{"id":"https://openalex.org/W3014527907","doi":"https://doi.org/10.1007/978-3-030-44094-7_3","title":"Incremental Evolution and Development of Deep Artificial Neural Networks","display_name":"Incremental Evolution and Development of Deep Artificial Neural Networks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014527907","doi":"https://doi.org/10.1007/978-3-030-44094-7_3","mag":"3014527907"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-44094-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-44094-7_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2004.00302","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086444036","display_name":"Filipe Assun\u00e7\u00e3o","orcid":"https://orcid.org/0000-0002-0915-8475"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Filipe Assun\u00e7\u00e3o","raw_affiliation_strings":["CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal","LASIGE, Department of Informatics, Faculdade de Ciencias, Universidade de Lisboa, Lisbon, Portugal","CISUC, Dept. of Informatics Engineering, University of Coimbra , Coimbra Portugal"],"raw_orcid":"https://orcid.org/0000-0002-0915-8475","affiliations":[{"raw_affiliation_string":"CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"LASIGE, Department of Informatics, Faculdade de Ciencias, Universidade de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]},{"raw_affiliation_string":"CISUC, Dept. of Informatics Engineering, University of Coimbra , Coimbra Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090202770","display_name":"Nuno Louren\u00e7o","orcid":"https://orcid.org/0000-0002-2154-0642"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno Louren\u00e7o","raw_affiliation_strings":["CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal","University of Coimbra, Coimbra, Portugal","CISUC, Dept. of Informatics Engineering, University of Coimbra , Coimbra Portugal"],"raw_orcid":"https://orcid.org/0000-0002-2154-0642","affiliations":[{"raw_affiliation_string":"CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"CISUC, Dept. of Informatics Engineering, University of Coimbra , Coimbra Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046882659","display_name":"Bernardete Ribeiro","orcid":"https://orcid.org/0000-0002-9770-7672"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bernardete Ribeiro","raw_affiliation_strings":["CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal","CISUC, Dept. of Informatics Engineering, University of Coimbra , Coimbra Portugal"],"raw_orcid":"https://orcid.org/0000-0002-9770-7672","affiliations":[{"raw_affiliation_string":"CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"CISUC, Dept. of Informatics Engineering, University of Coimbra , Coimbra Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035863026","display_name":"Penousal Machado","orcid":"https://orcid.org/0000-0002-6308-6484"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Penousal Machado","raw_affiliation_strings":["CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal","University of Coimbra"],"raw_orcid":"https://orcid.org/0000-0002-6308-6484","affiliations":[{"raw_affiliation_string":"CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"University of Coimbra","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086444036"],"corresponding_institution_ids":["https://openalex.org/I141596103","https://openalex.org/I76903346"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.55,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66035571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9983000159263611,"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":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.7400820851325989},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.6765109300613403},{"id":"https://openalex.org/keywords/neuroevolution","display_name":"Neuroevolution","score":0.6300927400588989},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6280434727668762},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6135875582695007},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5918043255805969},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5729225277900696},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5208545327186584},{"id":"https://openalex.org/keywords/evolutionary-acquisition-of-neural-topologies","display_name":"Evolutionary acquisition of neural topologies","score":0.4770883023738861},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.46022871136665344},{"id":"https://openalex.org/keywords/development","display_name":"Development (topology)","score":0.44719386100769043},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.44610467553138733},{"id":"https://openalex.org/keywords/evolution-strategy","display_name":"Evolution strategy","score":0.4302644729614258},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4246668815612793},{"id":"https://openalex.org/keywords/incremental-learning","display_name":"Incremental learning","score":0.41376906633377075},{"id":"https://openalex.org/keywords/scratch","display_name":"Scratch","score":0.41282325983047485},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22187909483909607},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.20330607891082764},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1271313726902008},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.08660969138145447}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7400820851325989},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.6765109300613403},{"id":"https://openalex.org/C118070581","wikidata":"https://www.wikidata.org/wiki/Q2060528","display_name":"Neuroevolution","level":3,"score":0.6300927400588989},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6280434727668762},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6135875582695007},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5918043255805969},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5729225277900696},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5208545327186584},{"id":"https://openalex.org/C41445625","wikidata":"https://www.wikidata.org/wiki/Q5418685","display_name":"Evolutionary acquisition of neural topologies","level":4,"score":0.4770883023738861},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.46022871136665344},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.44719386100769043},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.44610467553138733},{"id":"https://openalex.org/C207002847","wikidata":"https://www.wikidata.org/wiki/Q2912857","display_name":"Evolution strategy","level":3,"score":0.4302644729614258},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4246668815612793},{"id":"https://openalex.org/C2780735816","wikidata":"https://www.wikidata.org/wiki/Q28324931","display_name":"Incremental learning","level":2,"score":0.41376906633377075},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.41282325983047485},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22187909483909607},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.20330607891082764},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1271313726902008},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.08660969138145447},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-44094-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-44094-7_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2004.00302","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.00302","pdf_url":"https://arxiv.org/pdf/2004.00302","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3014527907","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2004.00302","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2004.00302","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2004.00302","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2004.00302","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.00302","pdf_url":"https://arxiv.org/pdf/2004.00302","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W86302728","https://openalex.org/W1548589545","https://openalex.org/W1581066146","https://openalex.org/W1602043737","https://openalex.org/W1982871396","https://openalex.org/W1998582365","https://openalex.org/W2111935653","https://openalex.org/W2112796928","https://openalex.org/W2119814172","https://openalex.org/W2133013156","https://openalex.org/W2148067905","https://openalex.org/W2160644528","https://openalex.org/W2171658832","https://openalex.org/W2335728318","https://openalex.org/W2535731875","https://openalex.org/W2592916831","https://openalex.org/W2593744649","https://openalex.org/W2594529350","https://openalex.org/W2606006859","https://openalex.org/W2735075612","https://openalex.org/W2750384547","https://openalex.org/W2781688883","https://openalex.org/W2810294523","https://openalex.org/W2890490616","https://openalex.org/W2892366900","https://openalex.org/W2923637009","https://openalex.org/W2940149919","https://openalex.org/W2951670162","https://openalex.org/W2965658867","https://openalex.org/W3099343340","https://openalex.org/W3118608800","https://openalex.org/W6608787117","https://openalex.org/W6734593296"],"related_works":["https://openalex.org/W1828108840","https://openalex.org/W2796541468","https://openalex.org/W6071106","https://openalex.org/W141216533","https://openalex.org/W2923002339","https://openalex.org/W2479609865","https://openalex.org/W3033963148","https://openalex.org/W2901595945","https://openalex.org/W1991147093","https://openalex.org/W2793155662","https://openalex.org/W2952656820","https://openalex.org/W2922410253","https://openalex.org/W3135263267","https://openalex.org/W2963255279","https://openalex.org/W3118329988","https://openalex.org/W2805106604","https://openalex.org/W2992256063","https://openalex.org/W56695113","https://openalex.org/W3103206163","https://openalex.org/W35811314"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}