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Informationen zum Autor S. Sumathi is an assistant professor in the Department of Electrical and Electronics Engineering at PSG College of Technology, Coimbatore, India. Her research interests include neural networks, fuzzy systems, genetic algorithms, pattern recognition and classification, data warehousing and mining, operating systems, and parallel computing. Surekha Paneerselvam is a lecturer in the Department of Electronics and Communication Engineering at Adhiyamaan College of Engineering, Hosur, India. Her research interests include robotics, virtual instrumentation, mobile communication, and computational intelligence. Klappentext This text tackles a broad range of computational intelligence techniques using MATLAB(R) as the underlying programming language. No other book in the field covers such a diversity of topics! from application areas of artificial neural networks and emerging trends of neural networks to evolutionary algorithms! programming! and strategies to MATLAB-based swarm intelligence. Full of questions! answers! and worked examples! each chapter focuses on the MATLAB implementation of a computational intelligence method. The appendices include emerging software packages! research projects! and all of the MATLAB toolboxes used in the text. Zusammenfassung 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 methodologies and algorithms used in CI research. Inhaltsverzeichnis Computational Intelligence. Artificial Neural Networks with MATLAB. Artificial Neural Network Architectures and Algorithms. Classification and Data Association Neural Networks. MATLAB Programs to Implement Neural Networks. MATLAB-Based Fuzzy Systems. Fuzzy Inference and Expert Systems. MATLAB Illustrations on Fuzzy Systems. Neuro-Fuzzy Modeling. Neuro-Fuzzy Modeling Using MATLAB. Evolutionary Computation Paradigms. Evolutionary Algorithms Implemented Using MATLAB. MATLAB-Based Genetic Algorithm. Genetic Programming with MATLAB. MATLAB-Based Swarm Intelligence. Appendices. Bibliography. ...
