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 1Future Matrix Right Pseudoinversion
Abstract
In addition to the high-speed parallel-distributed processing property, neural networks can be readily implemented by hardware and thus have been applied widely in various fields. In this chapter, via Zhang-Taylor discretization formula, two Zhang-Taylor discrete-time zeroing neural network (ZT-DTZNN) algorithms are presented, developed, and investigated for future matrix right pseudoinversion (FMRP). For comparison as well as for illustration, Euler-type DTZNN (ET-DTZNN) algorithms and Newton iteration (NI) algorithm are presented. In addition, according to the criterion of whether the time-derivative information of the time-dependent matrix is explicitly ...
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