Zeroing Dynamics, Gradient Dynamics, and Newton Iterations
Zhang, Yunong / Xiao, Lin / Xiao, Zhengli / Mao, Mingzhi
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 ...
