Foundations of Learning Classifier Systems

By Tim Kovacs

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.

• Format: Hardcover
• Language: English
• ISBN: 3540250735
• ISBN13: 9783540250739
• Release Date: July 2005
• Publisher: Springer
• Length: 336 Pages
• Weight: 1.45 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"