Foundations of Learning Classifier Systems

336 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Studies in Fuzziness and Soft Computing
• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Technologie, allgemein Mathematik für Ingenieure
• ISBN: 9783642064135
• Sprache: Englisch
• Erscheinungsdatum: 25.11.2010
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Berlin
• Herausgegeben von: Larry Bull, Tim Kovacs