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Title: |
Zhang Neural Networks & Neural-Dynamic Method |
Search Result:
| By (author): |
Yunong Zhang, Chenfu Yi |
| ISBN10-13: |
1616688394 : 9781616688394 |
| Format: |
Hardback |
| Size: |
180x260mm |
| Pages: |
0 |
| Weight: |
.712 Kg. |
| Published: |
Nova Science Publishers, Inc (US) - November 2011 |
| List Price: |
238.99 Pounds Sterling |
| Availability: |
In Stock
Qty Available: 1 |
| Subjects: |
Mathematics |
| 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. |
| Table of Contents: |
| Matrix-Vector Problems; ZNN Solving the Time-Varying Linear System A(t)x(t) = b(t); ZNN for Time-Varying Convex Quadratic Optimization; ZNN for Time-Varying Matrix Inversion & Pseudoinverse-Solving; ZNN for Linear Time-Varying Matrix Equations Solving; ZNN for Time-Varying Matrix Square Roots Finding; Zhang Dynamics for the Scalar-Valued Nonlinear Problems; ZNN & GNN Models for Linear Constant Problems Solving; Unified Neural-Network Models; Conclusions & Outlook; Index. |
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