-1571-488b-9057-cd18ad741042).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1145/3205651.3208766","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3205651.3208766","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3205651.3208766&file=p61-papavasileiou_suppl.pdf","source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2812498674.pdf","grobid_xml":"https://content.openalex.org/works/W2812498674.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W25914020","https://openalex.org/W107370486","https://openalex.org/W1976294505","https://openalex.org/W2071441967","https://openalex.org/W2100097207","https://openalex.org/W2111935653","https://openalex.org/W2141119792","https://openalex.org/W2162813238","https://openalex.org/W2588242161","https://openalex.org/W2605216006","https://openalex.org/W2734473668","https://openalex.org/W2785879317","https://openalex.org/W4232977802"],"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/W4386790559"],"abstract_inverted_index":{"NeuroEvolution":[0],"(NE)":[1],"is":[2,20,60,80],"a":[3,49],"powerful":[4],"method":[5,51,59],"that":[6,29,91],"uses":[7],"Evolutionary":[8],"Algorithms":[9],"(EAs)":[10],"for":[11,44],"learning":[12],"Artificial":[13],"Neural":[14],"Networks":[15],"(ANNs).":[16],"However,":[17],"NE's":[18],"performance":[19,79],"determined":[21],"by":[22],"the":[23,31,34,46,65,83,93,102],"definition":[24],"of":[25,27,33,48,71,85],"dozens":[26],"parameters":[28,47,94],"guide":[30],"search":[32],"EAs.":[35],"In":[36],"this":[37],"study":[38],"we":[39],"apply":[40],"automatic":[41],"algorithm":[42],"configuration":[43],"tuning":[45,92],"NE":[50,58,97],"in":[52,96,107],"an":[53],"offline":[54],"matter.":[55],"The":[56],"tuned":[57],"then":[61],"used":[62],"to":[63,82,100],"evolve":[64],"weights,":[66],"topology":[67],"and":[68,77],"activation":[69],"functions":[70],"ANNs":[72],"while":[73],"performing":[74],"feature":[75],"selection":[76],"its":[78],"compared":[81],"case":[84],"using":[86],"default":[87],"parameters.":[88],"We":[89],"show":[90],"results":[95],"methods":[98],"able":[99],"solve":[101],"problems":[103],"with":[104],"100%":[105],"accuracy":[106],"significantly":[108],"less":[109],"generations.":[110]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2018-07-19T00:00:00"}