August 2024
Intermediate to advanced
355 pages
11h 19m
English
Content preview from Zhang Time Discretization (ZTD) Formulas and Applications
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Chapter 13Future Matrix Equations Solving
Abstract
In this chapter, time-dependent matrix equation problems, including the Lyapunov equation, the matrix inversion, and the generalized matrix inversion, are investigated in a future (or say, discrete time-dependent) perspective. Then, in order to develop a unified solution algorithm for solving the above three future problems, a future matrix equation (FME) is investigated. A discrete-time unified solution algorithm, which is based on zeroing neural network (ZNN) method and an eight-step Zhang time discretization (8S-ZTD) formula, is thus developed and termed as eight-step discrete-time ZNN (8S-DTZNN) algorithm. Meanwhile, theoretical analyses on the stability ...
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