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Soft Computing in Industrial Applications

Editors: Suzuki, Y., Ovaska, S.J., Furuhashi, T., Roy, R., Dote, Y. (Eds.)

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About this book

This book contains recent theoretical innovations and a comprehensive collection of industrial applications in the emerging field of Soft Computing. Soft computing is a new form of artificial intelligence and it consists of four core methodologies: Fuzzy Computing, Neuro Computing, Evolutionary Computation, and Probabilistic Computing. These individual techniques are clearly complementary or synergistic rather than competitive. Therefore, it is a common practice to combine two or three methodologies when solving complex problems. Also the systematic fusion of soft computing and hard computing is a highly potential alternative to be considered. Soft computing methodologies are suitable for various real-world applications, because the available information and system knowledge are often imprecise, un­ certain, or partially even incorrect. To handle such demanding conditions and obtain the required robustness with pure hard computing would typically be either very difficult or expensive. This book is a unique collection of technical articles providing a thorough overview of the state-of-the-art theory and industrial applications. The core articles on evolutionary computation, fuzzy computing, and neuro computing are of particular interest to researchers and practicing engineers.

Table of contents (58 chapters)

Table of contents (58 chapters)
  • Fuzzy Process Model Development with Missing Data

    Pages 5-14

    Collantes, Luis (et al.)

  • Decomposed Fuzzy Models for Modelling and Identification of Dynamic Systems

    Pages 15-28

    Golob, Marjan

  • Investigation of Least Square Fuzzy Identification via a Virtual Higher Resolution Fuzzy Model

    Pages 29-37

    Chow, K. M. (et al.)

  • Fuzzy Morphologies Revisited

    Pages 39-48

    Köppen, Mario (et al.)

  • A Design Method of Stable Non-separate Controller Using Symbolic Expressions

    Pages 49-61

    Yamamoto, Hidehiro (et al.)

Buy this book

eBook $279.00
price for USA in USD (gross)
  • ISBN 978-1-4471-0509-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $359.00
price for USA in USD
  • ISBN 978-1-85233-293-8
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Soft Computing in Industrial Applications
Editors
  • Yukinori Suzuki
  • Seppo J. Ovaska
  • Takeshi Furuhashi
  • Rajkumar Roy
  • Yasuhiko Dote
Copyright
2000
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London Limited
eBook ISBN
978-1-4471-0509-1
DOI
10.1007/978-1-4471-0509-1
Hardcover ISBN
978-1-85233-293-8
Edition Number
1
Number of Pages
XV, 670
Topics

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