{"id":"https://openalex.org/W2147487019","doi":"https://doi.org/10.1007/978-3-319-07494-8_14","title":"A Comparison of Fitness-Case Sampling Methods for Symbolic Regression with Genetic Programming","display_name":"A Comparison of Fitness-Case Sampling Methods for Symbolic Regression with Genetic Programming","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2147487019","doi":"https://doi.org/10.1007/978-3-319-07494-8_14","mag":"2147487019"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-07494-8_14","doi":"https://doi.org/10.1007/978-3-319-07494-8_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07494-8_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4244210333","display_name":"EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V"},"type":"book-chapter","is_traditional":true,"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/A5021168323","display_name":"Yuliana Mart\u00ednez","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Yuliana Mart\u00ednez","raw_affiliation_strings":["TREE-LAB, Doctorado en Ciencias de la Ingenier\u00eda, Departamento de Ingenier\u00eda El\u00e9ctrica y Electr\u00f3nica, Instituto Tecnol\u00f3gico de Tijuana, Blvd. Industrial y Av. ITR Tijuana S/N, Mesa Otay, C.P. 22500, Tijuana, B.C., M\u00e9xico","Instituto Tecnol\u00f3gico de Tijuana = Tijuana Institute of Technology [Tijuana] ( Calzada del Tecnol\u00f3gico S/N, Tomas Aquino, 22414 Tijuana, B.C. - Mexico)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TREE-LAB, Doctorado en Ciencias de la Ingenier\u00eda, Departamento de Ingenier\u00eda El\u00e9ctrica y Electr\u00f3nica, Instituto Tecnol\u00f3gico de Tijuana, Blvd. Industrial y Av. ITR Tijuana S/N, Mesa Otay, C.P. 22500, Tijuana, B.C., M\u00e9xico","institution_ids":["https://openalex.org/I4210118730"]},{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Tijuana = Tijuana Institute of Technology [Tijuana] ( Calzada del Tecnol\u00f3gico S/N, Tomas Aquino, 22414 Tijuana, B.C. - Mexico)","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030475199","display_name":"Leonardo Trujillo","orcid":"https://orcid.org/0000-0003-1812-5736","observed_orcids":["https://orcid.org/0000-0003-1812-5736"]},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Leonardo Trujillo","raw_affiliation_strings":["TREE-LAB, Doctorado en Ciencias de la Ingenier\u00eda, Departamento de Ingenier\u00eda El\u00e9ctrica y Electr\u00f3nica, Instituto Tecnol\u00f3gico de Tijuana, Blvd. Industrial y Av. ITR Tijuana S/N, Mesa Otay, C.P. 22500, Tijuana, B.C., M\u00e9xico","Instituto Tecnol\u00f3gico de Tijuana = Tijuana Institute of Technology [Tijuana] ( Calzada del Tecnol\u00f3gico S/N, Tomas Aquino, 22414 Tijuana, B.C. - Mexico)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TREE-LAB, Doctorado en Ciencias de la Ingenier\u00eda, Departamento de Ingenier\u00eda El\u00e9ctrica y Electr\u00f3nica, Instituto Tecnol\u00f3gico de Tijuana, Blvd. Industrial y Av. ITR Tijuana S/N, Mesa Otay, C.P. 22500, Tijuana, B.C., M\u00e9xico","institution_ids":["https://openalex.org/I4210118730"]},{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Tijuana = Tijuana Institute of Technology [Tijuana] ( Calzada del Tecnol\u00f3gico S/N, Tomas Aquino, 22414 Tijuana, B.C. - Mexico)","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047941801","display_name":"Enrique Naredo","orcid":"https://orcid.org/0000-0001-9818-911X","observed_orcids":["https://orcid.org/0000-0001-9818-911X"]},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Enrique Naredo","raw_affiliation_strings":["TREE-LAB, Doctorado en Ciencias de la Ingenier\u00eda, Departamento de Ingenier\u00eda El\u00e9ctrica y Electr\u00f3nica, Instituto Tecnol\u00f3gico de Tijuana, Blvd. Industrial y Av. ITR Tijuana S/N, Mesa Otay, C.P. 22500, Tijuana, B.C., M\u00e9xico","Instituto Tecnol\u00f3gico de Tijuana = Tijuana Institute of Technology [Tijuana] ( Calzada del Tecnol\u00f3gico S/N, Tomas Aquino, 22414 Tijuana, B.C. - Mexico)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TREE-LAB, Doctorado en Ciencias de la Ingenier\u00eda, Departamento de Ingenier\u00eda El\u00e9ctrica y Electr\u00f3nica, Instituto Tecnol\u00f3gico de Tijuana, Blvd. Industrial y Av. ITR Tijuana S/N, Mesa Otay, C.P. 22500, Tijuana, B.C., M\u00e9xico","institution_ids":["https://openalex.org/I4210118730"]},{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Tijuana = Tijuana Institute of Technology [Tijuana] ( Calzada del Tecnol\u00f3gico S/N, Tomas Aquino, 22414 Tijuana, B.C. - Mexico)","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009857677","display_name":"Pierrick Legrand","orcid":"https://orcid.org/0009-0006-1549-7402","observed_orcids":["https://orcid.org/0009-0006-1549-7402"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210131512","display_name":"Centre Inria de l'universit\u00e9 de Bordeaux","ror":"https://ror.org/03tjcj052","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210131512"]},{"id":"https://openalex.org/I4210166017","display_name":"Institut de Math\u00e9matiques de Bordeaux","ror":"https://ror.org/05m3r1b84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I15057530","https://openalex.org/I4210141950","https://openalex.org/I4210160189","https://openalex.org/I4210166017"]},{"id":"https://openalex.org/I4405256745","display_name":"Universit\u00e9 Bordeaux Segalen","ror":"https://ror.org/04gbzm373","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530","https://openalex.org/I4405256745"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierrick Legrand","raw_affiliation_strings":["ALEA Team, INRIA Bordeaux Sud-Ouest, Talence, France","UMR CNRS 5251, Universit\u00e9 Victor Segalen Bordeaux 2 and The Institut de Mathmatiques de Bordeaux, Bordeaux, France","CQFD - Quality control and dynamic reliability (200, avenue de la Vieille Tour \r\n33405 Talence cedex - France)","IMB - Institut de Math\u00e9matiques de Bordeaux (351 cours de la Lib\u00e9ration 33405 TALENCE CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ALEA Team, INRIA Bordeaux Sud-Ouest, Talence, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210131512"]},{"raw_affiliation_string":"UMR CNRS 5251, Universit\u00e9 Victor Segalen Bordeaux 2 and The Institut de Mathmatiques de Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210166017","https://openalex.org/I4405256745"]},{"raw_affiliation_string":"CQFD - Quality control and dynamic reliability (200, avenue de la Vieille Tour \r\n33405 Talence cedex - France)","institution_ids":[]},{"raw_affiliation_string":"IMB - Institut de Math\u00e9matiques de Bordeaux (351 cours de la Lib\u00e9ration 33405 TALENCE CEDEX - France)","institution_ids":["https://openalex.org/I4210166017"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5021168323"],"corresponding_institution_ids":["https://openalex.org/I4210118730"],"apc_list":null,"apc_paid":null,"fwci":2.6822,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88617402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"201","last_page":"212"},"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":9.999999747378752e-05,"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":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/symbolic-regression","display_name":"symbolic regression","score":0.796999990940094},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"genetic programming","score":0.9869999885559082},{"id":"https://openalex.org/keywords/interleaved-sampling","display_name":"interleaved sampling","score":0.7459999918937683},{"id":"https://openalex.org/keywords/lexicase-selection","display_name":"lexicase selection","score":0.9449999928474426},{"id":"https://openalex.org/keywords/overfitting","display_name":"overfitting","score":0.7699999809265137},{"id":"https://openalex.org/keywords/program-bloat","display_name":"program bloat","score":0.7960000038146973},{"id":"https://openalex.org/keywords/fitness-evaluation","display_name":"fitness evaluation","score":0.7179999947547913}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.8417237997055054},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7881094217300415},{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.7607871294021606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6975382566452026},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6922593116760254},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.6022411584854126},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5971658825874329},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5729222893714905},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5557182431221008},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4988677501678467},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4987454414367676},{"id":"https://openalex.org/C148392497","wikidata":"https://www.wikidata.org/wiki/Q16250539","display_name":"Fitness approximation","level":4,"score":0.4623492956161499},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.3654250502586365},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3572580814361572},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33368682861328125},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.23617181181907654},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19731077551841736},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-319-07494-8_14","doi":"https://doi.org/10.1007/978-3-319-07494-8_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07494-8_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01060313v1","doi":null,"is_oa":false,"landing_page_url":"https://inria.hal.science/hal-01060313","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EVOLVE 2014, Jul 2014, Beijing, China. pp.201-212, &#x27E8;10.1007/978-3-319-07494-8_14&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/114376","doi":null,"is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/114376","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I15057530","host_organization_name":"Universit\u00e9 de Bordeaux","host_organization_lineage":["https://openalex.org/I15057530"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Communication dans un congr\u00e8s avec actes"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/194616","doi":null,"is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/194616","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I15057530","host_organization_name":"Universit\u00e9 de Bordeaux","host_organization_lineage":["https://openalex.org/I15057530"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Communication dans un congr\u00e8s"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W25996711","https://openalex.org/W128254983","https://openalex.org/W164465396","https://openalex.org/W333120556","https://openalex.org/W1551023359","https://openalex.org/W1580959953","https://openalex.org/W1886554846","https://openalex.org/W2015315529","https://openalex.org/W2034068348","https://openalex.org/W2035029044","https://openalex.org/W2061011797","https://openalex.org/W2084288340","https://openalex.org/W2084571779","https://openalex.org/W2125722086","https://openalex.org/W2154022540","https://openalex.org/W2160074397","https://openalex.org/W2164416620","https://openalex.org/W2172029476","https://openalex.org/W2380628422","https://openalex.org/W2475725195"],"related_works":["https://openalex.org/W2618322414","https://openalex.org/W31870159","https://openalex.org/W2093229364","https://openalex.org/W2106367837","https://openalex.org/W4402289613","https://openalex.org/W4413216009","https://openalex.org/W3005539663","https://openalex.org/W2049574661","https://openalex.org/W1554024741","https://openalex.org/W7166826828"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
