Table of Contents

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.

Reviews

"...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)