Neural Networks for Optimization and Signal Processing

Name: Neural Networks for Optimization and Signal Processing
Price: 157.69 USD
Availability: InStock
ISBN: 9780471930105

ISBN-10: 0471930105

ISBN-13: 9780471930105

Edition: 1993

Authors: Andrzej Cichocki, R. Unbehauen

List price: $325.00

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Description:

A topical introduction on the ability of artificial neural networks to not only solve on-line a wide range of optimization problems but also to create new techniques and architectures. Provides in-depth coverage of mathematical modeling along with illustrative computer simulation results.

Book details

List price: $325.00
Copyright year: 1993
Publisher: John Wiley & Sons, Incorporated
Publication date: 6/7/1993
Binding: Hardcover
Pages: 548
Size: 6.50" wide x 9.50" long x 1.50" tall
Weight: 2.134
Language: English



Mathematical Preliminaries of Neurocomputing


Architectures and Electronic Implementation of Neural Network Models


Unconstrained Optimization and Learning Algorithms


Neural Networks for Linear, Quadratic Programming and Linear Complementarity Problems


A Neural Network Approach to the On-Line Solution of a System of Linear Algebraic Equations and Related Problems


Neural Networks for Matrix Algebra Problems


Neural Networks for Continuous, Nonlinear, Constrained Optimization Problems


Neural Networks for Estimation, Identification and Prediction


Neural Networks for Discrete and Combinatorial Optimization Problems


Appendices


Subject Index