Computational Intelligence Paradigms: Theory & Applications using MATLAB - Surekha Paneerselvam,S. Sumathi
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Offering a wide range of programming examples implemented in MATLAB®, this book presents theoretical concepts and a general framework for CI approaches. It covers numerous intelligent computing methodologies and algorithms used in CI research. The text provides worked examples of neural networks, fuzzy systems, hybrid neuro-fuzzy systems, evolutionary computation, genetic algorithms and programming, and swa ... Täielik kirjeldus
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Kirjeldus
Offering a wide range of programming examples implemented in MATLAB®, this book presents theoretical concepts and a general framework for CI approaches. It covers numerous intelligent computing methodologies and algorithms used in CI research. The text provides worked examples of neural networks, fuzzy systems, hybrid neuro-fuzzy systems, evolutionary computation, genetic algorithms and programming, and swarm intelligence, along with the associated MATLAB toolboxes. It also contains research projects, a survey of emerging commercial software packages, and numerous review questions.
Lisateave
| Autor | Surekha Paneerselvam, S. Sumathi |
|---|---|
| Kirjastaja | CRC Press |
| Väljalaskeaasta | 2019 |
| Kaanetüüp | Pehme kaanega |
| EAN | 9780367384555 |