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Computational intelligence paradigms : theory and applications using MATLAB

Author: S Sumathi; P Surekha
Publisher: Boca Raton, FL : CRC Press, ©2010.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Offering a range of programming examples implemented in MATLAB[registered], this book presents theoretical concepts and a general framework for CI approaches. It covers numerous intelligent computing  Read more...

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Details

Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: S Sumathi; P Surekha
ISBN: 9781439809020 143980902X
OCLC Number: 286459003
Notes: "A Chapman & Hall book."
Description: xxiii, 829 pages : illustrations ; 24 cm
Contents: 1. Computational intelligence --
2. Artificial neural networks with MATLAB --
3. Artificial neural networks : architectures and algorithms --
4. Classification and association neural networks --
5. MATLAB programs to implement neural networks --
6. MATLAB-based fuzzy systems --
7. Fuzzy inference and expert systems --
8. MATLAB illustrations on fuzzy systems --
9. Neuro-fuzzy modeling using MATLAB --
10. Neuro-fuzzy modeling using MATLAB --
11. Evolutionary computation paradigms --
12. Evolutionary algorithms implemented using MATLAB --
13. MATLAB-based genetic algorithm --
14. Genetic programming --
15. MATLAB-based swarm intelligence --
A. Glossary of terms --
B. List of abbreviations --
C. MATLAB toolboxes based on CI --
D. Emerging software packages --
E. Research projects.
Responsibility: S. Sumathi, Surekha P.

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