{"id":"https://openalex.org/W4412106649","doi":"https://doi.org/10.1145/3712256.3726358","title":"Desire-Driven Selection: An Epigenetic Experiment in Genetic Programming","display_name":"Desire-Driven Selection: An Epigenetic Experiment in Genetic Programming","publication_year":2025,"publication_date":"2025-07-08","ids":{"openalex":"https://openalex.org/W4412106649","doi":"https://doi.org/10.1145/3712256.3726358"},"language":"en","primary_location":{"id":"doi:10.1145/3712256.3726358","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3712256.3726358","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3712256.3726358","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000180751","display_name":"Jos\u00e9 Maria Sim\u00f5es","orcid":"https://orcid.org/0000-0002-6916-3217"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Maria Sim\u00f5es","raw_affiliation_strings":["CISUC/LASI, DEI, University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-6916-3217","affiliations":[{"raw_affiliation_string":"CISUC/LASI, DEI, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090202770","display_name":"Nuno Louren\u00e7o","orcid":"https://orcid.org/0000-0002-2154-0642"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno Louren\u00e7o","raw_affiliation_strings":["CISUC/LASI, DEI, University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-2154-0642","affiliations":[{"raw_affiliation_string":"CISUC/LASI, DEI, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035863026","display_name":"Penousal Machado","orcid":"https://orcid.org/0000-0002-6308-6484"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Penousal Machado","raw_affiliation_strings":["CISUC/LASI, DEI, University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-6308-6484","affiliations":[{"raw_affiliation_string":"CISUC/LASI, DEI, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76903346"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1044","last_page":"1052"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9951000213623047,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9861999750137329,"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/selection","display_name":"Selection (genetic algorithm)","score":0.7200555801391602},{"id":"https://openalex.org/keywords/epigenetics","display_name":"Epigenetics","score":0.6957728266716003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6380914449691772},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6041932106018066},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.36840128898620605},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28554296493530273},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2498004138469696},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2245074212551117},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.06803643703460693}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7200555801391602},{"id":"https://openalex.org/C41091548","wikidata":"https://www.wikidata.org/wiki/Q26939","display_name":"Epigenetics","level":3,"score":0.6957728266716003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6380914449691772},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6041932106018066},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.36840128898620605},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28554296493530273},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2498004138469696},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2245074212551117},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.06803643703460693}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3712256.3726358","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3712256.3726358","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3712256.3726358","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3712256.3726358","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W99566512","https://openalex.org/W1570180898","https://openalex.org/W1990771923","https://openalex.org/W2004778468","https://openalex.org/W2072473332","https://openalex.org/W2099585388","https://openalex.org/W2123105979","https://openalex.org/W2142619464","https://openalex.org/W2150460060","https://openalex.org/W2184379877","https://openalex.org/W2306736527","https://openalex.org/W2731264675","https://openalex.org/W2888261345","https://openalex.org/W2912532449","https://openalex.org/W2913666082","https://openalex.org/W3188789810","https://openalex.org/W4200214901","https://openalex.org/W4230700920","https://openalex.org/W4232173260","https://openalex.org/W4247830173","https://openalex.org/W4283804538","https://openalex.org/W4295094340","https://openalex.org/W4299599216","https://openalex.org/W4300610723","https://openalex.org/W4321359614","https://openalex.org/W4361763278","https://openalex.org/W4384665157","https://openalex.org/W4400412639","https://openalex.org/W4409761591","https://openalex.org/W4411333702","https://openalex.org/W4411401786","https://openalex.org/W7064823746"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4366603091","https://openalex.org/W2485141070","https://openalex.org/W2411374999","https://openalex.org/W2083798468","https://openalex.org/W4380318195","https://openalex.org/W2390279801","https://openalex.org/W2206255701"],"abstract_inverted_index":{"In":[0,110],"nature,":[1],"survival":[2],"poses":[3],"small":[4],"benefits":[5],"if":[6,74],"one":[7],"fails":[8],"to":[9,96,167],"reproduce":[10],"and":[11,88,157,161,164],"spread":[12],"one's":[13],"genes.":[14],"This":[15,60],"is":[16,46],"particularly":[17,73],"relevant":[18],"in":[19,50,56,159],"sexually":[20],"reproductive":[21],"species,":[22],"which":[23],"exerts":[24],"another":[25],"pressure":[26],"dimension":[27],"on":[28,123,129],"the":[29,40,43,54,83,152,176],"individual":[30],"beyond":[31],"natural":[32],"selection:":[33],"Sexual":[34],"Selection.":[35],"More":[36],"often":[37,65],"than":[38],"not,":[39],"quality":[41],"of":[42,137],"chosen":[44],"mate":[45,57,99],"a":[47,94,98,101,115,144],"crucial":[48],"step":[49],"reproduction,":[51],"making":[52],"all":[53],"investment":[55],"choice":[58],"worthwhile.":[59],"partly":[61],"explains":[62],"why":[63],"partners":[64],"prefer":[66],"certain":[67],"secondary":[68],"traits,":[69],"such":[70,75],"as":[71,93],"ornaments,":[72],"traits":[76],"signal":[77],"good":[78,104],"fitness.":[79],"We":[80],"hypothesize":[81],"that":[82,134],"dynamics":[84],"between":[85],"mating":[86],"preferences":[87],"fitness-dependent":[89],"ornaments":[90],"can":[91],"act":[92],"filter":[95],"find":[97],"within":[100],"population,":[102],"exploiting":[103],"solutions":[105],"while":[106,173],"maintaining":[107],"high":[108,135],"diversity.":[109],"this":[111],"work,":[112],"we":[113],"propose":[114],"new":[116],"selection":[117,147,172],"method":[118],"for":[119],"Genetic":[120],"Programming":[121],"based":[122],"these":[124],"premises,":[125],"validating":[126],"our":[127],"approach":[128],"regression":[130],"problems.":[131],"Results":[132],"show":[133],"levels":[136],"diversity":[138],"are":[139],"maintained":[140],"when":[141],"compared":[142],"against":[143],"standard":[145],"tournament":[146],"with":[148,169],"performance":[149],"gains,":[150],"reducing":[151],"overall":[153,178],"error":[154],"by":[155],"16.3%":[156],"13.8%":[158],"training":[160],"testing":[162],"respectively,":[163],"performing":[165],"up":[166],"par":[168],"state-of-the-art":[170],"Lexicase":[171],"also":[174],"providing":[175],"best":[177],"solution.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}