Differential Evolution with Shadowed and General Type-2 Fuzzy Systems for Dynamic Parameter Adaptation in Optimal Design of Fuzzy Controllers

This work is mainly focused on improving the differential evolution algorithm with the utilization of shadowed and general type 2 fuzzy systems to dynamically adapt one of the parameters of the evolutionary method. Previously, we have worked with both kinds of fuzzy systems in different types of ben...

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Bibliographic Details
Main Authors: Patricia Ochoa, Oscar Castillo, Patricia Melin, José Soria
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Axioms
Subjects:
Online Access:https://www.mdpi.com/2075-1680/10/3/194