{"id":"https://openalex.org/W2084996653","doi":"https://doi.org/10.1145/2739480.2754697","title":"Memetic Semantic Genetic Programming","display_name":"Memetic Semantic Genetic Programming","publication_year":2015,"publication_date":"2015-07-07","ids":{"openalex":"https://openalex.org/W2084996653","doi":"https://doi.org/10.1145/2739480.2754697","mag":"2084996653"},"language":"en","primary_location":{"id":"doi:10.1145/2739480.2754697","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"type":"preprint","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/A5050708750","display_name":"Robyn Ffrancon","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Robyn Ffrancon","raw_affiliation_strings":["TAO, INRIA, Saclay, France, Bangor, Wales Uk"],"affiliations":[{"raw_affiliation_string":"TAO, INRIA, Saclay, France, Bangor, Wales Uk","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081938847","display_name":"Marc Schoenauer","orcid":"https://orcid.org/0000-0003-1450-6830"},"institutions":[{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Schoenauer","raw_affiliation_strings":["TAO, INRIA, Saclay, France, Paris, France","TAO, INRIA, Saclay, France, Paris, France#TAB#"],"affiliations":[{"raw_affiliation_string":"TAO, INRIA, Saclay, France, Paris, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"TAO, INRIA, Saclay, France, Paris, France#TAB#","institution_ids":["https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050708750"],"corresponding_institution_ids":["https://openalex.org/I1326498283"],"apc_list":null,"apc_paid":null,"fwci":3.14300914,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.95418999,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1023","last_page":"1030"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":1.0,"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":1.0,"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":0.9977999925613403,"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":0.9847999811172485,"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":0.6815943121910095},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6638302803039551},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6476191282272339},{"id":"https://openalex.org/keywords/search-tree","display_name":"Search tree","score":0.5762068629264832},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.5577732920646667},{"id":"https://openalex.org/keywords/tree-structure","display_name":"Tree structure","score":0.5258027911186218},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5185166597366333},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.507504403591156},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.4718104600906372},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3558984100818634},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.342079222202301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33855921030044556},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2895054817199707},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.24108558893203735},{"id":"https://openalex.org/keywords/binary-tree","display_name":"Binary tree","score":0.23696944117546082},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22873520851135254},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.2079491913318634},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.1926373541355133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6815943121910095},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6638302803039551},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6476191282272339},{"id":"https://openalex.org/C207024777","wikidata":"https://www.wikidata.org/wiki/Q621673","display_name":"Search tree","level":3,"score":0.5762068629264832},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.5577732920646667},{"id":"https://openalex.org/C163797641","wikidata":"https://www.wikidata.org/wiki/Q2067937","display_name":"Tree structure","level":3,"score":0.5258027911186218},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5185166597366333},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.507504403591156},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.4718104600906372},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3558984100818634},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.342079222202301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33855921030044556},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2895054817199707},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.24108558893203735},{"id":"https://openalex.org/C197855036","wikidata":"https://www.wikidata.org/wiki/Q380172","display_name":"Binary tree","level":2,"score":0.23696944117546082},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22873520851135254},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.2079491913318634},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.1926373541355133},{"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/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739480.2754697","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 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":20,"referenced_works":["https://openalex.org/W18216792","https://openalex.org/W30779322","https://openalex.org/W60092397","https://openalex.org/W199264081","https://openalex.org/W659473080","https://openalex.org/W1517354254","https://openalex.org/W1524271395","https://openalex.org/W1532247478","https://openalex.org/W1576818901","https://openalex.org/W1581584868","https://openalex.org/W1918014307","https://openalex.org/W1969232932","https://openalex.org/W1998329127","https://openalex.org/W2019625726","https://openalex.org/W2076402663","https://openalex.org/W2139323623","https://openalex.org/W2142879718","https://openalex.org/W2170552708","https://openalex.org/W6622238568","https://openalex.org/W6640092279"],"related_works":["https://openalex.org/W1501396369","https://openalex.org/W2102997898","https://openalex.org/W1538797803","https://openalex.org/W2968666469","https://openalex.org/W2376256808","https://openalex.org/W4232075465","https://openalex.org/W2166955450","https://openalex.org/W2359095153","https://openalex.org/W2227684440","https://openalex.org/W2349743712"],"abstract_inverted_index":{"Semantic":[0],"Backpropagation":[1],"(SB)":[2],"was":[3],"introduced":[4],"in":[5,77,81,157],"GP":[6,17,172],"so":[7,57],"as":[8,58],"to":[9,37,59,93],"take":[10],"into":[11],"account":[12],"the":[13,24,32,39,50,53,61,64,69,94,102,114,121,124,149,167],"semantics":[14,90,95],"of":[15,23,31,52,63,96,152],"a":[16,84,87,97,132,140],"tree":[18,54,88,123],"at":[19,28],"all":[20],"intermediate":[21],"states":[22],"program":[25],"execution,":[26],"i.e.,":[27],"each":[29,43],"node":[30],"tree.":[33,65,104],"The":[34],"idea":[35,107],"is":[36,55],"compute":[38],"optimal":[40],"\"should-be\"":[41],"values":[42],"subtree":[44,100,127],"should":[45],"return,":[46],"whilst":[47,160],"assuming":[48],"that":[49],"rest":[51],"unchanged,":[56],"minimize":[60],"fitness":[62],"To":[66],"this":[67,106,111],"end,":[68],"Random":[70],"Desired":[71],"Output":[72],"(RDO)":[73],"mutation":[74],"operator,":[75,117],"proposed":[76],"[17],":[78],"uses":[79],"SB":[80],"choosing,":[82],"from":[83,101,120],"given":[85],"library,":[86],"whose":[89],"are":[91],"preferred":[92],"randomly":[98,134],"selected":[99],"parent":[103,122],"Pushing":[105],"one":[108],"step":[109],"further,":[110],"paper":[112],"introduces":[113],"Brando":[115],"(BRANDO)":[116],"which":[118],"selects":[119],"overall":[125],"best":[126],"for":[128,169],"applying":[129],"RDO,":[130],"using":[131],"small":[133],"drawn":[135],"static":[136],"library.":[137],"Used":[138],"within":[139],"simple":[141],"Iterated":[142],"Local":[143],"Search":[144],"framework,":[145],"BRANDO":[146],"can":[147],"find":[148],"exact":[150],"solution":[151,162],"many":[153],"popular":[154],"Boolean":[155],"benchmarks":[156],"reasonable":[158],"time":[159],"keeping":[161],"trees":[163],"small,":[164],"thus":[165],"paving":[166],"road":[168],"truly":[170],"memetic":[171],"algorithms.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
