Computational intelligence : an introduction
Publication details: England : John Wiley & Sons Ltd, c2007. Edition: 2nd edDescription: xxx, 597 p. : ill. ; 25 cmISBN: 9780470035610Subject(s): DDC classification: 006.3 ENG| Item type | Current library | Home library | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|---|
English Reference
|
Villa College Library | Villa College Library | 006.3 ENG (Browse shelf(Opens below)) | Available | 8476 |
Contents:
Pt. I. Introduction
1. Introduction to computational intelligence
Pt. II. Artificial neural networks
2. The artificial neuron
3. Supervised learning neural networks
4. Unsupervised learning neural networks
5. Radial basis function networks
6. Reinforcement learning
7. Performance issues (Supervised learning)
Pt. III. Evolutionary computation
8. Introduction to evolutionary computation
9. Genetic algorithms
10. Genetic programming
11. Evolutionary programming
12. Evolution strategies
13. Differential evolution
14. Cultural algorithms
15. Coevolution
Pt. IV. Computational swarm intelligence
16. Particle swarm optimization
17. Ant algorithms
Pt. V. Artificial immune systems
18. Natural immune system
19. Artificial immune models
Pt. VI. Fuzzy systems
20. Fuzzy sets
21. Fuzzy logic and reasoning
22. Fuzzy controllers
23. Rough sets
A. Optimization theory.
Includes bibliographical references and index.
Electronic version is available via NetLibrary.
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