Computational Intelligence – An Introduction
Inbunden bok. John Wiley & Sons. 1 uppl. 2005. 310 sidor.
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Table of contents:
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
Förlagsfakta
- ISBN
- 9780470848708
- Titel
- Computational Intelligence: An Introduction
- Författare
- Andries P. Engelbrecht
- Förlag
- John Wiley & Sons
- Utgivningsår
- 2002
- Omfång
- 310 sidor
- Bandtyp
- Inbunden
- Vikt
- 669 g
- Språk
- English
