Advertisement

Soft Computing for Intelligent Control and Mobile Robotics

  • Oscar Castillo
  • Janusz Kacprzyk
  • Witold Pedrycz

Part of the Studies in Computational Intelligence book series (SCI, volume 318)

Table of contents

  1. Front Matter
  2. Theory and Algorithms

    1. Front Matter
      Pages 1-1
    2. Ramón Zatarain, Lucia Barrón-Estrada, Carlos Alberto Reyes-García, Orion Fausto Reyes-Galaviz
      Pages 3-22
    3. Luis G. Martínez, Juan R. Castro, Guillermo Licea, Antonio Rodríguez-Díaz, Carlos Álvarez
      Pages 23-41
    4. Soria-Alcaraz Jorge A., Carpio-Valadez J. Martin, Terashima-Marin Hugo
      Pages 43-56
    5. Alberto Ochoa, Yazmani Garcia, Javier Yañez
      Pages 57-65
    6. Francisco Arce, José Mario García Valdez
      Pages 67-77
  3. Intelligent Control

    1. Front Matter
      Pages 79-79
    2. Ieroham Baruch, Carlos-Roman Mariaca-Gaspar, Josefina Barrera-Cortes, Oscar Castillo
      Pages 81-102
    3. Eduardo Gómez-Ramírez, Patricia Melin, Oscar Castillo
      Pages 103-123
    4. Leocundo Aguilar, Oscar Castillo, J. Antonio García-Macías, Guillermo Licea
      Pages 125-142
    5. Arnulfo Alanis Garza, Oscar Castillo, José Mario García Valdez
      Pages 143-159
  4. Optimization of Fuzzy Controllers

    1. Front Matter
      Pages 179-179
    2. Ricardo Martinez, Oscar Castillo, Luis T. Aguilar, Antonio Rodriguez
      Pages 181-193
    3. Leticia Cervantes, Oscar Castillo
      Pages 213-224
    4. Abraham Meléndez, Oscar Castillo, Arnulfo Alanis Garza
      Pages 225-232
  5. Time Series Prediction and Intelligent Agents

    1. Front Matter
      Pages 251-251
    2. Juan R. Castro, Oscar Castillo, Patricia Melin, Olivia Mendoza, Antonio Rodríguez-Díaz
      Pages 269-285
    3. Jesus Soto, Oscar Castillo, José Soria
      Pages 287-301
    4. María Lucila Morales-Rodríguez, Fabián Medellín-Martínez, Juan J. González B.
      Pages 303-313
    5. Iván Espinoza-Hernández, Dora-Luz Flores, Antonio Rodríguez-Díaz, Manuel Castañón-Puga, Carelia Gaxiola
      Pages 315-327
    6. Cecilia Leal-Ramirez, Oscar Castillo, Antonio Rodriguez-Diaz
      Pages 329-351
  6. Vision and Robotics

    1. Front Matter
      Pages 353-353
    2. Rogelio Salinas-Gutiérrez, Arturo Hernández-Aguirre, Mariano J. J. Rivera-Meraz, Enrique R. Villa-Diharce
      Pages 355-372
    3. Pablo Rivas-Perea, Jose Gerardo Rosiles, Wei Qian
      Pages 373-393
    4. Jesús David Terán Villanueva, Héctor Joaquín Fraire Huacuja, Rodolfo Pazos Rangel, Juan Martín Carpio Valadez, Héctor José Puga Soberanes, Juan Javier González Barbosa
      Pages 395-404
    5. Nohe R. Cazarez-Castro, Luis T. Aguilar, Oscar Castillo
      Pages 405-421
    6. Selene L. Cardenas-Maciel, Oscar Castillo, Luis T. Aguilar
      Pages 423-444
    7. Oscar Montiel Ross, Jesús Camacho, Roberto Sepúlveda, Oscar Castillo
      Pages 445-463
    8. Oscar Montiel, Jesús Camacho, Roberto Sepúlveda, Oscar Castillo
      Pages 465-481
  7. Back Matter

About this book

Introduction

This book describes in a detailed fashion the application of hybrid intelligent systems using soft computing techniques for intelligent control and mobile robotics. Soft Computing (SC) consists of several intelligent computing paradigms, including fuzzy logic, neural networks, and bio-inspired optimization algorithms, which can be used to produce powerful hybrid intelligent systems. The prudent combination of SC techniques can produce powerful hybrid intelligent systems that are capable of solving real-world problems. This is illustrated in this book with a wide range of applications, with particular emphasis in intelligent control and mobile robotics. The book is organized in five main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of theory and algorithms, which are basically papers that propose new models and concepts, which can be the basis for achieving intelligent control and mobile robotics. The second part contains papers with the main theme of intelligent control, which are basically papers using bio-inspired techniques, like evolutionary algorithms and neural networks, for achieving intelligent control of non-linear plants. The third part contains papers with the theme of optimization of fuzzy controllers, which basically consider the application of bio-inspired optimization methods to automate the de-sign process of optimal type-1 and type-2 fuzzy controllers. The fourth part contains papers that deal with the application of SC techniques in times series prediction and intelligent agents. The fifth part contains papers with the theme of computer vision and robotics, which are papers considering soft computing methods for applications related to vision and robotics.

Keywords

Computational Intelligence Intelligent Control Mobile Robotics Soft Computing

Editors and affiliations

  • Oscar Castillo
    • 1
  • Janusz Kacprzyk
    • 2
  • Witold Pedrycz
    • 3
  1. 1.Tijuana Institute of TechnologyChula VistaUSA
  2. 2.Polish Academy of SciencesWarsawPoland
  3. 3.University of AlbertaEdmontonCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-15534-5
  • Copyright Information Springer Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-15533-8
  • Online ISBN 978-3-642-15534-5
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • Buy this book on publisher's site