Computational Intelligence
An Introduction
1st Edition
Published on 13. September 2002
Book
Hardback
310 pages
978-0-470-84870-8 (ISBN)
Description
Computational Intelligence (CI) is a branch of Artificial Intelligence (AI) and the result of algorithmic developments that attempt to model biological and natural intelligence. This is the first textbook in this area meets an urgent demand to fill this gap in literature.
Reviews / Votes
"...a wonderful book on many of the hot topics ...a fascinating read for anyone studying computational intelligence..." (Measurement and Control, Vol 37(5), June 2004)More details
Edition
1., Aufl.
Language
English
Place of publication
Chichester
United Kingdom
Publishing group
John Wiley and Sons Ltd
Target group
College/higher education
Professional and scholarly
Illustrations
bibliography, index
Dimensions
Height: 25.1 cm
Width: 17.1 cm
Weight
670 gr
ISBN-13
978-0-470-84870-8 (9780470848708)
Schweitzer Classification
Other editions
New editions
Book
10/2007
2nd Edition
Wiley
€119.50
Shipment within 10-20 days
Content
List of Figures.Preface.PART I: INTRODUCTION.Introduction to Computational Intelligence.PART II: ARTIFICIAL NEURAL NETWORKS.The Artificial Neuron.Supervised Learning Neural Networks.Unsupervised Learning Neural Networks.Radial Basis Function Networks.Reinforcement Learning.Performance Issues (Supervised Learning).PART III: EVOLUTIONARY COMPUTING.Introduction to Evolutionary Computing.Genetic Algorithms.Genetic Programming.Evolutionary Programming.Evolutionary Strategies.Differential Evolution.Cultural Evolution.Coevolution.PART IV: SWARM INTELLIGENCE.Particle Swarm Optimization.Ant Colony Optimization.PART V: FUZZY SYSTEMS.Fuzzy Systems.Fuzzy Inferencing Systems.Fuzzy Controllers.Rough Sets.CONCLUSION.Bibliography.Further Reading.A: Acronyms.B: Symbols.Index.