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Advances in Soft Computing

Engineering Design and Manufacturing

  • Conference proceedings
  • © 2003

Overview

Editors:
  1. Jose Manuel Benítez

    1. Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain

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  2. Oscar Cordón

    1. Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain

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  3. Frank Hoffmann

    1. Royal Institute of Technology, Stockholm, Sweden

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  4. Rajkumar Roy

    1. Department of Enterprise Integration, School of Industrial and Manufacturing Science, Cranfield University, Cranfield, Bedford, UK

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  • New and highly advanced research results in the field of soft computing are explored in this collection of papers from world-renowned experts
  • A wide range of applications are dealt with including evolutionary design, data mining, bio-inspired systems, intelligent information retrieval, fault diagnosis and fuzzy control
  • Includes supplementary material: sn.pub/extras

  • 7059 Accesses

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About this book

Soft computing embraces methodologies for the development of intelligent systems that have been successfully applied to a large number of real-word problems. This collection of keynote papers, presented at the 7th On-line World Conference on Soft Computing in Engineering Design and Manufacturing, provides a comprehensive overview of recent advances in fuzzy, neural and evolutionary computing techniques and applications in engineering design and manufacturing.

Features:
- New and highly advanced research results at the forefront of soft computing in engineering design and manufacturing.
- Keynote papers by world-renowned researchers in the field.
- A good overview of current soft computing research around the world.

A collection of methodologies aimed at researchers and professional design and manufacturing engineers who develop and apply intelligent systems in computer engineering.

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Keywords

Table of contents (36 papers)

  1. Front Matter

    Pages I-XII
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  2. Session: Neural Networks and Neuro-Fuzzy Systems

    1. Fault Diagnosis of Air-conditioning System Using CMAC Neural Network Approach

      • Chin-Pao Hung, Mang-Hui Wang
      Pages 1-11

    2. Prototypes Stability Analysis in the Design of Radial Basis Function Neural Networks

      • Lino Ramirez, Witold Pedrycz
      Pages 13-20

    3. Canadian Weather Analysis Using Connectionist Learning Paradigms

      • Imran Maqsood, Muhammad Riaz Khan, Ajith Abraham
      Pages 21-32

    4. Application of Neural Networks and Expert Systems in a hierarchical approach to the intelligent greenhouse control

      • J. V. Capella, A. Bonastre, R. Ors
      Pages 33-41

    5. Artificial Neural Networks Design using Evolutionary Algorithms

      • P. A. Castillo, M. G. Arenas, J. J. Castillo-Valdivieso, J. J. Merelo, A. Prieto, G. Romero
      Pages 43-52

    6. TACDSS: Adaptation Using a Hybrid Neuro-Fuzzy System

      • Cong Tran, Ajith Abraham, Lakhmi Jain
      Pages 53-64

  3. Session: Fuzzy Systems

    1. Visual Inspection of Fuzzy Clustering Results

      • Frank Klawonn, Vera Chekhtman, Edgar Janz
      Pages 65-76

    2. Benchmark Between Three Controllers in IFOC: PI, IP and New Fuzzy-PI Regulator

      • Jean-Camille de Barros
      Pages 77-88

    3. Determining the Model Order of Nonlinear Input-Output Systems by Fuzzy Clustering

      • Balazs Feil, Janos Abonyi, Ferenc Szeifert
      Pages 89-98

    4. Fuzzy Self-Organizing Map based on Regularized Fuzzy c-means Clustering

      • Janos Abonyi, Sandor Migaly, Ferenc Szeifert
      Pages 99-108

    5. Outline Representation of Fonts Using Genetic Approach

      • Muhammad Sarfraz
      Pages 109-118

    6. Process-Oriented Plant Layout Design using a Fuzzy Set Decomposition Algorithm

      • Erel Avineri, Prakhar Vaish
      Pages 119-127

    7. A Fuzzy Colour Image Segmentation Applied to Robot Vision

      • J. Chamorro-Martínez, D. Sánchez, B. Prados-Suárez
      Pages 129-138

    8. Applying Rule Weight Derivation to Obtain Cooperative Rules

      • R. Alcalá, J. Casillas, O. Cordón, F. Herrera
      Pages 139-147

    9. XML based Modelling of Soft Computing Methods

      • Christian Veenhuis, Mario Köppen
      Pages 149-158

  4. Session: Miscellaneous

    1. Intelligent information retrieval: some research trends

      • Gabriella Pasi
      Pages 159-171

    2. Representation of Concept Specialization Distance through Resemblance Relations

      • Miguel-Ángel Sicilia, Elena García, Paloma Díaz, Ignacio Aedo
      Pages 173-181

    3. Kernel-based Face Recognition by a Reformulation of Kernel Machines

      • Pablo Navarrete, Javier Ruiz del Solar
      Pages 183-195

    4. Face Recognition Using Multi Log-Polar Images and Gabor Filters

      • María José Escobar, Javier Ruiz-del-Solare, José Rodriguez
      Pages 197-204
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Editors and Affiliations

  • Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain

    Jose Manuel Benítez, Oscar Cordón

  • Royal Institute of Technology, Stockholm, Sweden

    Frank Hoffmann

  • Department of Enterprise Integration, School of Industrial and Manufacturing Science, Cranfield University, Cranfield, Bedford, UK

    Rajkumar Roy

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