Read While You Wait - Get immediate ebook access, if available*, when you order a print book

Studies in Fuzziness and Soft Computing

Foundations of Learning Classifier Systems

Editors: Bull, Larry, Kovacs, Tim (Eds.)

Free Preview

Buy this book

eBook $189.00
price for USA in USD
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-32396-9
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.99
price for USA in USD
  • ISBN 978-3-540-25073-9
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
Softcover $249.99
price for USA in USD
  • ISBN 978-3-642-06413-5
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
About this book

This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. It includes self-contained background chapters on related fields (reinforcement learning and evolutionary computation) tailored for a classifier systems audience and written by acknowledged authorities in their area - as well as a relevant historical original work by John Holland.

Table of contents (13 chapters)

Table of contents (13 chapters)
  • Foundations of Learning Classifier Systems: An Introduction

    Pages 1-17

    Bull, Larry (et al.)

  • Population Dynamics of Genetic Algorithms

    Pages 19-43

    Rowe, Jonathan

  • Approximating Value Functions in Classifier Systems

    Pages 45-61

    Booker, Lashon

  • Two Simple Learning Classifier Systems

    Pages 63-89

    Bull, Larry

  • Computational Complexity of the XCS Classifier System

    Pages 91-125

    Butz, Martin (et al.)

Buy this book

eBook $189.00
price for USA in USD
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-32396-9
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.99
price for USA in USD
  • ISBN 978-3-540-25073-9
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
Softcover $249.99
price for USA in USD
  • ISBN 978-3-642-06413-5
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Foundations of Learning Classifier Systems
Editors
  • Larry Bull
  • Tim Kovacs
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
183
Copyright
2005
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-32396-9
DOI
10.1007/b100387
Hardcover ISBN
978-3-540-25073-9
Softcover ISBN
978-3-642-06413-5
Series ISSN
1434-9922
Edition Number
1
Number of Pages
VI, 336
Topics

*immediately available upon purchase as print book shipments may be delayed due to the COVID-19 crisis. ebook access is temporary and does not include ownership of the ebook. Only valid for books with an ebook version. Springer Reference Works are not included.