On the m-dimensional Cayley-Hamilton theorem and its application to an algebraic decision problem inferred from the H2 norm analysis of delay systems

被引:4
|
作者
Gomez, Marco A. [1 ]
Jungers, Raphael M. [2 ]
Michiels, Wim [1 ]
机构
[1] Katholieke Univ Leuven, Dept Comp Sci, B-3001 Leuven, Belgium
[2] Catholic Univ Louvain, ICTEAM Inst, Louvain La Neuve, Belgium
关键词
Decision problem on semigroup of matrices; Cayley-Hamilton theorem; Time-delay systems; H-2; norm; STABILITY; MATRICES;
D O I
10.1016/j.automatica.2019.108761
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a recursion formula for multi-dimensional powers of a finite set of matrices, which can be interpreted as a natural generalization of the celebrated Cayley-Hamilton theorem, and we show how it allows to solve an algebraic decision problem on a semigroup of matrices, which bears similarities to the observability problem of a switched linear system. This problem appears in the computation of the H-2 norm of a stable system described by a class of linear time-invariant delay differential equations (DDAEs) with multiple delays. The H-2 norm of a DDAE may not be finite even if there are seemingly no direct feedthrough terms. We show that necessary and sufficient conditions for a finite H-2 norm consist of an infinite number of linear equations to be satisfied, inducing the algebraic decision problem, and that using the generalized Cayley-Hamilton theorem checking these conditions can be turned into a check of a finite number of equations. We conclude with some comments on the computation of the H-2 norm whenever it is finite and by stating an open problem. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页数:8
相关论文
empty
未找到相关数据