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Fuzzy Logic in Intelligent System Design

Theory and Applications

  • Patricia Melin
  • Oscar Castillo
  • Janusz Kacprzyk
  • Marek Reformat
  • William Melek
Conference proceedings NAFIPS 2017

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 648)

Table of contents

  1. Front Matter
    Pages i-xi
  2. Theoretical Aspects of Fuzzy Logic

    1. Front Matter
      Pages 1-1
    2. Valerie Cross
      Pages 9-21
    3. Fernando Monroy-Tenorio, Ildar Batyrshin, Alexander Gelbukh, Valery Solovyev, Nailya Kubysheva, Imre Rudas
      Pages 22-32
  3. Type-2 Fuzzy Logic

    1. Front Matter
      Pages 39-39
    2. M. H. Fazel Zarandi, A. Seifi, H. Esmaeeli, Sh. Sotudian
      Pages 41-51
    3. Ali Akbar Sadat Asl, Mohammad Hossein Fazel Zarandi
      Pages 52-60
    4. Zohre Moattar Husseini, Mohammad Hossein Fazel Zarandi
      Pages 73-81
  4. Fuzzy Logic in Metaheuristics

  5. Emergent Intelligent Models

    1. Front Matter
      Pages 139-139
    2. Yoshio Rubio, Oscar Montiel, Roberto Sepúlveda
      Pages 141-146
    3. Oscar Montiel, Roberto Sepúlveda, Yoshio Rubio
      Pages 156-161
    4. Alisson Porto, Fernando Gomide
      Pages 162-171
    5. Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro
      Pages 172-180
    6. Francisco Javier García-López, Ildar Batyrshin, Alexander Gelbukh
      Pages 181-188
  6. Fuzzy Logic in Medicine

    1. Front Matter
      Pages 189-189
    2. M. H. Fazel Zarandi, A. Seifi, M. M. Ershadi, H. Esmaeeli
      Pages 191-201
    3. Ivette Miramontes, Gabriela Martínez, Patricia Melin, German Prado-Arechiga
      Pages 202-213
    4. Carlos Sepúlveda, Oscar Montiel, José M. Cornejo, Roberto Sepúlveda
      Pages 214-221
  7. Intelligent Control

    1. Front Matter
      Pages 223-223
    2. Erasmo Gabriel Martínez Soltero, Carlos Lopéz-Franco, Alma Y. Alanis, Nancy Arana-Daniel
      Pages 225-231
    3. Jonathan Perez, Patricia Melin, Oscar Castillo, Fevrier Valdez, Claudia Gonzalez, Gabriela Martinez
      Pages 232-241
    4. Jorge D. Rios, Alma Y. Alanís, Nancy Arana-Daniel, Carlos López-Franco
      Pages 242-247
    5. Sotir Sotirov, Evdokia Sotirova, Dicho Stratiev, Danail Stratiev, Nikolay Sotirov
      Pages 248-255
    6. Alberto Álvarez, David Reyes, Ernesto J. Rincón, José Valderrama, Pascual Noradino, Gerardo M. Méndez
      Pages 256-263
    7. David Reyes, Alberto Álvarez, Ernesto J. Rincón, José Valderrama, Pascual Noradino, Gerardo M. Méndez
      Pages 264-269
  8. Fuzzy Logic in Mathematics

    1. Front Matter
      Pages 279-279
    2. Milan Hladík, Michal Černý
      Pages 281-286
    3. Patricia Melin, Oscar Castillo, Andrzej Pownuk, Olga Kosheleva, Vladik Kreinovich
      Pages 287-292
  9. Applications of Fuzzy Logic

    1. Front Matter
      Pages 313-313
    2. Leila Abdolkarimzadeh, Milad Azadpour, M. H. Fazel Zarandi
      Pages 315-322
    3. M. H. Fazel Zarandi, Mona Abdolkarimzadeh
      Pages 323-328
    4. Bouchra Ben Amma, Said Melliani, L. S. Chadli
      Pages 335-357
  10. Theoretical Concepts of Fuzzy Models

About these proceedings

Introduction

This book describes recent advances in the use of fuzzy logic for the design of hybrid intelligent systems based on nature-inspired optimization and their applications in areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. Based on papers presented at the North American Fuzzy Information Processing Society Annual Conference (NAFIPS 2017), held in Cancun, Mexico from 16 to 18 October 2017, the book is divided into nine main parts, the first of which first addresses theoretical aspects, and proposes new concepts and algorithms based on type-1 fuzzy systems. The second part consists of papers on new concepts and algorithms for type-2 fuzzy systems, and on applications of type-2 fuzzy systems in diverse areas, such as time series prediction and pattern recognition. In turn, the third part contains papers that present enhancements to meta-heuristics based on fuzzy logic techniques describing new nature-inspired optimization algorithms that use fuzzy dynamic adaptation of parameters. The fourth part presents emergent intelligent models, which range from quantum algorithms to cellular automata. The fifth part explores applications of fuzzy logic in diverse areas of medicine, such as the diagnosis of hypertension and heart diseases. The sixth part describes new computational intelligence algorithms and their applications in different areas of intelligent control, while the seventh examines the use of fuzzy logic in different mathematic models. The eight part deals with a diverse range of applications of fuzzy logic, ranging from environmental to autonomous navigation, while the ninth covers theoretical concepts of fuzzy models

Keywords

Intelligent Systems Fuzzy Logic Intelligent System Design Hybrid Intelligent Systems NAFIPS 2017

Editors and affiliations

  • Patricia Melin
    • 1
  • Oscar Castillo
    • 2
  • Janusz Kacprzyk
    • 3
  • Marek Reformat
    • 4
  • William Melek
    • 5
  1. 1.Division of Graduate Studies and ResearchTijuana Institute of TechnologyTijuanaMexico
  2. 2.Division of Graduate Studies and ResearchTijuana Institute of TechnologyTijuanaMexico
  3. 3.Systems Research InstitutePolish Academy of SciencesWarsawPoland
  4. 4.Department of Electrical and Computer EngineeringUniversity of AlbertaEdmontonCanada
  5. 5.Laboratory of Computational Intelligence and AutomationUniversity of WaterlooWaterlooCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-67137-6
  • Copyright Information Springer International Publishing AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-67136-9
  • Online ISBN 978-3-319-67137-6
  • Series Print ISSN 2194-5357
  • Series Online ISSN 2194-5365
  • Buy this book on publisher's site