Zhang Neural Networks & Neural-Dynamic Method

Zhang, Yunong; Yi, Chenfu

ISBN 10: 1616688394 / ISBN 13: 9781616688394

Published by Nova Science Publishers Inc, 2011

About this Item

Num Pages: 261 pages, tables & charts. BIC Classification: PB. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 264 x 181 x 21. Weight in Grams: 712. . 2011. Hardcover. . . . . Books ship from the US and Ireland.

Seller Inventory # V9781616688394

Bibliographic Details

• Title: Zhang Neural Networks & Neural-Dynamic Method
• Publisher: Nova Science Publishers Inc
• Publication Date: 2011
• Language: English
• ISBN 10: 1616688394
• ISBN 13: 9781616688394
• Binding: Hardcover
• Condition: New

About this title

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.

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.