Fuzzy Model Parameter and Structure Optimization Using Analytic, Numerical and Heuristic Approaches

Fuzzy Model Parameter and Structure Optimization Using Analytic, Numerical and Heuristic Approaches

Fuzzy systems are widely used in most fields of science and engineering, mainly because the models they produce are robust, accurate, easy to evaluate and capture real-world uncertainty better than do the classical alternatives. We propose a new methodology for structure and parameter tuning of Taka...

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Bibliographic Details
Main Authors: Joel Artemio Morales-Viscaya, Adán Antonio Alonso-Ramírez, Marco Antonio Castro-Liera, Juan Carlos Gómez-Cortés, David Lazaro-Mata, José Eleazar Peralta-López, Carlos A. Coello Coello, José Enrique Botello-Álvarez, Alejandro Israel Barranco-Gutiérrez
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Symmetry
Subjects:
fuzzy systems
Takagi–Sugeno–Kang
ANFIS
gradient descent
hill climbing
Online Access:https://www.mdpi.com/2073-8994/15/7/1417

Internet

https://www.mdpi.com/2073-8994/15/7/1417

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