Computational Intelligence : An Introduction

Computational Intelligence : An Introduction

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  • 製本 Hardcover:ハードカバー版/ページ数 304 p.
  • 言語 ENG,ENG
  • 商品コード 9780470848708
  • DDC分類 006.3

Table of Contents

  List of Figures.
Preface.
PART I: INTRODUCTION.
Introduction to Computational Intelligence.
PART II: ARTIFICAL NEURAL NETWORKS.
The Artifical Neuron.
Supervised Learning Neural Networks.
Unsupervised Learning Neural Networks.
Radial Basis Function Networks.
Reinforcement Learning.
Performance Issues (Supervised Learning).
PART III: EVOLUTIONARY COMPUTING.
Introduction toEvolutionary 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.