Neural Networks, Fuzzy Logic and Genetic Algorithms: Synthesis and Applications by Rajasekaran Free Download
Name of the Book : Neural Networks, Fuzzy Logic and Genetic Algorithms: Synthesis and Applications
Name of the Author(s) : Rajasekaran
Name of the Publisher : PHI
Book Format : PDF
Language : English
Neural Networks, Fuzzy Logic, And Genetic Algorithms: Synthesis And Applications Pdf Free Download (With Cd – Rom) (Computer) is a book that explains a whole consortium of technologies underlying the soft computing which is a new concept that is emerging in computational intelligence. The book is very descriptive and diagrams are very detailed and illustrated in a manner for easy understanding. This book is very good for senior undergraduate and first year postgraduate students of engineering. It can also be used by academicians and researchers widely.
The book contains the following chapters in different sections like part 1 has Networks Associative Memory Adaptive Resonance Theory and Neural Networks-Fundamentals of Neural Networks Backpropagation. Part 2 has Fuzzy Systems and Fuzzy Set Theory. Part 3 consists of Genetic Modelling and Fundamentals of Genetic Algorithms. Part 4 has Integration of Fuzzy Logic and Genetic Algorithms, Neural Networks, Network Fuzzy Backpropagation, Genetic Algorithm based Backpropagation, Fuzzy Associative Memory, and Network Simplified Fuzzy Artmap. The constituent technologies have been discussed in detail and the hybridisation of technologies have been demonstrated on various architectures in the the book for better understanding of such applications. The book also discusses in detail the FL-GA hybridisation. It gives examples of various architectures by vivid illustrations. The CD-ROM that comes along with the book is a good addon. It demonstrates various architectures of the technology in detail and makes it easy to understand along with the chapters in the book.
Neural Networks, Fuzzy Logic and Genetic Algorithms Synthesis and Applications textbook by Rajasekaran Pdf Free Download.