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Type-2 Fuzzy Logic in Control of Nonsmooth Systems

Theoretical Concepts and Applications

  • Book
  • © 2019

Overview

  • Focuses on the synthesis and analysis of type-2 fuzzy logic controllers
  • Covers closed-loop system analysis with smooth and nonsmooth Lyapunov functions
  • Sheds light on stability analysis of fuzzy control systems

Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 373)

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Table of contents (7 chapters)

  1. Introduction

  2. Genetic Algorithms

  3. Applications

Keywords

About this book

This book presents the synthesis and analysis of fuzzy controllers and its application to a class of mechanical systems. It mainly focuses on the use of type-2 fuzzy controllers to account for disturbances known as hard or nonsmooth nonlinearities. The book, which summarizes the authors’ research on type-2 fuzzy logic and control of mechanical systems, presents models, simulation and experiments towards the control of servomotors with dead-zone and Coulomb friction, and the control of both wheeled mobile robots and a biped robot. Closed-loop systems are analyzed in the framework of smooth and nonsmooth Lyapunov functions.

Authors and Affiliations

  • Division of Graduate Studies and Research, Tijuana Institute of Technology, Tijuana, Mexico

    Oscar Castillo

  • Centro de Investigación y Desarrollo de Tecnología Digital, Instituto Politécnico Nacional, Tijuana, Mexico

    Luis T. Aguilar

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