Foundations of Learning Classifier Systems

Larry Bull

ISBN 10: 3540250735 / ISBN 13: 9783540250739

Published by Springer-Verlag Berlin and Heidelberg GmbH and Co. KG, DE, 2005

About this Item

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.

Seller Inventory # LU-9783540250739

Bibliographic Details

• Title: Foundations of Learning Classifier Systems
• Publisher: Springer-Verlag Berlin and Heidelberg GmbH and Co. KG, DE
• Publication Date: 2005
• Language: English
• ISBN 10: 3540250735
• ISBN 13: 9783540250739
• Binding: Hardback
• Edition: 2005 ed.
• Condition: New
• Dimensions: 15.6W x 2.06H x 23.39D centimeters 15.6 centimeters width by 2.06 centimeters height by 23.39 centimeters depth
• Weight: 612 grams

About this title

Synopsis

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.