Zeroing Dynamics, Gradient Dynamics, and Newton Iterations |
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Author:
| Zhang, Yunong Xiao, Lin Xiao, Zhengli Mao, Mingzhi |
ISBN: | 978-1-4987-5379-1 |
Publication Date: | Oct 2018 |
Publisher: | Taylor & Francis Group
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Imprint: | CRC Press |
Book Format: | Digital (delivered electronically) |
List Price: | USD $58.95 |
Book Description:
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This book is the first one that shows how to accurately and efficiently solve time-varying problems in real-time or online using continuous- or discrete-time zeroing dynamics. The authors provide a comprehensive treatment of the theory of both static and dynamic neural networks. They develop, analyze, model, simulate, and compare zeroing dynamics models for the online solution of numerous time-varying problems, such as root finding, nonlinear equation solving, matrix inversion,...
More Description
This book is the first one that shows how to accurately and efficiently solve time-varying problems in real-time or online using continuous- or discrete-time zeroing dynamics. The authors provide a comprehensive treatment of the theory of both static and dynamic neural networks. They develop, analyze, model, simulate, and compare zeroing dynamics models for the online solution of numerous time-varying problems, such as root finding, nonlinear equation solving, matrix inversion, matrix square root finding, quadratic optimization, and inequality solving.