Title:
Computational intelligence paradigms theory & applications using MATLAB
Author:
Sumathi, S., 1968-
ISBN:
9781439809037
Publication Information:
Boca Raton, Fla. : CRC Press, 2010.
Physical Description:
xxiii, 829 p. : ill.
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.
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