Hierarchical Type-2 Fuzzy Aggregation of Fuzzy Controllers

  • Leticia Cervantes
  • Oscar Castillo

Part of the SpringerBriefs in Applied Sciences and Technology book series (BRIEFSAPPLSCIENCES)

Also part of the SpringerBriefs in Computational Intelligence book sub series (BRIEFSINTELL)

Table of contents

  1. Front Matter
    Pages i-viii
  2. Leticia Cervantes, Oscar Castillo
    Pages 1-2
  3. Leticia Cervantes, Oscar Castillo
    Pages 3-11
  4. Leticia Cervantes, Oscar Castillo
    Pages 13-19
  5. Leticia Cervantes, Oscar Castillo
    Pages 21-59
  6. Leticia Cervantes, Oscar Castillo
    Pages 61-62
  7. Back Matter
    Pages 63-69

About this book

Introduction

This book focuses on the fields of fuzzy logic, granular computing and also considering the control area. These areas can work together to solve various control problems, the idea is that this combination of areas would enable even more complex problem solving and better results. In this book we test the proposed method using two benchmark problems: the total flight control and the problem of water level control for a 3 tank system. When fuzzy logic is used it make it easy to performed the simulations, these fuzzy systems help to model the behavior of a real systems, using the fuzzy systems fuzzy rules are generated and with this can generate the behavior of any variable depending on the inputs and linguistic value. For this reason this work considers the proposed architecture using fuzzy systems and with this improve the behavior of the complex control problems.

Keywords

Computational Intelligence Hierarchical Type-2 Fuzzy Aggregation Fuzzy Controllers Fuzzy Logic Granular Computing Type-2 Fuzziness

Authors and affiliations

  • Leticia Cervantes
    • 1
  • Oscar Castillo
    • 2
  1. 1.Division of Graduate StudiesTijuana Institute of TechnologyTijuanaMexico
  2. 2.Division of Graduate StudiesTijuana Institute of TechnologyTijuanaMexico

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-26671-8
  • Copyright Information The Author(s) 2016
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-26670-1
  • Online ISBN 978-3-319-26671-8
  • Series Print ISSN 2191-530X
  • Series Online ISSN 2191-5318
  • About this book
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