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Studies in Fuzziness and Soft Computing

Applications of Learning Classifier Systems

Editors: Bull, Larry (Ed.)

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eBook $149.00
price for USA in USD (gross)
  • ISBN 978-3-540-39925-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.99
price for USA in USD
  • ISBN 978-3-540-21109-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.00
price for USA in USD
  • ISBN 978-3-642-53559-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

 This carefully edited book brings together a fascinating selection of applications of Learning Classifier Systems (LCS). The book demonstrates the utility of this machine learning technique in recent real-world applications in such domains as data mining, modeling and optimization, and control. It shows how the LCS technique combines and exploits many Soft Computing approaches into a single coherent framework to produce an improved performance over other approaches.

Table of contents (12 chapters)

  • Learning Classifier Systems: A Brief Introduction

    Bull, Larry

    Pages 1-12

  • Data Mining using Learning Classifier Systems

    Barry, Alwyn (et al.)

    Pages 15-67

  • NXCS Experts for Financial Time Series Forecasting

    Armano, Giuliano

    Pages 68-91

  • Encouraging Compact Rulesets from XCS for Enhanced Data Mining

    Dixon, Philip W. (et al.)

    Pages 92-109

  • The Fighter Aircraft LCS: A Real-World, Machine Innovation Application

    Smith, R. E. (et al.)

    Pages 113-142

Buy this book

eBook $149.00
price for USA in USD (gross)
  • ISBN 978-3-540-39925-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.99
price for USA in USD
  • ISBN 978-3-540-21109-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.00
price for USA in USD
  • ISBN 978-3-642-53559-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Applications of Learning Classifier Systems
Editors
  • Larry Bull
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
150
Copyright
2004
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-39925-4
DOI
10.1007/978-3-540-39925-4
Hardcover ISBN
978-3-540-21109-9
Softcover ISBN
978-3-642-53559-8
Series ISSN
1434-9922
Edition Number
1
Number of Pages
VIII, 305
Topics