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Computational Intelligence - An Introduction
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  • Wiley

More About This Title Computational Intelligence - An Introduction

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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.

  • English

English

"...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)
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