This specific ISBN edition is currently not available.View all copies of this ISBN edition:
Offering 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.
The 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 sets, fuzzy rules, applications of fuzzy systems, and different types of fused neuro-fuzzy systems, before providing MATLAB illustrations of ANFIS, classification and regression trees, fuzzy c-means clustering algorithms, fuzzy ART map, and Takagi–Sugeno inference systems. The authors also describe the history, advantages, and disadvantages of evolutionary computation and include solved MATLAB programs to illustrate the implementation of evolutionary computation in various problems. After exploring the operators and parameters of genetic algorithms, they cover the steps and MATLAB routines of genetic programming. The final chapter introduces swarm intelligence and its applications, particle swarm optimization, and ant colony optimization.
Full of worked examples and end-of-chapter questions, this comprehensive book explains how to use MATLAB to implement CI techniques for the solution of biological problems. It will help readers with their work on evolution dynamics, self-organization, natural and artificial morphogenesis, emergent collective behaviors, swarm intelligence, evolutionary strategies, genetic programming, and the evolution of social behaviors.
"synopsis" may belong to another edition of this title.
Offering a wide 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. 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.About the Author:
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.
"About this title" may belong to another edition of this title.
Book Description CRC Press, 2010. Hardcover. Condition: New. Brand New! Cover has minor shelf rubbings. Your Satisfaction Guaranteed. We ship daily. Expedited shipping available. Seller Inventory # E6G190829297
Book Description CRC Press 2010-01-04, 2010. Condition: New. Brand new book, sourced directly from publisher. Dispatch time is 4-5 working days from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Seller Inventory # NU-TNFPD-00153683
Book Description CRC Press, 2010. Hardback. Condition: NEW. 9781439809020 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. For all enquiries, please contact Herb Tandree Philosophy Books directly - customer service is our primary goal. Seller Inventory # HTANDREE0191682
Book Description CRC Press. Condition: BRAND NEW. BRAND NEW Hardcover - This title is now printed on demand - please allow added time for shipment! A Brand New Quality Book from a Full-Time Veteran Owned Bookshop in business since 1992!. Seller Inventory # 3430485
Book Description CRC Press, 2010. Hardcover. Condition: New. 1. Seller Inventory # DADAX143980902X
Book Description CRC Pr I Llc, 2009. Hardcover. Condition: Brand New. 1st edition. 720 pages. 9.33x6.46x1.65 inches. In Stock. Seller Inventory # zk143980902X
Book Description CRC Press, 2010. Hardcover. Condition: New. Brand New!. Seller Inventory # VIB143980902X
Book Description CRC Press. Hardcover. Condition: New. 143980902X New Condition. Seller Inventory # NEW33.2934152