Tim Kovacs

eBook, PDF

Strength or Accuracy: Credit Assignment in Learning Classifier Systems (eBook, PDF)

Beschreibung

A detailed examination of learning classifier systems (LCS), a form of machine learning system, which incorporates both Evolutionary Algorithms and Reinforcement Learning Algorithms.

Technische Details

• Geräte: PC
• ohne Kopierschutz
• Größe: 28.74MB

Barrierefreiheit

• Text-to-Speech

Autor

Tim Kovacs, University of Bristol, UK

Produktdetails

• Verlag: Springer London
• Seitenzahl: 307
• Erscheinungstermin: 6. Dezember 2012
• Englisch
• ISBN-13: 9780857294166
• Artikelnr.: 43999683

Rezensionen

From the reviews: "This book is a monograph on learning classifier systems ... . The main objective of the book is to compare strength-based classifier systems with accuracy-based systems. ... The book is equipped with nine appendices. ... The biggest advantage of the book is its readability. The book is well written and is illustrated with many convincing examples." (Jerzy W. Grzymal-Busse, Mathematical Reviews, Issue 2005 k)