International Journal of Approximate Reasoning
Volume 44, Issue 1, 2007

J. Casillas, F. Herrera, R. Pérez, M.J. del Jesus, P. Villar (Eds.)

Table of Contents

Special Issue on Genetic Fuzzy Systems and the Interpretability-Accuracy Trade-off - EDITORIAL
J. Casillas, F. Herrera, R. Pérez, María José del Jesus and P. Villar
p. 1-3

Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning
Hisao Ishibuchi and Yusuke Nojima
p. 4-31

Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms
Jesús González, Ignacio Rojas, Héctor Pomares, Luis J. Herrera, Alberto Guillén, José M. Palomares and Fernando Rojas
p. 32-44

Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco Herrera and José Otero
p. 45-64

Interpretability-preserving genetic optimization of linguistic terms in fuzzy models for fuzzy ordered classification: An ecological case study
Ester Van Broekhoven, Veronique Adriaenssens and Bernard De Baets
p. 65-90