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Soft Computing in Communications (Paperback, Softcover reprint of the original 1st ed. 2004)
Loot Price: R4,045
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Soft Computing in Communications (Paperback, Softcover reprint of the original 1st ed. 2004)
Series: Studies in Fuzziness and Soft Computing, 136
Expected to ship within 18 - 22 working days
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Soft computing, as opposed to conventional "hard" computing,
tolerates imprecision and uncertainty, in a way very much similar
to the human mind. Soft computing techniques include neural
networks, evolutionary computation, fuzzy logic, and chaos. The
recent years have witnessed tremendous success of these powerful
methods in virtually all areas of science and technology, as
evidenced by the large numbers of research results published in a
variety of journals, conferences, as weil as many excellent books
in this book series on Studies in Fuzziness and Soft Computing.
This volume is dedicated to recent novel applications of soft
computing in communications. The book is organized in four Parts,
i.e., (1) neural networks, (2) evolutionary computation, (3) fuzzy
logic and neurofuzzy systems, and (4) kernel methods. Artificial
neural networks consist of simple processing elements called
neurons, which are connected by weights that may be adjusted during
learning. Part 1 of the book has seven chapters, demonstrating some
of the capabilities of two major types of neural networks, i.e.,
multiplayer perceptron (MLP) neural networks and Hopfield-type
neural networks.
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