{"id":"https://openalex.org/W3155251157","doi":"https://doi.org/10.3390/a14050127","title":"Difference-Based Mutation Operation for Neuroevolution of Augmented Topologies","display_name":"Difference-Based Mutation Operation for Neuroevolution of Augmented Topologies","publication_year":2021,"publication_date":"2021-04-21","ids":{"openalex":"https://openalex.org/W3155251157","doi":"https://doi.org/10.3390/a14050127","mag":"3155251157"},"language":"en","primary_location":{"id":"doi:10.3390/a14050127","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a14050127","pdf_url":"https://www.mdpi.com/1999-4893/14/5/127/pdf?version=1618989168","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/14/5/127/pdf?version=1618989168","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002679497","display_name":"Vladimir Stanovov","orcid":"https://orcid.org/0000-0002-1695-5798"},"institutions":[{"id":"https://openalex.org/I4210105890","display_name":"Siberian State University of Telecommunications and Information Science","ror":"https://ror.org/019vbp610","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210105890"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Vladimir Stanovov","raw_affiliation_strings":["Institute of Informatics and Telecommunication, Reshetnev Siberian State University of Science and Technology, 660037 Krasnoyarsk, Russia"],"raw_orcid":"https://orcid.org/0000-0002-1695-5798","affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telecommunication, Reshetnev Siberian State University of Science and Technology, 660037 Krasnoyarsk, Russia","institution_ids":["https://openalex.org/I4210105890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035659737","display_name":"Shakhnaz Akhmedova","orcid":"https://orcid.org/0000-0003-2927-1974"},"institutions":[{"id":"https://openalex.org/I4210105890","display_name":"Siberian State University of Telecommunications and Information Science","ror":"https://ror.org/019vbp610","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210105890"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Shakhnaz Akhmedova","raw_affiliation_strings":["Institute of Informatics and Telecommunication, Reshetnev Siberian State University of Science and Technology, 660037 Krasnoyarsk, Russia"],"raw_orcid":"https://orcid.org/0000-0003-2927-1974","affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telecommunication, Reshetnev Siberian State University of Science and Technology, 660037 Krasnoyarsk, Russia","institution_ids":["https://openalex.org/I4210105890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035349875","display_name":"Eugene Semenkin","orcid":"https://orcid.org/0000-0002-3776-5707"},"institutions":[{"id":"https://openalex.org/I4210105890","display_name":"Siberian State University of Telecommunications and Information Science","ror":"https://ror.org/019vbp610","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210105890"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Eugene Semenkin","raw_affiliation_strings":["Institute of Informatics and Telecommunication, Reshetnev Siberian State University of Science and Technology, 660037 Krasnoyarsk, Russia"],"raw_orcid":"https://orcid.org/0000-0002-3776-5707","affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telecommunication, Reshetnev Siberian State University of Science and Technology, 660037 Krasnoyarsk, Russia","institution_ids":["https://openalex.org/I4210105890"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002679497"],"corresponding_institution_ids":["https://openalex.org/I4210105890"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.1302,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55271177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"14","issue":"5","first_page":"127","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994000196456909,"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":0.9876999855041504,"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":0.8628838062286377},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.6333489418029785},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6075135469436646},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5496854782104492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5340940356254578},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4998128414154053},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4472895860671997},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4385703206062317},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4378213882446289},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42886024713516235},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.42175835371017456},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39892885088920593},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35913825035095215},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.35382211208343506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3257712721824646},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2327030897140503}],"concepts":[{"id":"https://openalex.org/C118070581","wikidata":"https://www.wikidata.org/wiki/Q2060528","display_name":"Neuroevolution","level":3,"score":0.8628838062286377},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.6333489418029785},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6075135469436646},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5496854782104492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5340940356254578},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4998128414154053},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4472895860671997},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4385703206062317},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4378213882446289},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42886024713516235},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.42175835371017456},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39892885088920593},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35913825035095215},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.35382211208343506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3257712721824646},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2327030897140503},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a14050127","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a14050127","pdf_url":"https://www.mdpi.com/1999-4893/14/5/127/pdf?version=1618989168","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6a00710ed02e4765ab7d5fdd5b755283","is_oa":true,"landing_page_url":"https://doaj.org/article/6a00710ed02e4765ab7d5fdd5b755283","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 14, Iss 5, p 127 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/14/5/127/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a14050127","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms; Volume 14; Issue 5; Pages: 127","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a14050127","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a14050127","pdf_url":"https://www.mdpi.com/1999-4893/14/5/127/pdf?version=1618989168","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2019218499","display_name":null,"funder_award_id":"FEFE-2020-0013","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"},{"id":"https://openalex.org/G2409604407","display_name":null,"funder_award_id":"-2020-0013","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"}],"funders":[{"id":"https://openalex.org/F4320327494","display_name":"Ministry of Science and Higher Education of the Russian Federation","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3155251157.pdf","grobid_xml":"https://content.openalex.org/works/W3155251157.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W169320414","https://openalex.org/W1493251701","https://openalex.org/W1595159159","https://openalex.org/W1976294505","https://openalex.org/W1976744965","https://openalex.org/W2023674167","https://openalex.org/W2064675550","https://openalex.org/W2096222424","https://openalex.org/W2101234009","https://openalex.org/W2111935653","https://openalex.org/W2114934447","https://openalex.org/W2118706537","https://openalex.org/W2132194070","https://openalex.org/W2138784882","https://openalex.org/W2146713522","https://openalex.org/W2148067905","https://openalex.org/W2171658832","https://openalex.org/W2422098725","https://openalex.org/W2543580944","https://openalex.org/W2593744649","https://openalex.org/W2765982206","https://openalex.org/W2771727678","https://openalex.org/W2782417188","https://openalex.org/W2796541468","https://openalex.org/W2911964244","https://openalex.org/W2919115771","https://openalex.org/W2963821229","https://openalex.org/W2997026295","https://openalex.org/W3003387224","https://openalex.org/W3045526379","https://openalex.org/W3083205286","https://openalex.org/W3083390247","https://openalex.org/W3099414634","https://openalex.org/W3131177152","https://openalex.org/W3149912667","https://openalex.org/W4255158661","https://openalex.org/W6675354045","https://openalex.org/W6677354145","https://openalex.org/W6681804199","https://openalex.org/W6682642761","https://openalex.org/W6734593296"],"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/W4386790559","https://openalex.org/W2111935653","https://openalex.org/W4385483662"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,75,90],"novel":[4],"search":[5,33],"operation":[6],"is":[7,44,87,104,118],"proposed":[8],"for":[9,34],"the":[10,16,22,27,40,48,59,71,96,107,125,133],"neuroevolution":[11,63],"of":[12,39,77,92],"augmented":[13],"topologies,":[14],"namely":[15],"difference-based":[17],"mutation.":[18],"This":[19],"operator":[20,128],"uses":[21,74],"differences":[23],"between":[24,106],"individuals":[25],"in":[26,70,136],"population":[28],"to":[29,47,52,115,132],"perform":[30],"more":[31],"efficient":[32],"optimal":[35],"weights":[36],"and":[37,55,68,73,83,95,110,139],"structure":[38],"model.":[41],"The":[42,61,85,102,113,120],"difference":[43],"determined":[45],"according":[46],"innovation":[49],"numbers":[50],"assigned":[51],"each":[53],"node":[54],"connection,":[56],"allowing":[57],"tracking":[58],"changes.":[60],"implemented":[62],"algorithm":[64,86],"allows":[65],"backward":[66],"connections":[67,81],"loops":[69],"topology,":[72],"set":[76,91],"mutation":[78],"operators,":[79],"including":[80],"merging":[82],"deletion.":[84],"tested":[88],"on":[89],"classification":[93,134],"problems":[94],"rotary":[97],"inverted":[98],"pendulum":[99],"control":[100,143],"problem.":[101],"comparison":[103],"performed":[105],"basic":[108],"approach":[109],"modified":[111],"versions.":[112],"sensitivity":[114],"parameter":[116],"values":[117],"examined.":[119],"experimental":[121],"results":[122],"prove":[123],"that":[124],"newly":[126],"developed":[127],"delivers":[129],"significant":[130],"improvements":[131],"quality":[135],"several":[137],"cases,":[138],"allow":[140],"finding":[141],"better":[142],"algorithms.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2021-04-26T00:00:00"}
