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Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization

  • Patricia Melin
  • Oscar Castillo
  • Janusz Kacprzyk

Part of the Studies in Computational Intelligence book series (SCI, volume 601)

Table of contents

  1. Front Matter
    Pages i-xii
  2. Fuzzy Logic Theory

    1. Front Matter
      Pages 1-1
    2. Claudia I. Gonzalez, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo
      Pages 3-11
    3. Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro
      Pages 13-25
    4. Elid Rubio, Oscar Castillo
      Pages 47-57
    5. Gabriela E. Martínez, Patricia Melin, Olivia D. Mendoza, Oscar Castillo
      Pages 59-70
  3. Neural Networks Theory

    1. Front Matter
      Pages 71-71
    2. Andrés Espinal, Martín Carpio, Manuel Ornelas, Héctor Puga, Patricia Melín, Marco Sotelo-Figueroa
      Pages 89-101
    3. Mario I. Chacon-Murguia, Juan A. Ramirez-Quintana
      Pages 103-117
    4. Luis Carlos Padierna, Martín Carpio, Rosario Baltazar, Héctor José Puga, Héctor Joaquín Fraire
      Pages 127-137
  4. Neural Networks Applications

  5. Nature Inspired Optimization

    1. Front Matter
      Pages 197-197
    2. Maribel Guerrero, Oscar Castillo, Mario García
      Pages 199-210
    3. Camilo Caraveo, Fevrier Valdez, Oscar Castillo
      Pages 211-218
    4. David de la O, Oscar Castillo, Abraham Meléndez, Patricia Melin, Leslie Astudillo, Coral Sánchez
      Pages 253-266
  6. Nature Inspired Optimization Applications

    1. Front Matter
      Pages 267-267
    2. Oscar Montiel, J. M. Cornejo, Carlos Sepúlveda, Roberto Sepúlveda
      Pages 305-317
    3. Ulises Orozco-Rosas, Oscar Montiel, Roberto Sepúlveda
      Pages 319-332
    4. Oscar Montiel, Ajelet Rivera, Roberto Sepúlveda
      Pages 333-345
    5. Rene Márquez Valenzuela, Mario García Valdez
      Pages 347-355
    6. S. Samantha Bastiani, Laura Cruz-Reyes, Eduardo Fernandez, Claudia Gómez, Gilberto Rivera
      Pages 357-373
  7. Optimization: Theory and Applications

    1. Front Matter
      Pages 375-375
    2. Héctor Joaquín Fraire Huacuja, Alejandro Santiago, Johnatan E. Pecero, Bernabé Dorronsoro, Pascal Bouvry, José Carlos Soto Monterrubio et al.
      Pages 377-389
    3. A. Jorge Soria-Alcaraz, Martin Carpio, Hector Puga, Jerry Swan, Patricia Melin, Hugo Terashima et al.
      Pages 391-417
    4. Laura Cruz-Reyes, César Medina Trejo, Fernando López Irrarragorri, Claudia G. Gómez Santillan
      Pages 419-429
    5. Fausto Balderas, Eduardo Fernandez, Claudia Gómez, Laura Cruz-Reyes
      Pages 431-439
    6. Paula Hernández Hernández, Laura Cruz-Reyes, Patricia Melin, Julio Mar-Ortiz, Héctor Joaquín Fraire Huacuja, Héctor José Puga Soberanes et al.
      Pages 441-453
    7. Laura Cruz-Reyes, Eduardo Fernandez, Claudia Gomez, Patricia Sanchez, Guadalupe Castilla, Daniel Martinez
      Pages 455-464
    8. Norberto Castillo-García, Héctor Joaquín Fraire Huacuja, José Antonio Martínez Flores, Rodolfo A. Pazos Rangel, Juan Javier González Barbosa, Juan Martín Carpio Valadez
      Pages 465-474
  8. Fuzzy Logic Applications

    1. Front Matter
      Pages 475-475
    2. Xochilt Ramirez-Garcia, Mario Garcia-Valdez
      Pages 497-505
    3. Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga
      Pages 517-526
    4. Mario C. López-Locés, Kavita Rege, Johnatan E. Pecero, Pascal Bouvry, Héctor J. Fraire Huacuja
      Pages 527-536
    5. Rogelio Florencia-Juárez, Juan J. González B., Rodolfo A. Pazos R., José A. Martínez F., María L. Morales-Rodríguez
      Pages 537-551

About this book

Introduction

This book presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization and their application in areas such as, intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems. The book is organized in eight main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of theoretical aspects of fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on fuzzy systems. The second part contains papers with the main theme of neural networks theory, which are basically papers dealing with new concepts and algorithms in neural networks. The third part contains papers describing applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The fourth part contains papers describing new nature-inspired optimization algorithms. The fifth part presents diverse applications of nature-inspired optimization algorithms. The sixth part contains papers describing new optimization algorithms. The seventh part contains papers describing applications of fuzzy logic in diverse areas, such as time series prediction and pattern recognition. Finally, the eighth part contains papers that present enhancements to meta-heuristics based on fuzzy logic techniques.

Keywords

Computational Intelligence Intelligent Systems based on Fuzzy Logic Nature-inspired Optimization Neural Networks Pattern Recognition

Editors and affiliations

  • Patricia Melin
    • 1
  • Oscar Castillo
    • 2
  • Janusz Kacprzyk
    • 3
  1. 1.Division of Graduate Studies and ResearchTijuana Institute of TechnologyTijuanaMexico
  2. 2.Division of Graduate Studies and ResearchTijuana Institute of TechnologyTijuanaMexico
  3. 3.Polish Academy of SciencesSystems Research InstituteWarsawPoland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-17747-2
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-17746-5
  • Online ISBN 978-3-319-17747-2
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • Buy this book on publisher's site