{"id":"https://openalex.org/W2161205534","doi":"https://doi.org/10.1162/089976603322385126","title":"Speeding Up Backpropagation Using Multiobjective Evolutionary Algorithms","display_name":"Speeding Up Backpropagation Using Multiobjective Evolutionary Algorithms","publication_year":2003,"publication_date":"2003-09-25","ids":{"openalex":"https://openalex.org/W2161205534","doi":"https://doi.org/10.1162/089976603322385126","mag":"2161205534","pmid":"https://pubmed.ncbi.nlm.nih.gov/14577859"},"language":"en","primary_location":{"id":"doi:10.1162/089976603322385126","is_oa":false,"landing_page_url":"https://doi.org/10.1162/089976603322385126","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5022974795","display_name":"Hussein A. Abbass","orcid":"https://orcid.org/0000-0002-8837-0748"},"institutions":[{"id":"https://openalex.org/I40053085","display_name":"Australian Defence Force Academy","ror":"https://ror.org/02j5s7g39","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I40053085","https://openalex.org/I4394709116"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Hussein A. Abbass","raw_affiliation_strings":["Artificial Life and Adaptive Robotics Lab, School of Information Technology and Electrical Engineering, University of New South Wales, Australian Defence Force Academy, Canberra, ACT 2600, Australia,"],"affiliations":[{"raw_affiliation_string":"Artificial Life and Adaptive Robotics Lab, School of Information Technology and Electrical Engineering, University of New South Wales, Australian Defence Force Academy, Canberra, ACT 2600, Australia,","institution_ids":["https://openalex.org/I40053085","https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5022974795"],"corresponding_institution_ids":["https://openalex.org/I31746571","https://openalex.org/I40053085"],"apc_list":null,"apc_paid":null,"fwci":15.4428,"has_fulltext":false,"cited_by_count":146,"citation_normalized_percentile":{"value":0.99026064,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"11","first_page":"2705","last_page":"2726"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10320","display_name":"Neural Networks and Applications","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"}}],"keywords":[{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.7860196828842163},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7269277572631836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.714622974395752},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6791689395904541},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5798131227493286},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.563170313835144},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5147848129272461},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5019745826721191},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49090081453323364},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4765239953994751},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44589850306510925},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.43294399976730347},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36474552750587463},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3465951085090637},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17661303281784058}],"concepts":[{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.7860196828842163},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7269277572631836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.714622974395752},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6791689395904541},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5798131227493286},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.563170313835144},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5147848129272461},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5019745826721191},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49090081453323364},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4765239953994751},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44589850306510925},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.43294399976730347},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36474552750587463},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3465951085090637},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17661303281784058},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1162/089976603322385126","is_oa":false,"landing_page_url":"https://doi.org/10.1162/089976603322385126","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:14577859","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/14577859","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural computation","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.15.207","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.15.207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.adfa.edu.au/~abbass/publications/hardcopies/NECO-SPANN.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W165295313","https://openalex.org/W1516499296","https://openalex.org/W1538445065","https://openalex.org/W1553373771","https://openalex.org/W1573503290","https://openalex.org/W1595159159","https://openalex.org/W1595498733","https://openalex.org/W1597668349","https://openalex.org/W1607307504","https://openalex.org/W1612556207","https://openalex.org/W1694594565","https://openalex.org/W1905847227","https://openalex.org/W1945057821","https://openalex.org/W1947393338","https://openalex.org/W1957430778","https://openalex.org/W1966253115","https://openalex.org/W1969557815","https://openalex.org/W1976294505","https://openalex.org/W1980515656","https://openalex.org/W1998674867","https://openalex.org/W2001773175","https://openalex.org/W2012041274","https://openalex.org/W2035281354","https://openalex.org/W2052234900","https://openalex.org/W2053900989","https://openalex.org/W2070970059","https://openalex.org/W2084812512","https://openalex.org/W2105002267","https://openalex.org/W2106334424","https://openalex.org/W2111935653","https://openalex.org/W2116661285","https://openalex.org/W2124290836","https://openalex.org/W2124776405","https://openalex.org/W2129695810","https://openalex.org/W2132418090","https://openalex.org/W2140066605","https://openalex.org/W2142256019","https://openalex.org/W2142334564","https://openalex.org/W2146300243","https://openalex.org/W2152033532","https://openalex.org/W2159115053","https://openalex.org/W2235047952","https://openalex.org/W2261054240","https://openalex.org/W2486609979","https://openalex.org/W2766736793","https://openalex.org/W2802620382","https://openalex.org/W2982720039","https://openalex.org/W3121926921","https://openalex.org/W3137715965","https://openalex.org/W3207342693"],"related_works":["https://openalex.org/W2147204676","https://openalex.org/W4250606376","https://openalex.org/W4245579487","https://openalex.org/W2900645952","https://openalex.org/W2511867030","https://openalex.org/W2510912342","https://openalex.org/W4235939038","https://openalex.org/W2754926431","https://openalex.org/W4297582752","https://openalex.org/W2787833928"],"abstract_inverted_index":{"The":[0,18,42,84,98],"use":[1],"of":[2,26,37,44,66,103,140],"backpropagation":[3],"for":[4,81],"training":[5,16,38,82,116,143],"artificial":[6,77],"neural":[7,78],"networks":[8],"(ANNs)":[9],"is":[10,40,47,70,87,100,138],"usually":[11],"associated":[12],"with":[13,23,29,105,127],"a":[14,24,54,59,101,124],"long":[15],"process.":[17],"user":[19],"needs":[20],"to":[21,48,72,89,112,146],"experiment":[22],"number":[25],"network":[27,79,92,107],"architectures;":[28],"larger":[30],"networks,":[31,104],"more":[32],"computational":[33,129],"cost":[34],"in":[35,108],"terms":[36],"time":[39,144],"required.":[41],"objective":[43],"this":[45,69],"letter":[46],"present":[49,123],"an":[50],"optimization":[51],"algorithm,":[52],"comprising":[53],"multiobjective":[55],"evolutionary":[56,85],"algorithm":[57,80],"and":[58,93,118],"gradient-based":[60,147],"local":[61],"search.":[62],"In":[63],"the":[64,67,74,91,109,115,119,135,142],"rest":[65],"letter,":[68],"referred":[71],"as":[73],"memetic":[75],"Pareto":[76],"ANNs.":[83],"approach":[86],"used":[88],"train":[90],"simultaneously":[94],"optimize":[95,113],"its":[96],"architecture.":[97,120],"result":[99],"set":[102,110],"each":[106],"attempting":[111],"both":[114],"error":[117],"We":[121,131],"also":[122],"self-adaptive":[125],"version":[126],"lower":[128],"cost.":[130],"show":[132],"empirically":[133],"that":[134],"proposed":[136],"method":[137],"capable":[139],"reducing":[141],"compared":[145],"techniques.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}