Computational Intelligence Paradigms

Name: Computational Intelligence Paradigms
Brand: CRC Press

CRC Press

Computational Intelligence ParadigmsTheory & Applications using MATLAB\nAuthor(s): S. Sumathi, Surekha Paneerselvam\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: CRC Press\nISBN-13: 9780367384555, 978-0367384555\nSynopsis\nOffering a wide range of programming examples implemented in MATLAB, Computational Intelligence Paradigms: Theory and Applications Using MATLAB presents theoretical concepts and a general framework for computational intelligence (CI) approaches, including artificial neural networks, fuzzy systems, evolutionary computation, genetic algorithms and programming, and swarm intelligence. It covers numerous intelligent computing methodologies and algorithms used in CI research. \n\nThe book first focuses on neural networks, including common artificial neural networks; neural networks based on data classification, data association, and data conceptualization; and real-world applications of neural networks. It then discusses fuzzy set.