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Recent Advances on Hybrid Approaches for Designing Intelligent Systems

  • Oscar Castillo
  • Patricia Melin
  • Witold Pedrycz
  • Janusz Kacprzyk

Part of the Studies in Computational Intelligence book series (SCI, volume 547)

Table of contents

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

  3. Bio-Inspired Algorithms

    1. Front Matter
      Pages 137-137
    2. Alberto Ochoa-Zezzatti, Oscar Castillo, Patricia Melín, Nemesio Castillo, Sandra Bustillos, Julio Arreola
      Pages 139-150
    3. Anabel Martínez-Vargas, Ángel G. Andrade, Roberto Sepúlveda, Oscar Montiel-Ross
      Pages 151-162
    4. Cinthya Solano-Aragón, Oscar Castillo
      Pages 177-189
    5. David de la O, Oscar Castillo, Abraham Meléndez
      Pages 191-208
    6. Leticia Cervantes, Oscar Castillo
      Pages 209-224
    7. Jonathan Pérez, Fevrier Valdez, Oscar Castillo
      Pages 225-237
    8. Juan Carlos Vazquez, Fevrier Valdez, Patricia Melin
      Pages 239-254
    9. Evelia Lizarraga, Oscar Castillo, José Soria, Fevrier Valdez
      Pages 289-304
  4. Neural Networks

    1. Front Matter
      Pages 305-305
    2. Mario I. Chacon-Murguia, David Urias-Zavala
      Pages 315-336
    3. Pilar Gómez-Gil, Ever Juárez-Guerra, Vicente Alarcón-Aquino, Manuel Ramírez-Cortés, José Rangel-Magdaleno
      Pages 337-351
    4. Roberto Sepúlveda, Oscar Montiel, Daniel Gutiérrez, Gerardo Díaz, Oscar Castillo
      Pages 369-380
    5. Coral Sánchez, Patricia Melin, Leslie Astudillo
      Pages 381-390
    6. Andrés Espinal, Martín Carpio, Manuel Ornelas, Héctor Puga, Patricia Melin, Marco Sotelo-Figueroa
      Pages 391-403
    7. Beatriz González, Fevrier Valdez, Patricia Melin, German Prado-Arechiga
      Pages 427-435
    8. Gabriela E. Martínez, Patricia Melin, Olivia D. Mendoza, Oscar Castillo
      Pages 437-449
  5. Optimization Methods and Applications

    1. Front Matter
      Pages 451-451
    2. Alejandro Santiago, Héctor Joaquín Fraire Huacuja, Bernabé Dorronsoro, Johnatan E. Pecero, Claudia Gómez Santillan, Juan Javier González Barbosa et al.
      Pages 453-465
    3. Laura Cruz-Reyes, César Medina Trejo, Fernando López Irrarragorri, Claudia G. Gómez Santillán
      Pages 467-479
    4. Soria-Alcaraz Jorge, Carpio Martin, Puga Hector, Melin Patricia, Terashima-Marin Hugo, Cruz Laura et al.
      Pages 481-492
    5. Marcela Quiroz, Laura Cruz-Reyes, Jose Torres-Jimenez, Claudia Gómez Santillán, Héctor J. Fraire Huacuja, Patricia Melin
      Pages 493-507
    6. Mario C. López-Locés, Norberto Castillo-García, Héctor J. Fraire Huacuja, Pascal Bouvry, Johnatan E. Pecero, Rodolfo A. Pazos Rangel et al.
      Pages 509-517
    7. Norberto Castillo-García, Héctor Joaquín Fraire Huacuja, Rodolfo A. Pazos Rangel, José A. Martínez Flores, Juan Javier González Barbosa, Juan Martín Carpio Valadez
      Pages 519-532
    8. Laura Cruz-Reyes, Eduardo Fernandez, Claudia Gomez, Patricia Sanchez
      Pages 533-542
    9. Laura Cruz-Reyes, Paula Hernández Hernández, Patricia Melin, Héctor Joaquín Fraire Huacuja, Julio Mar-Ortiz, Héctor José Puga Soberanes et al.
      Pages 543-554
    10. S. Samantha Bastiani, Laura Cruz-Reyes, Eduardo Fernandez, Claudia Gómez, Gilberto Rivera
      Pages 555-565
    11. Héctor Fraire, J. David Terán-Villanueva, Norberto Castillo García, Juan Javier Gonzalez Barbosa, Eduardo Rodríguez del Angel, Yazmín Gómez Rojas
      Pages 567-577
  6. Evolutionary and Intelligent Methods

    1. Front Matter
      Pages 579-579
    2. Amaury Hernandez, Mario Garcia, Alejandra Mancilla
      Pages 607-616
    3. Rodolfo A. Pazos Rangel, Marco A. Aguirre, Juan J. González, Juan Martín Carpio
      Pages 617-630

About this book

Introduction

This book describes recent advances on hybrid intelligent systems using soft computing techniques for diverse areas of application, such as intelligent control and robotics, pattern recognition, time series prediction and optimization complex problems. 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 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 type-2 fuzzy logic, which basically consists of papers that propose new models and applications for type-2 fuzzy systems. The second part contains papers with the main theme of bio-inspired optimization algorithms, which are basically papers using nature-inspired techniques to achieve optimization of complex optimization problems in diverse areas of application. The third part contains papers that deal with new models and applications of neural networks in real world problems. The fourth part contains papers with the theme of intelligent optimization methods, which basically consider the proposal of new methods of optimization to solve complex real world optimization problems. The fifth part contains papers with the theme of evolutionary methods and intelligent computing, which are papers considering soft computing methods for applications related to diverse areas, such as natural language processing, recommending systems and optimization.

Keywords

Bio-inspired Models Computational Intelligence Designing Intelligent Systems Hybrid Approaches Intelligent Systems

Editors and affiliations

  • Oscar Castillo
    • 1
  • Patricia Melin
    • 2
  • Witold Pedrycz
    • 3
  • Janusz Kacprzyk
    • 4
  1. 1.Division of Graduate Studies and ResearchTijuana Institute of TechnologyTijuanaMexico
  2. 2.Division of Graduate Studies and ResearchTijuana Institute of TechnologyTijuanaMexico
  3. 3.Department of Electrical and Computer EngineeringUniversity of AlbertaEdmontonCanada
  4. 4.Systems Research InstitutePolish Academy of SciencesWarsawPoland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-05170-3
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-05169-7
  • Online ISBN 978-3-319-05170-3
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • Buy this book on publisher's site