Zhang Neural Networks & Neural-Dynamic Method (Mathematics Research Developments Series) - Hardcover

Yunong Zhang; Chenfu Yi

 
9781616688394: Zhang Neural Networks & Neural-Dynamic Method (Mathematics Research Developments Series)
Hardcover
ISBN 10: 1616688394 ISBN 13: 9781616688394
Publisher: Nova Science Publishers, Inc (US), 2011

Synopsis

The real-time solution to a mathematical problem arises in numerous fields of science, engineering, and business. It is usually an essential part of many solutions, e.g., matrix/vector computation, optimisation, control theory, kinematics, signal processing, and pattern recognition. In recent years, due to the in-depth research on neural networks, numerous recurrent neural networks (RNN) based on the gradient-based method have been developed and investigated. Particularly, some simple neural networks were proposed to solve linear programming problems in real time and implemented on analogue circuits. In this book, ZNN, ZD or ZND theory formalises these problems and solutions in the time-varying context and provides compact models that could solve those dynamic problems.

"synopsis" may belong to another edition of this title.

Product Description

The real-time solution to a mathematical problem arises in numerous fields of science, engineering, and business. This book presents ZNN, ZD or ZND theory that formalises these problems and solutions in the time-varying context, and provides compact models that could solve those dynamic problems.

"About this title" may belong to another edition of this title.

Publisher
Nova Science Publishers, Inc (US)
Publication date
2011
Language
English
ISBN 10 
1616688394
ISBN 13 
9781616688394
Binding
Hardcover
Number of pages
1