A comparison of fitness-case sampling methods for symbolic regression with genetic programming

Yuliana Martinez; Leonardo Trujillo; Enrique Naredo; Pierrick Legrand

doi:10.1007/978-3-319-07494-8_14

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A comparison of fitness-case sampling methods for symbolic regression with genetic programming

Yuliana Martinez ¹ Leonardo Trujillo ¹ Enrique Naredo ¹ Pierrick Legrand ^{2, 3}

1 Instituto Tecnológico de Tijuana

2 CQFD - Quality control and dynamic reliability

IMB - Institut de Mathématiques de Bordeaux, Inria Bordeaux - Sud-Ouest

3 IMB - Institut de Mathématiques de Bordeaux

Yuliana Martinez ¹ AuthorId : 1069667
Author Employer institution : Instituto Tecnológico de Tijuana [Tijuana]

Leonardo Trujillo ¹ AuthorId : 1069668
Author Employer institution : Instituto Tecnológico de Tijuana [Tijuana]

Enrique Naredo ¹ AuthorId : 1069669
Author Employer institution : Instituto Tecnológico de Tijuana [Tijuana]

Pierrick Legrand ^{2, 3} AuthorId : 661006

Author IdHAL : legrand

1 Instituto Tecnológico de Tijuana (Tijuana, B.C., México - Mexico) StructId : 134262

Instituto Tecnológico de Tijuana [Tijuana] (Calzada del Tecnológico S/N, Tomas Aquino, 22414 Tijuana, B.C. - Mexico) StructId : 379694

2 CQFD - Quality control and dynamic reliability (200, avenue de la Vieille Tour 33405 Talence cedex - France) StructId : 55994

IMB - Institut de Mathématiques de Bordeaux (351 cours de la Libération 33405 TALENCE CEDEX - France) StructId : 27730
- Université Bordeaux Segalen - Bordeaux 2 (146 rue Léo Saignat - 33076 Bordeaux cedex - France) StructId : 91134
- Université Sciences et Technologies - Bordeaux 1 (351 cours de la Libération - 33405 Talence cedex - France) StructId : 92972
- UB - Université de Bordeaux (35, place Pey Berland - 33076 Bordeaux - France) StructId : 259761
- Bordeaux INP - Institut Polytechnique de Bordeaux (Avenue des facultés 33405 Talence - France) StructId : 409745
- CNRS - Centre National de la Recherche Scientifique : UMR5251 (France) StructId : 441569
Inria Bordeaux - Sud-Ouest (200, avenue de la Vieille Tour, 33405 Talence - France) StructId : 104751
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France) StructId : 300009

3 IMB - Institut de Mathématiques de Bordeaux (351 cours de la Libération 33405 TALENCE CEDEX - France) StructId : 27730

Université Bordeaux Segalen - Bordeaux 2 (146 rue Léo Saignat - 33076 Bordeaux cedex - France) StructId : 91134
Université Sciences et Technologies - Bordeaux 1 (351 cours de la Libération - 33405 Talence cedex - France) StructId : 92972
UB - Université de Bordeaux (35, place Pey Berland - 33076 Bordeaux - France) StructId : 259761
Bordeaux INP - Institut Polytechnique de Bordeaux (Avenue des facultés 33405 Talence - France) StructId : 409745
CNRS - Centre National de la Recherche Scientifique : UMR5251 (France) StructId : 441569

Document type :

Conference papers

Domain :

Computer Science [cs] / Signal and Image Processing

Engineering Sciences [physics] / Signal and Image processing

Computer Science [cs] / Artificial Intelligence [cs.AI]

Complete list of metadatas

https://hal.inria.fr/hal-01060313
Contributor : Pierrick Legrand <>
Submitted on : Wednesday, September 3, 2014 - 1:47:36 PM
Last modification on : Monday, March 30, 2020 - 4:34:57 PM

Identifiers

HAL Id : hal-01060313, version 1
DOI : 10.1007/978-3-319-07494-8_14

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CNRS | INRIA | IMB

Citation

Yuliana Martinez, Leonardo Trujillo, Enrique Naredo, Pierrick Legrand. A comparison of fitness-case sampling methods for symbolic regression with genetic programming. EVOLVE 2014, Jul 2014, Beijing, China. pp.201-212, ⟨10.1007/978-3-319-07494-8_14⟩. ⟨hal-01060313⟩

A comparison of fitness-case sampling methods for symbolic regression with genetic programming

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A comparison of fitness-case sampling methods for symbolic regression with genetic programming

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