Foundations of Learning Classifier Systems
Description
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.
Keywords
ComputersArtificial IntelligenceComputer ScienceMachine TheoryData ScienceBioinformaticsMachine LearningMathematicsScienceLife SciencesBiologyMolecular BiologyAnatomy & PhysiologyTechnology & EngineeringEngineering (General)
2005Book
Author(s)Larry Bull
PublisherSpringer Science & Business Media
ISBN9783540250739
LanguageEnglish
