{"id":"https://openalex.org/W2963591664","doi":"https://doi.org/10.1007/978-3-030-25629-6_111","title":"An Evolutionary Approach to Hyper-Parameter Optimization of Neural Networks","display_name":"An Evolutionary Approach to Hyper-Parameter Optimization of Neural Networks","publication_year":2019,"publication_date":"2019-07-24","ids":{"openalex":"https://openalex.org/W2963591664","doi":"https://doi.org/10.1007/978-3-030-25629-6_111","mag":"2963591664"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-25629-6_111","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-25629-6_111","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5037552907","display_name":"Marco Stang","orcid":"https://orcid.org/0009-0002-3364-4964"},"institutions":[{"id":"https://openalex.org/I4210088543","display_name":"Institut f\u00fcr Informationsverarbeitung","ror":"https://ror.org/0047j9t38","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210088543"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marco Stang","raw_affiliation_strings":["Institut f\u00fcr Technik der Informationsverarbeitung (ITIV), Engesserstra\u00dfe 5, 76049, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Technik der Informationsverarbeitung (ITIV), Engesserstra\u00dfe 5, 76049, Karlsruhe, Germany","institution_ids":["https://openalex.org/I4210088543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063681393","display_name":"Christopher Meier","orcid":"https://orcid.org/0000-0002-2586-9832"},"institutions":[{"id":"https://openalex.org/I4210088543","display_name":"Institut f\u00fcr Informationsverarbeitung","ror":"https://ror.org/0047j9t38","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210088543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christopher Meier","raw_affiliation_strings":["Institut f\u00fcr Technik der Informationsverarbeitung (ITIV), Engesserstra\u00dfe 5, 76049, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Technik der Informationsverarbeitung (ITIV), Engesserstra\u00dfe 5, 76049, Karlsruhe, Germany","institution_ids":["https://openalex.org/I4210088543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068740666","display_name":"Vinzenz Rau","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088543","display_name":"Institut f\u00fcr Informationsverarbeitung","ror":"https://ror.org/0047j9t38","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210088543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vinzenz Rau","raw_affiliation_strings":["Institut f\u00fcr Technik der Informationsverarbeitung (ITIV), Engesserstra\u00dfe 5, 76049, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Technik der Informationsverarbeitung (ITIV), Engesserstra\u00dfe 5, 76049, Karlsruhe, Germany","institution_ids":["https://openalex.org/I4210088543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080457302","display_name":"Eric Sax","orcid":"https://orcid.org/0000-0003-2567-2340"},"institutions":[{"id":"https://openalex.org/I4210088543","display_name":"Institut f\u00fcr Informationsverarbeitung","ror":"https://ror.org/0047j9t38","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210088543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eric Sax","raw_affiliation_strings":["Institut f\u00fcr Technik der Informationsverarbeitung (ITIV), Engesserstra\u00dfe 5, 76049, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Technik der Informationsverarbeitung (ITIV), Engesserstra\u00dfe 5, 76049, Karlsruhe, Germany","institution_ids":["https://openalex.org/I4210088543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037552907"],"corresponding_institution_ids":["https://openalex.org/I4210088543"],"apc_list":null,"apc_paid":null,"fwci":6.9353,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97759824,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"713","last_page":"718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9965000152587891,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9599999785423279,"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":0.95660001039505,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7166370749473572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6747497320175171},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6477559804916382},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6378535628318787},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6123409271240234},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5487962961196899},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5009763240814209},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47210898995399475},{"id":"https://openalex.org/keywords/evolutionary-acquisition-of-neural-topologies","display_name":"Evolutionary acquisition of neural topologies","score":0.47062423825263977},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4499189257621765},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4328072667121887},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.43051931262016296},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.37826216220855713},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.3673221468925476},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1806105077266693}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7166370749473572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6747497320175171},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6477559804916382},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6378535628318787},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6123409271240234},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5487962961196899},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5009763240814209},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47210898995399475},{"id":"https://openalex.org/C41445625","wikidata":"https://www.wikidata.org/wiki/Q5418685","display_name":"Evolutionary acquisition of neural topologies","level":4,"score":0.47062423825263977},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4499189257621765},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4328072667121887},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.43051931262016296},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.37826216220855713},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.3673221468925476},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1806105077266693},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-25629-6_111","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-25629-6_111","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W831169327","https://openalex.org/W2802407525","https://openalex.org/W2906515322","https://openalex.org/W4237592208"],"related_works":["https://openalex.org/W2106344388","https://openalex.org/W1976294505","https://openalex.org/W1976208705","https://openalex.org/W2348559559","https://openalex.org/W2547836621","https://openalex.org/W1822215690","https://openalex.org/W2062014999","https://openalex.org/W106595692","https://openalex.org/W4391064206","https://openalex.org/W1984950191"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}