{"id":"https://openalex.org/W3200776326","doi":"https://doi.org/10.1109/ijcnn52387.2021.9534329","title":"Machine Learning Evaluating Evolutionary Fitness Depending on Initial Conditions","display_name":"Machine Learning Evaluating Evolutionary Fitness Depending on Initial Conditions","publication_year":2021,"publication_date":"2021-07-18","ids":{"openalex":"https://openalex.org/W3200776326","doi":"https://doi.org/10.1109/ijcnn52387.2021.9534329","mag":"3200776326"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn52387.2021.9534329","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn52387.2021.9534329","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","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/A5064270293","display_name":"Oleg Kuzenkov","orcid":"https://orcid.org/0000-0001-9407-0517"},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Oleg Kuzenkov","raw_affiliation_strings":["Lobachevskiy State University,Institut of Information Technology,Nizhniy Novgorod,Russia","Institut of Information Technology, Lobachevskiy State University, Nizhniy Novgorod, Russia"],"affiliations":[{"raw_affiliation_string":"Lobachevskiy State University,Institut of Information Technology,Nizhniy Novgorod,Russia","institution_ids":["https://openalex.org/I79563041"]},{"raw_affiliation_string":"Institut of Information Technology, Lobachevskiy State University, Nizhniy Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003678484","display_name":"E. Ryabova","orcid":"https://orcid.org/0000-0003-3205-4786"},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Elena Ryabova","raw_affiliation_strings":["Lobachevskiy State University,Institut of Information Technology,Nizhniy Novgorod,Russia","Institut of Information Technology, Lobachevskiy State University, Nizhniy Novgorod, Russia"],"affiliations":[{"raw_affiliation_string":"Lobachevskiy State University,Institut of Information Technology,Nizhniy Novgorod,Russia","institution_ids":["https://openalex.org/I79563041"]},{"raw_affiliation_string":"Institut of Information Technology, Lobachevskiy State University, Nizhniy Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084075518","display_name":"A. Garcia","orcid":"https://orcid.org/0000-0001-9353-5773"},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Amparo Garcia Garcia","raw_affiliation_strings":["Lobachevskiy State University,Institut of Information Technology,Nizhniy Novgorod,Russia","Institut of Information Technology, Lobachevskiy State University, Nizhniy Novgorod, Russia"],"affiliations":[{"raw_affiliation_string":"Lobachevskiy State University,Institut of Information Technology,Nizhniy Novgorod,Russia","institution_ids":["https://openalex.org/I79563041"]},{"raw_affiliation_string":"Institut of Information Technology, Lobachevskiy State University, Nizhniy Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064270293"],"corresponding_institution_ids":["https://openalex.org/I79563041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13247028,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9879999756813049,"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":0.9879999756813049,"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/T11764","display_name":"Evolution and Genetic Dynamics","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9682000279426575,"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/fitness-approximation","display_name":"Fitness approximation","score":0.6317804455757141},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6103698015213013},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.5968449115753174},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5655434131622314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.549342691898346},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5400420427322388},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4893791079521179},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4888119399547577},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.47539982199668884},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.45125237107276917},{"id":"https://openalex.org/keywords/logistic-function","display_name":"Logistic function","score":0.4399017095565796},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4329947829246521},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2479255497455597},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.16131806373596191}],"concepts":[{"id":"https://openalex.org/C148392497","wikidata":"https://www.wikidata.org/wiki/Q16250539","display_name":"Fitness approximation","level":4,"score":0.6317804455757141},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6103698015213013},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.5968449115753174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5655434131622314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.549342691898346},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5400420427322388},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4893791079521179},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4888119399547577},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.47539982199668884},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.45125237107276917},{"id":"https://openalex.org/C180802074","wikidata":"https://www.wikidata.org/wiki/Q1052379","display_name":"Logistic function","level":2,"score":0.4399017095565796},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4329947829246521},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2479255497455597},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.16131806373596191},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn52387.2021.9534329","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn52387.2021.9534329","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1944672","https://openalex.org/W104501368","https://openalex.org/W122885839","https://openalex.org/W649888743","https://openalex.org/W1591819874","https://openalex.org/W1592652999","https://openalex.org/W1601795611","https://openalex.org/W1612304093","https://openalex.org/W1662659233","https://openalex.org/W1663973292","https://openalex.org/W1966200564","https://openalex.org/W1967734304","https://openalex.org/W1973435495","https://openalex.org/W1985098091","https://openalex.org/W1990699212","https://openalex.org/W1995285792","https://openalex.org/W2001619934","https://openalex.org/W2004875842","https://openalex.org/W2020032499","https://openalex.org/W2026535637","https://openalex.org/W2042594491","https://openalex.org/W2057017238","https://openalex.org/W2093340719","https://openalex.org/W2096682819","https://openalex.org/W2097585615","https://openalex.org/W2100997338","https://openalex.org/W2104682045","https://openalex.org/W2105396835","https://openalex.org/W2124046639","https://openalex.org/W2132549764","https://openalex.org/W2141567578","https://openalex.org/W2143034401","https://openalex.org/W2143806604","https://openalex.org/W2149427297","https://openalex.org/W2153205298","https://openalex.org/W2159857386","https://openalex.org/W2277241739","https://openalex.org/W2496938700","https://openalex.org/W2540093921","https://openalex.org/W2590318151","https://openalex.org/W2735818153","https://openalex.org/W2901312569","https://openalex.org/W2909759244","https://openalex.org/W2929939237","https://openalex.org/W2947783869","https://openalex.org/W2951227979","https://openalex.org/W2954428433","https://openalex.org/W2955872377","https://openalex.org/W2973341607","https://openalex.org/W2979096734","https://openalex.org/W2981100849","https://openalex.org/W3005618819","https://openalex.org/W3017062183","https://openalex.org/W3024579780","https://openalex.org/W3090989765","https://openalex.org/W3098192523","https://openalex.org/W3100210986","https://openalex.org/W3104747970","https://openalex.org/W3117548049","https://openalex.org/W4236751459","https://openalex.org/W4241188125","https://openalex.org/W4251042002","https://openalex.org/W6733423563"],"related_works":["https://openalex.org/W1622672652","https://openalex.org/W2017545286","https://openalex.org/W2159937791","https://openalex.org/W1583704618","https://openalex.org/W2012451526","https://openalex.org/W1606502848","https://openalex.org/W1634842376","https://openalex.org/W2550292406","https://openalex.org/W2021504082","https://openalex.org/W2373051176"],"abstract_inverted_index":{"The":[0],"purpose":[1],"of":[2,15,43,72,97,131,169],"the":[3,12,36,62,69,90,99,105,115,128,138,152,166,170],"work":[4],"is":[5,102],"to":[6,34,88],"evaluate":[7],"evolutionarily":[8,153],"fitness":[9,37,126,160,171],"depending":[10],"on":[11,20,111],"initial":[13,82,163],"state":[14],"a":[16,25,55,120,132],"biological":[17,48],"population":[18,44,57],"based":[19],"machine-learned":[21],"ranking.":[22],"We":[23,84,113,124,150],"apply":[24,85],"novel":[26],"computational":[27],"approach":[28,53],"using":[29,165],"artificial":[30],"neural":[31],"network":[32],"technologies":[33],"reconstruct":[35],"function":[38,130],"in":[39],"both":[40],"theoretical":[41],"models":[42],"dynamics":[45],"and":[46,67,147],"empirical":[47],"systems":[49],"from":[50,61,65],"data.":[51],"Our":[52],"uses":[54],"long-time":[56],"series":[58],"(obtained":[59],"either":[60],"model":[63,118],"or":[64],"data)":[66],"establishes":[68],"ranking":[70],"order":[71],"inherited":[73],"strategies":[74],"which":[75],"reflect":[76],"their":[77],"selective":[78],"advantages":[79],"for":[80,161],"fixed":[81],"conditions.":[83],"our":[86],"method":[87],"explore":[89],"evolutionary":[91,159],"stable":[92,154],"diel":[93],"vertical":[94],"migration":[95],"(DVM)":[96],"zooplankton,":[98],"phenomenon":[100],"that":[101],"considered":[103],"as":[104,127],"most":[106],"significant":[107],"synchronous":[108],"biomass":[109],"movement":[110],"Earth.":[112],"use":[114],"classical":[116],"predator-prey":[117],"with":[119],"logistic":[121],"prey":[122],"growth.":[123],"approximate":[125],"linear":[129],"few":[133],"key":[134],"parameters":[135],"by":[136,157],"solving":[137],"classification":[139],"problem.":[140],"To":[141],"do":[142],"this,":[143],"we":[144],"create":[145],"learning":[146],"testing":[148],"samples.":[149],"find":[151],"(optimal)":[155],"strategy":[156],"maximizing":[158],"different":[162],"conditions":[164],"obtained":[167],"approximation":[168],"function.":[172]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
