Jorge Casillas, O. Cordón, Francisco Herrera Triguero, Luis's Accuracy Improvements in Linguistic Fuzzy Modeling PDF

By Jorge Casillas, O. Cordón, Francisco Herrera Triguero, Luis Magdalena

ISBN-10: 3540370587

ISBN-13: 9783540370581

ISBN-10: 3642057039

ISBN-13: 9783642057038

Fuzzy modeling often comes with contradictory specifications: interpretability, that's the aptitude to specific the genuine procedure habit in a understandable approach, and accuracy, that is the aptitude to faithfully characterize the genuine approach. during this framework, the most vital parts is linguistic fuzzy modeling, the place the legibility of the acquired version is the most goal. This activity is mostly constructed via linguistic (Mamdani) fuzzy rule-based platforms. An lively examine sector is orientated in the direction of using new innovations and constructions to increase the classical, inflexible linguistic fuzzy modeling with the most target of accelerating its precision measure. commonly, this accuracy development has been performed with no contemplating the corresponding interpretability loss. at present, new traits were proposed attempting to guard the linguistic fuzzy version description strength in the course of the optimization procedure. Written via major specialists within the box, this quantity collects a few consultant researcher that pursue this technique.

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Krause, and T. Slawinski. A new rule reduction method for finding interpretable and small rule bases in high dimensional search spaces. In 44 17. 18. 19. 20. 21. 22. 23. 24. 25. 26. 27. 28. 29. Proceedings of the 9th IEEE International Conference on Fuzzy Systems, pages 693-699, San Antonio, TX, USA, 2000. J. S. Melsheimer. Complete design of fuzzy logic systems using genetic algorithms. In Proceedings of the 3rd IEEE International Conference on Fuzzy Systems, pages 1377-1382, Orlando, FL, USA, 1994.

Selecting fuzzy if-then rules for classification problems using genetic algorithms. IEEE Transactions an Fuzzy Systems, 3(3):260-270, 1995. 21 43. F. F. G6mez-Skarmeta, H. Roubos, and R. Babuska. A multiobjective evolutionary algorithm for fuzzy modeling. In Proceedings of the 9th IFSA World Congress and the 20th NAFIPS International Conference, pages 1222-1228, Vancouver, Canada, 2001. 44. Y. Jin. Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement.

Springer-Verlag, Heidelberg, Germany, 1993. 29. J. Espinosa and J. Vandewalle. Constructing fuzzy models with linguistic integrity from numerical data-AFRELI algorithm. IEEE Transactions on Fuzzy Systems, 8(5):591-600, 2000. 30. P. Glorennec. Constrained optimization of FIS using an evolutionary method. In F. L. Verdegay, editors, Genetic algorithms and soft computing, pages 349-368. Physica-Verlag, Heidelberg, Germany, 1996. 31. F. G6mez-Skarmeta and F. Jimenez. Fuzzy modeling with hybrid systems.

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Accuracy Improvements in Linguistic Fuzzy Modeling by Jorge Casillas, O. Cordón, Francisco Herrera Triguero, Luis Magdalena

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