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Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine

  • Oscar Castillo
  • Patricia Melin
Book

Part of the Studies in Computational Intelligence book series (SCI, volume 827)

Table of contents

  1. Front Matter
    Pages i-ix
  2. Type-1 and Type-2 Fuzzy Logic

  3. Pattern Recognition

    1. Front Matter
      Pages 57-57
    2. Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martinez
      Pages 71-81
    3. Juan Barraza, Fevrier Valdez, Patricia Melin, Claudia González
      Pages 83-93
  4. Metaheuristics: Theory and Applications

    1. Front Matter
      Pages 95-95
    2. Emer Bernal, Oscar Castillo, José Soria, Fevrier Valdez
      Pages 109-118
    3. Hector Carreon, Fevrier Valdez, Oscar Castillo
      Pages 119-154
    4. Luis Rodríguez, Oscar Castillo, Mario García, José Soria
      Pages 155-167
    5. Fevrier Valdez, Francisco Moreno, Patricia Melin
      Pages 181-189
  5. Medical Applications

    1. Front Matter
      Pages 191-191
    2. Eduardo Ramírez, Patricia Melin, German Prado-Arechiga
      Pages 193-217
    3. Ivette Miramontes, Patricia Melin, German Prado-Arechiga
      Pages 219-231
    4. Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga
      Pages 233-239
    5. Carlos Villaseñor, Nancy Arana-Daniel, Alma Y. Alanis, Carlos Lopez-Franco, Roberto Valencia-Murillo
      Pages 241-256
    6. Martin Vázquez, Patricia Melin, German Prado-Arechiga
      Pages 257-269
  6. Robotic Applications

    1. Front Matter
      Pages 271-271
    2. Ulises Orozco-Rosas, Kenia Picos, Oscar Montiel, Oscar Castillo
      Pages 273-288
    3. Eufronio Hernández, Oscar Castillo, José Soria
      Pages 289-299
    4. Felizardo Cuevas, Oscar Castillo, Prometeo Cortes
      Pages 301-314
    5. Jacinto González-Aguilar, Oscar Castillo, Prometeo Cortés-Antonio
      Pages 327-340

About this book

Introduction

This book describes the latest advances in fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their applications in areas such as: intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction, and optimization of complex problems. The book is divided into five main parts. The first part proposes new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications; the second explores new concepts and algorithms in neural networks and fuzzy logic applied to recognition. The third part examines the theory and practice of meta-heuristics in various areas of application, while the fourth highlights diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical contexts. Finally, the fifth part focuses on applications of fuzzy logic, neural networks and meta-heuristics to robotics problems.

Keywords

Computational Intelligence Hybrid Intelligent Systems Intelligent Systems Intelligent Control Control

Editors and affiliations

  • Oscar Castillo
    • 1
  • Patricia Melin
    • 2
  1. 1.Division of Graduate Studies and ResearchTijuana Institute of TechnologyTijuanaMexico
  2. 2.Division of Graduate Studies and ResearchTijuana Institute of TechnologyTijuanaMexico

Bibliographic information