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  • © 2002

Soft Computing and Industry

Recent Applications

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  • ISBN: 978-1-4471-0123-9
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Table of contents (70 chapters)

  1. Front Matter

    Pages I-XXXV
  2. Keynote Papers

    1. Front Matter

      Pages 1-1
    2. The Supervised Learning No-Free-Lunch Theorems

      • David H. Wolpert
      Pages 25-42
    3. Making Evolutionary Design Optimisation Popular in Industry: Issues and Techniques

      • Rajkumar Roy, Ashutosh Tiwari, Andreas Braneby
      Pages 43-54
    4. Computing with Autopoietic Systems

      • Juan Carlos Letelier, Gonzalo Marín, Jorge Mpodozis
      Pages 67-80
    5. The Internet and Education: Forces at War?

      • James C. Bezdek
      Pages 81-96
  3. Intelligent Control

    1. Front Matter

      Pages 97-97
    2. Holonic Scheduling for an Assembly Line

      • Radoslaw Cechowicz
      Pages 103-110
    3. Combining First Principles Models and Neural Networks for Generic Model Control

      • Janos Abonyi, Janos Madar, Ferenc Szeifert
      Pages 111-122
    4. Adaptive Model-Based Control of Non-Linear Plants using Neural Networks and Fuzzy Logic

      • Patricia Melin, Francisco Valerio, Margarita Ramirez, Alejandro Sanchez
      Pages 123-132
    5. Intelligent Control of a Battery Charging Process with a Hybrid Approach

      • Roberto Sepulveda, Patricia Melin
      Pages 133-143
    6. A Breeder Genetic Algorithm for Adaptive Filter Optimization

      • Oscar Montiel, Oscar Castillo
      Pages 145-155
    7. Intelligent Control of Robotic Autonomous Systems using a Neuro-Fuzzy-Genetic Approach

      • Julio Aguilar, Leocundo Aguilar, Oscar Castillo
      Pages 157-166
    8. Prediction of Power Requirement in Turning using a GA-Fuzzy Approach

      • Bikramjit Podder, Dilip Kumar Pratihar, Mohit Sehravat, Surojit Mondal, Ratan Joarder
      Pages 167-178
    9. Predictive Control of a Nonlinear Process Using Multiple Models Optimization Based on Fast Evolutionary Programming

      • Leandro Dos Santos Coelho, Otacílio da Mota Almeida, Rodrigo Rodrigues Sumar, Antonio Augusto Rodrigues Coelho
      Pages 179-190

About this book

Soft computing embraces various methodologies for the development of intelligent systems that have been successfully applied to a large number of real-world problems. Soft Computing in Industry contains a collection of papers that were presented at the 6th On-line World Conference on Soft Computing in Industrial Applications that was held in September 2001. It provides a comprehensive overview of recent theoretical developments in soft computing as well as of successful industrial applications. It is divided into seven parts covering material on:
keynote papers on various subjects ranging from computing with autopoietic systems to the effects of the Internet on education; intelligent control; classification, clustering and optimization; image and signal processing; agents, multimedia and Internet; theoretical advances; prediction, design and diagnosis. The book is aimed at researchers and professional engineers who develop and apply intelligent systems in computer engineering.

Keywords

  • Chaos
  • Fuzzy
  • Signal
  • Soft Computing Techniques
  • Wavelet
  • algorithm
  • calculus
  • complexity
  • data mining
  • genetic algorithms
  • image processing
  • modeling
  • optimization
  • programming
  • visualization

Editors and Affiliations

  • Enterprise Integration, Cranfield University, Cranfield, Bedford, UK

    Rajkumar Roy

  • Department of Pattern Recognition, Fraunhofer IPK-Berlin, Berlin, Germany

    Mario Köppen

  • Institute of Intelligent Electronics, Helsinki University of Technology, Espoo, Finland

    Seppo Ovaska

  • Department of Information Engineering, Mie University, Tsu, Japan

    Takeshi Furuhashi

  • Royal Institute of Technology, NADA/CV AP, Stockholm, Sweden

    Frank Hoffmann

Bibliographic Information

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-1-4471-0123-9
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout