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Nature-Inspired Design of Hybrid Intelligent Systems

  • Patricia Melin
  • Oscar Castillo
  • Janusz Kacprzyk

Part of the Studies in Computational Intelligence book series (SCI, volume 667)

Table of contents

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

    1. Front Matter
      Pages 1-1
    2. Claudia I. Gonzalez, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo
      Pages 3-18
    3. Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro
      Pages 19-38
    4. Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro
      Pages 39-61
    5. Gabriela E. Martínez, D. Olivia Mendoza, Juan R. Castro, Patricia Melin, Oscar Castillo
      Pages 79-97
    6. Quetzali Madera, Oscar Castillo, Mario Garcia, Alejandra Mancilla
      Pages 99-113
    7. Beatriz González, Fevrier Valdez, Patricia Melin
      Pages 127-138
  3. Neural Networks Theory and Applications

    1. Front Matter
      Pages 139-139
    2. Magdiel Jiménez-Guarneros, Pilar Gómez-Gil, Rigoberto Fonseca-Delgado, Manuel Ramírez-Cortés, Vicente Alarcón-Aquino
      Pages 159-173
    3. Mario I. Chacon-Murguia, Luis E. Guerra-Fernandez, Hector Erives
      Pages 175-185
    4. Martha Pulido, Patricia Melin, German Prado-Arechiga
      Pages 195-205
    5. Juan Carlos Sanchez-Diaz, Manuel Ramirez-Cortes, Pilar Gomez-Gil, Jose Rangel-Magdaleno, Israel Cruz-Vega, Hayde Peregrina-Barreto
      Pages 207-224
    6. Daniela Sánchez, Patricia Melin, Juan Carpio, Hector Puga
      Pages 225-241
    7. Eduardo Méndez, Omar Lugo, Patricia Melin
      Pages 243-254
  4. Fuzzy Metaheuristics

    1. Front Matter
      Pages 255-255
    2. Patricia Ochoa, Oscar Castillo, José Soria
      Pages 257-268
    3. Cinthia Peraza, Fevrier Valdez, Oscar Castillo
      Pages 269-283
    4. Carlos Soto, Fevrier Valdez, Oscar Castillo
      Pages 285-295
    5. Eduardo Méndez, Oscar Castillo, José Soria, Ali Sadollah
      Pages 297-311
    6. Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia González
      Pages 313-327
    7. Jonathan Pérez, Fevrier Valdez, Oscar Castillo
      Pages 343-355
    8. Luis Valenzuela, Fevrier Valdez, Patricia Melin
      Pages 357-369
    9. Frumen Olivas, Fevrier Valdez, Oscar Castillo
      Pages 391-405
  5. Metaheuristic Applications

    1. Front Matter
      Pages 407-407
    2. Alfonso Uriarte, Patricia Melin, Fevrier Valdez
      Pages 423-430
    3. Alberto Ochoa, Karina Juárez-Casimiro, Tannya Olivier, Raymundo Camarena, Irving Vázquez
      Pages 457-476
    4. Carlos Sepúlveda, Oscar Montiel, José. M. Cornejo Bravo, Roberto Sepúlveda
      Pages 493-503
  6. Fuzzy Logic Applications

    1. Front Matter
      Pages 517-517
    2. Emanuel Ontiveros-Robles, José González Vázquez, Juan R. Castro, Oscar Castillo
      Pages 519-540
    3. Ivette Miramontes, Gabriela Martínez, Patricia Melin, German Prado-Arechiga
      Pages 541-550
    4. Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga
      Pages 573-582
    5. Yoshio Rubio, Oscar Montiel, Roberto Sepúlveda
      Pages 583-602
    6. Nataly Duarte, Luis T. Aguilar, Oscar Castillo
      Pages 603-613
  7. Optimization: Theory and Applications

    1. Front Matter
      Pages 615-615
    2. M. A. Sotelo-Figueroa, Arturo Hernández-Aguirre, Andrés Espinal, J. A. Soria-Alcaraz
      Pages 617-629
    3. Daniel Martínez-Vega, Patricia Sanchez, Guadalupe Castilla, Eduardo Fernandez, Laura Cruz-Reyes, Claudia Gomez et al.
      Pages 641-653
    4. Marco Aurelio Sotelo-Figueroa, Héctor José Puga Soberanes, Juan Martín Carpio, Héctor J. Fraire Huacuja, Laura Cruz Reyes, Jorge Alberto Soria Alcaraz et al.
      Pages 655-671

About this book

Introduction

This book highlights recent advances in the design of hybrid intelligent systems based on 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 divided into seven main parts, the first of which addresses theoretical aspects of and new concepts and algorithms based on type-2 and intuitionistic fuzzy logic systems. The second part focuses on neural network theory, and explores the applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The book’s third part presents enhancements to meta-heuristics based on fuzzy logic techniques and describes new nature-inspired optimization algorithms that employ fuzzy dynamic adaptation of parameters, while the fourth part presents diverse applications of nature-inspired optimization algorithms. In turn, the fifth part investigates applications of fuzzy logic in diverse areas, such as time series prediction and pattern recognition. The sixth part examines new optimization algorithms and their applications. Lastly, the seventh part is dedicated to the design and application of different hybrid intelligent systems.

Keywords

Computational Intelligence Nature-Inspired Optimization Meta-Heuristics Pattern Recognition Time Series Prediction

Editors and affiliations

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

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-47054-2
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-47053-5
  • Online ISBN 978-3-319-47054-2
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • Buy this book on publisher's site