Foundations of Learning Classifier Systems
Foundations of Learning Classifier Systems By Larry Bull, Tim Kovacs
2010 | 329 Pages | ISBN: 3642064132 | PDF | 5 MB
2010 | 329 Pages | ISBN: 3642064132 | PDF | 5 MB
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.