Name: Soft Computing in Communications (en Inglés)
Price: 60710.00 CLP
Availability: InStock
Author: Lipo Wang
ISBN: 9783642536229

portada Soft Computing in Communications (en Inglés)

Soft Computing in Communications (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Lipo Wang

Año

2014

Idioma

Inglés

N° páginas

420

Encuadernación

Tapa Blanda

Dimensiones

23.40 x 15.60 x 2.10 cm

ISBN13

9783642536229

Soft Computing in Communications (en Inglés)

Lipo Wang (Autor) · Springer · Tapa Blanda

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Reseña del libro "Soft Computing in Communications (en Inglés)"

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.