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Studies in Fuzziness and Soft Computing

Do Smart Adaptive Systems Exist?

Best Practice for Selection and Combination of Intelligent Methods

Editors: Gabryś, Bogdan, Leiviskä, Kauko, Strackeljan, Jens (Eds.)

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eBook $149.00
price for USA in USD (gross)
  • ISBN 978-3-540-32374-7
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Hardcover $249.99
price for USA in USD
  • ISBN 978-3-540-24077-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.99
price for USA in USD
  • ISBN 978-3-642-06320-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book is intended as a reference and a guide summarising and focusing on best practices when using intelligent techniques and building systems requiring a degree of adaptation and intelligence.

It is therefore not intended as a collection of the most recent research results but a practical guide for experts from other areas and industrial users who are interested in building solutions to their problems using intelligent techniques. One of the main issues covered is an attempt to answer the question of how to select and/or combine suitable intelligent techniques from a large pool of potential solutions.

Another attractive feature of the book is that it brings together experts from neural network, fuzzy, machine learning, evolutionary and hybrid systems communities who will provide their views on how these different intelligent technologies have contributed and will contribute to creation of smart adaptive systems of the future.

An integration of these communities has been one of the main goals of the European Network of Excellence on Smart Adaptive Systems (EUNITE) within which the idea of compiling such a volume has originated. Over three years of various EUNITE activities focusing on issues of adaptation and intelligent behaviour of computing and engineering systems has also led to posing the question which is the title of this book: Do smart adaptive systems exist?

Table of contents (17 chapters)

  • Do Smart Adaptive Systems Exist? — Introduction

    Gabrys, B.

    Pages 1-17

  • Problem Definition — From Applications to Methods

    Leiviskä, K.

    Pages 19-26

  • Data Preparation and Preprocessing

    Pyle, D.

    Pages 27-53

  • Artificial Neural Networks

    Fyfe, C.

    Pages 57-79

  • Machine Learning and Reinforcement Learning

    Someren, M. (et al.)

    Pages 81-104

Buy this book

eBook $149.00
price for USA in USD (gross)
  • ISBN 978-3-540-32374-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.99
price for USA in USD
  • ISBN 978-3-540-24077-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.99
price for USA in USD
  • ISBN 978-3-642-06320-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Do Smart Adaptive Systems Exist?
Book Subtitle
Best Practice for Selection and Combination of Intelligent Methods
Editors
  • Bogdan Gabryś
  • Kauko Leiviskä
  • Jens Strackeljan
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
173
Copyright
2005
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-32374-7
DOI
10.1007/3-540-32374-0
Hardcover ISBN
978-3-540-24077-8
Softcover ISBN
978-3-642-06320-6
Series ISSN
1434-9922
Edition Number
1
Number of Pages
X, 370
Topics