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Do Smart Adaptive Systems Exist?

Best Practice for Selection and Combination of Intelligent Methods

  • Bogdan Gabrys
  • Kauko Leiviskä
  • Jens Strackeljan

Part of the Studies in Fuzziness and Soft Computing book series (STUDFUZZ, volume 173)

Table of contents

  1. Front Matter
    Pages I-X
  2. Intelligent Systems: Architectures and Perspectives

  3. Problem Definition — From Applications to Methods

  4. Data Preparation and Preprocessing

  5. From Methods To Applications

    1. Front Matter
      Pages 55-55
    2. C. Fyfe
      Pages 57-79
    3. M. van Someren, S. ten Hagen
      Pages 81-104
    4. J. M. Garibaldi
      Pages 105-132
    5. N. Kasabov, Z. Chan, Q. Song, D. Greer
      Pages 181-202
  6. From Applications To Methods

    1. Front Matter
      Pages 203-203
    2. J. Strackeljan
      Pages 205-232
    3. K. Leiviskä, L. Yliniemi
      Pages 251-265
    4. P. P. Angelov, Y. Zhang, J. A. Wright
      Pages 267-283
    5. A. Nürnberger, M. Detyniecki
      Pages 341-370

About this book

Introduction

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?

Keywords

algorithms artificial neural network data mining evolution expert system fuzzy fuzzy control fuzzy system intelligence intelligent systems learning machine learning multimedia neural networks reinforcement learning

Editors and affiliations

  • Bogdan Gabrys
    • 1
  • Kauko Leiviskä
    • 2
  • Jens Strackeljan
    • 3
  1. 1.School of Design, Engineering & ComputingBournemouth UniversityPooleUK
  2. 2.Department of Process Engineering, Control Engineering LaboratoryUniversity OuluOuluFinland
  3. 3.Institut für Mechanik, Lehrstuhl für Technische DynamikUniversität MagdeburgMagdeburgGermany

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-32374-0
  • Copyright Information Springer-Verlag Berlin Heidelberg 2005
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-24077-8
  • Online ISBN 978-3-540-32374-7
  • Series Print ISSN 1434-9922
  • Buy this book on publisher's site