학술논문

External Direct Sum Invariant Subspace and Decomposition of Coupled Differential-Difference Equations
Document Type
Periodical
Author
Source
IEEE Transactions on Automatic Control IEEE Trans. Automat. Contr. Automatic Control, IEEE Transactions on. 69(2):1022-1028 Feb, 2024
Subject
Signal Processing and Analysis
Stability analysis
Numerical stability
Matrix decomposition
Difference equations
Delays
Sufficient conditions
Systematics
Delay systems
interconnected systems
linear systems
Lyapunov methods
Language
ISSN
0018-9286
1558-2523
2334-3303
Abstract
This article discusses the invariant subspaces that are restricted to be external direct sums. Some existence conditions are presented that facilitate finding such invariant subspaces. This problem is related to the decomposition of coupled differential-difference equations, leading to the possibility of lowering the dimensions of coupled differential-difference equations. As has been well documented, lowering the dimension of coupled differential-difference equations can drastically reduce the computational time needed in stability analysis when a complete quadratic Lyapunov–Krasovskii functional is used. Most known ad hoc methods of reducing the order are special cases of this formulation.