{"id":"https://openalex.org/W1997664500","doi":"https://doi.org/10.1145/1830483.1830608","title":"Analysis of the effects of lifetime learning on population fitness using vose model","display_name":"Analysis of the effects of lifetime learning on population fitness using vose model","publication_year":2010,"publication_date":"2010-07-07","ids":{"openalex":"https://openalex.org/W1997664500","doi":"https://doi.org/10.1145/1830483.1830608","mag":"1997664500"},"language":"en","primary_location":{"id":"doi:10.1145/1830483.1830608","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1830483.1830608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th annual conference on Genetic and evolutionary computation","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/A5081870914","display_name":"Roi Yehoshua","orcid":"https://orcid.org/0000-0002-2192-4427"},"institutions":[{"id":"https://openalex.org/I164950643","display_name":"Open University of Israel","ror":"https://ror.org/027z64205","country_code":"IL","type":"education","lineage":["https://openalex.org/I164950643"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Roi Yehoshua","raw_affiliation_strings":["The Open University, Ra'anana, Israel","[The Open University, Ra'anana, Israel]"],"affiliations":[{"raw_affiliation_string":"The Open University, Ra'anana, Israel","institution_ids":["https://openalex.org/I164950643"]},{"raw_affiliation_string":"[The Open University, Ra'anana, Israel]","institution_ids":["https://openalex.org/I164950643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073505136","display_name":"Mireille Avigal","orcid":null},"institutions":[{"id":"https://openalex.org/I164950643","display_name":"Open University of Israel","ror":"https://ror.org/027z64205","country_code":"IL","type":"education","lineage":["https://openalex.org/I164950643"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Mireille Avigal","raw_affiliation_strings":["The Open University, Ra'anana, Israel","[The Open University, Ra'anana, Israel]"],"affiliations":[{"raw_affiliation_string":"The Open University, Ra'anana, Israel","institution_ids":["https://openalex.org/I164950643"]},{"raw_affiliation_string":"[The Open University, Ra'anana, Israel]","institution_ids":["https://openalex.org/I164950643"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056692823","display_name":"Ron Unger","orcid":"https://orcid.org/0000-0003-4153-3922"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ron Unger","raw_affiliation_strings":["Bar-Ilan University, Ramat-Gan, Israel"],"affiliations":[{"raw_affiliation_string":"Bar-Ilan University, Ramat-Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081870914"],"corresponding_institution_ids":["https://openalex.org/I164950643"],"apc_list":null,"apc_paid":null,"fwci":0.40081921,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70637722,"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":"681","last_page":"688"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9987000226974487,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9186999797821045,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inheritance","display_name":"Inheritance (genetic algorithm)","score":0.7227411270141602},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6147534251213074},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5948052406311035},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.553941011428833},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.537379264831543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5234748125076294},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.49761107563972473},{"id":"https://openalex.org/keywords/population-based-incremental-learning","display_name":"Population-based incremental learning","score":0.41801396012306213},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4098561406135559},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30870676040649414},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2871546745300293},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08807122707366943}],"concepts":[{"id":"https://openalex.org/C2780902518","wikidata":"https://www.wikidata.org/wiki/Q6033780","display_name":"Inheritance (genetic algorithm)","level":3,"score":0.7227411270141602},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6147534251213074},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5948052406311035},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.553941011428833},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.537379264831543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5234748125076294},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.49761107563972473},{"id":"https://openalex.org/C184497298","wikidata":"https://www.wikidata.org/wiki/Q7229773","display_name":"Population-based incremental learning","level":3,"score":0.41801396012306213},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4098561406135559},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30870676040649414},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2871546745300293},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08807122707366943},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1830483.1830608","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1830483.1830608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1504962226","https://openalex.org/W1562393358","https://openalex.org/W1598952354","https://openalex.org/W1639032689","https://openalex.org/W2027475699","https://openalex.org/W2078506364","https://openalex.org/W2103953875","https://openalex.org/W2152150600","https://openalex.org/W2726772824","https://openalex.org/W3023540311","https://openalex.org/W4206607735","https://openalex.org/W4312782672","https://openalex.org/W6629610141","https://openalex.org/W6633620459"],"related_works":["https://openalex.org/W2373079942","https://openalex.org/W2031035514","https://openalex.org/W2385808795","https://openalex.org/W2375052855","https://openalex.org/W2372098157","https://openalex.org/W2129228523","https://openalex.org/W2376671918","https://openalex.org/W2369480021","https://openalex.org/W2315556940","https://openalex.org/W2533970107"],"abstract_inverted_index":{"Vose's":[0],"dynamical":[1,21],"systems":[2],"model":[3,13,28,43],"of":[4,23,48,56,71,77,85,100,118],"the":[5,20,42,54,57,69,75,82,98,101,133,146,159],"simple":[6,33,134],"genetic":[7,24,34,103,127,135,151],"algorithm":[8,104],"(SGA)":[9],"is":[10],"an":[11,90],"exact":[12],"that":[14,112],"uses":[15],"mathematical":[16],"operations":[17],"to":[18,40,67,97,122,145,158],"capture":[19],"behavior":[22,84,99],"algorithms.":[25],"The":[26,60],"original":[27],"was":[29],"defined":[30],"for":[31],"a":[32,63,78],"algorithm.":[35],"This":[36],"paper":[37],"suggests":[38],"how":[39],"extend":[41],"and":[44,51,94],"incorporate":[45],"two":[46],"kinds":[47],"learning,":[49,138],"Darwinian":[50,155],"Lamarckian,":[52],"into":[53],"framework":[55,66],"Vose":[58],"model.":[59],"extension":[61],"provides":[62],"new":[64],"theoretical":[65],"examine":[68],"effects":[70],"lifetime":[72,119],"learning":[73,120],"on":[74,89,105,154],"fitness":[76],"population.":[79],"We":[80],"analyze":[81],"asymptotic":[83],"different":[86],"hybrid":[87],"algorithms":[88,136],"infinite":[91],"population":[92,107],"vector":[93],"compare":[95],"it":[96],"classical":[102],"various":[106],"sizes.":[108],"Our":[109],"experiments":[110],"show":[111],"Lamarckian-like":[113],"inheritance":[114,156],"-":[115,124],"direct":[116],"transfer":[117],"results":[121],"offsprings":[123],"allows":[125],"quicker":[126],"adaptation.":[128],"However,":[129],"functions":[130],"exist":[131],"where":[132],"without":[137],"as":[139,141],"well":[140],"Lamarckian":[142],"evolution,":[143],"converge":[144],"same":[147],"local":[148],"optimum,":[149],"while":[150],"search":[152],"based":[153],"converges":[157],"global":[160],"optimum.":[161]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}