Foundations of Learning Classifier Systems

Tim Kovacs

ISBN 10: 3642064132 / ISBN 13: 9783642064135

Published by Springer Berlin Heidelberg Nov 2010, 2010

About this Item

This item is printed on demand - it takes 3-4 days longer - Neuware -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. 344 pp. Englisch.

Seller Inventory # 9783642064135

Bibliographic Details

• Title: Foundations of Learning Classifier Systems
• Publisher: Springer Berlin Heidelberg Nov 2010
• Publication Date: 2010
• Language: English
• ISBN 10: 3642064132
• ISBN 13: 9783642064135
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 235W x 155H x 19D millimeters 235 millimeters width by 155 millimeters height by 19 millimeters depth
• Weight: 522 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.