{"id":"https://openalex.org/W4413215860","doi":"https://doi.org/10.1145/3712255.3726679","title":"Embedding-Based Selection Operators for Genetic Programming","display_name":"Embedding-Based Selection Operators for Genetic Programming","publication_year":2025,"publication_date":"2025-07-14","ids":{"openalex":"https://openalex.org/W4413215860","doi":"https://doi.org/10.1145/3712255.3726679"},"language":"en","primary_location":{"id":"doi:10.1145/3712255.3726679","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712255.3726679","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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/A5107737570","display_name":"Oumaima Bel Moudden","orcid":"https://orcid.org/0000-0002-6913-9460"},"institutions":[{"id":"https://openalex.org/I4210114322","display_name":"Institut National de Statistique et d'Economie Appliqu\u00e9e","ror":"https://ror.org/02g8ke585","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210114322"]},{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]}],"countries":["FR","MA"],"is_corresponding":true,"raw_author_name":"Oumaima Bel Moudden","raw_affiliation_strings":["SI2M Laboratory, INSEA, Rabat, Morocco","Univ. Littoral Cote d'Opale, UR 4491, LISIC, Laboratoire d'Informatique Signal et Image de la Cote d'Opale, Calais, France"],"affiliations":[{"raw_affiliation_string":"SI2M Laboratory, INSEA, Rabat, Morocco","institution_ids":["https://openalex.org/I4210114322"]},{"raw_affiliation_string":"Univ. Littoral Cote d'Opale, UR 4491, LISIC, Laboratoire d'Informatique Signal et Image de la Cote d'Opale, Calais, France","institution_ids":["https://openalex.org/I2802487185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066728022","display_name":"Rym Nesrine Guibadj","orcid":"https://orcid.org/0000-0003-3448-3912"},"institutions":[{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rym Guibadj","raw_affiliation_strings":["Univ. Littoral Cote d'Opale, UR 4491, LISIC, Laboratoire d'Informatique Signal et Image de la Cote d'Opale, Calais, France"],"affiliations":[{"raw_affiliation_string":"Univ. Littoral Cote d'Opale, UR 4491, LISIC, Laboratoire d'Informatique Signal et Image de la Cote d'Opale, Calais, France","institution_ids":["https://openalex.org/I2802487185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045208034","display_name":"Denis Robilliard","orcid":"https://orcid.org/0000-0003-1836-6679"},"institutions":[{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Denis Robilliard","raw_affiliation_strings":["Univ. Littoral Cote d'Opale, UR 4491, LISIC, Laboratoire d'Informatique Signal et Image de la Cote d'Opale, Calais, France"],"affiliations":[{"raw_affiliation_string":"Univ. Littoral Cote d'Opale, UR 4491, LISIC, Laboratoire d'Informatique Signal et Image de la Cote d'Opale, Calais, France","institution_ids":["https://openalex.org/I2802487185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003818390","display_name":"Cyril Fonlupt","orcid":"https://orcid.org/0000-0003-4729-4715"},"institutions":[{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cyril Fonlupt","raw_affiliation_strings":["Univ. Littoral Cote d'Opale, UR 4491, LISIC, Laboratoire d'Informatique Signal et Image de la Cote d'Opale, Calais, France"],"affiliations":[{"raw_affiliation_string":"Univ. Littoral Cote d'Opale, UR 4491, LISIC, Laboratoire d'Informatique Signal et Image de la Cote d'Opale, Calais, France","institution_ids":["https://openalex.org/I2802487185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078654031","display_name":"Abdeslam Kadrani","orcid":"https://orcid.org/0000-0003-0368-4359"},"institutions":[{"id":"https://openalex.org/I4210114322","display_name":"Institut National de Statistique et d'Economie Appliqu\u00e9e","ror":"https://ror.org/02g8ke585","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210114322"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdeslam Kadrani","raw_affiliation_strings":["SI2M Laboratory, INSEA, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"SI2M Laboratory, INSEA, Rabat, Morocco","institution_ids":["https://openalex.org/I4210114322"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5107737570"],"corresponding_institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4210114322"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43840749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"591","last_page":"594"},"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":0.9941999912261963,"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9919999837875366,"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/genetic-programming","display_name":"Genetic programming","score":0.7672286033630371},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.730644166469574},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6763615012168884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6620348691940308},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3824612498283386},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3281744122505188}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7672286033630371},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.730644166469574},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6763615012168884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6620348691940308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3824612498283386},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3281744122505188}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3712255.3726679","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712255.3726679","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":6,"referenced_works":["https://openalex.org/W1541677343","https://openalex.org/W1604434652","https://openalex.org/W2061011797","https://openalex.org/W2905538757","https://openalex.org/W2964150020","https://openalex.org/W3098605233"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2037549926","https://openalex.org/W2968285896","https://openalex.org/W2345479200","https://openalex.org/W2183306018","https://openalex.org/W2849310602","https://openalex.org/W3006008237","https://openalex.org/W2419146053","https://openalex.org/W4388890789","https://openalex.org/W2932872266"],"abstract_inverted_index":{"The":[0],"field":[1],"of":[2,16,26,62,87,109,125,140],"automatic":[3],"programming":[4],"has":[5],"made":[6],"significant":[7],"advances":[8],"in":[9,19,59,121],"recent":[10],"years,":[11],"particularly":[12],"through":[13],"the":[14,24,55,129,138],"development":[15],"semantic-aware":[17],"algorithms":[18],"Genetic":[20],"Programming":[21],"(GP)":[22],"and":[23,84,93],"emergence":[25],"Large":[27],"Language":[28],"Models":[29],"(LLMs)":[30],"designed":[31],"for":[32,136],"code.":[33],"This":[34,123],"raises":[35],"a":[36,106,133],"natural":[37],"question:":[38],"can":[39,69],"these":[40,100],"two":[41],"approaches":[42],"be":[43],"combined":[44],"to":[45,80],"achieve":[46],"synergistic":[47],"effects?":[48],"In":[49],"this":[50],"paper,":[51],"we":[52,74],"explore":[53],"whether":[54],"semantic":[56,85],"information":[57],"embedded":[58,101],"vector":[60],"representations":[61],"source":[63],"code,":[64],"generated":[65],"by":[66],"dedicated":[67],"LLMs,":[68],"enhance":[70],"GP":[71,141],"performance.":[72],"Specifically,":[73],"integrate":[75],"code":[76,126],"representation":[77],"models":[78],"expected":[79],"capture":[81],"both":[82],"syntactic":[83],"attributes":[86],"GP-generated":[88],"programs":[89],"into":[90,128],"their":[91],"embeddings,":[92],"propose":[94],"informed":[95],"selection":[96,115,130],"operators":[97],"that":[98,113],"leverage":[99],"attributes.":[102],"Experimental":[103],"results":[104],"on":[105],"diverse":[107],"set":[108],"benchmark":[110],"problems":[111],"demonstrate":[112],"embedding-based":[114],"methods":[116],"significantly":[117],"improve":[118],"convergence":[119],"speed":[120],"GP.":[122],"integration":[124],"embeddings":[127],"process":[131],"offers":[132],"promising":[134],"direction":[135],"enhancing":[137],"efficiency":[139],"evolutionary":[142],"search.":[143]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
