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Computational intelligence paradigms : theory & applications using MATLAB / S. Sumathi and Surekha Paneerselvam.

By: Sumathi, S, 1968 [author.].
Contributor(s): Surekha, P, 1980-.
Material type: materialTypeLabelBookPublisher: Boca Raton, Fla. : CRC Press, 2010Description: 1 online resource (xxiii, 829 pages).ISBN: 9780429191565; 9781466546943.Subject(s): MATLAB | Computational intelligenceAdditional physical formats: Print version: : No titleDDC classification: 006.3 Online resources: Click here to view.
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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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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