Studies in Computational Intelligence

Soft Computing Based Modeling in Intelligent Systems

Editors: Balas, Valentina Emilia, Fodor, János, Várkonyi-Kóczy, Annamária R. (Eds.)

  • Contains the extended works originally presented at the IEEE International Workshop SOFA 2005

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eBook $159.00
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  • ISBN 978-3-642-00448-3
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Softcover $209.00
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  • ISBN 978-3-642-10147-2
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About this book

The book includes soft computing implementations of intelligent systems models. The recent popularity of fuzzy systems, neural networks and evolutionary computation, considered as related in AI, are now widely used to build intelligent systems. Professor Lotfi A. Zadeh has suggested the term "Soft Computing" for all new techniques working in these new areas of AI. Soft Computing techniques are tolerant to imprecision, uncertainty and partial truth. Due to the large variety and complexity of the domain, the constituting methods of Soft Computing are not competing for a comprehensive ultimate solution. Instead they are complementing each other, for dedicated solutions adapted to each specific problem. Hundreds of concrete applications are already available in many domains. Model based approaches offer a very challenging way to integrate a priori knowledge into procedures. Due to their flexibility, robustness, and easy interpretability, the soft computing applications will continue to have an exceptional role in our technologies.

Table of contents (9 chapters)

  • Soft Computing Methods for Global, Local and Personalized Modeling and Applications in Bioinformatics

    Kasabov, Nikola

    Pages 1-18

  • Orthosymmetry Aspects of Aggregation Functions

    Maes, Koen C. (et al.)

    Pages 19-34

  • MOGA Design of Neural Network Predictors of Inside Temperature in Public Buildings

    Ruano, A. E. (et al.)

    Pages 35-61

  • Model Based Anytime Soft Computing Approaches in Engineering Applications

    Várkonyi-Kóczy, Annamária R.

    Pages 63-92

  • A Multi-structure Modeling Methodology

    Pessel, Nathalie (et al.)

    Pages 93-113

Buy this book

eBook $159.00
price for USA (gross)
  • ISBN 978-3-642-00448-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $209.00
price for USA
  • ISBN 978-3-642-00447-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $209.00
price for USA
  • ISBN 978-3-642-10147-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Soft Computing Based Modeling in Intelligent Systems
Editors
  • Valentina Emilia Balas
  • János Fodor
  • Annamária R. Várkonyi-Kóczy
Series Title
Studies in Computational Intelligence
Series Volume
196
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-00448-3
DOI
10.1007/978-3-642-00448-3
Hardcover ISBN
978-3-642-00447-6
Softcover ISBN
978-3-642-10147-2
Series ISSN
1860-949X
Edition Number
1
Number of Pages
IX, 205
Topics