Foundations of Learning Classifier Systems

Larry Bull, Tim Kovacs9783642064135, 3642064132

This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. Foundations of Learning Classifier Systems combines and exploits many Soft Computing approaches into a single coherent framework. 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.