Title :
Extension of the Perron-Frobenius theorem: from linear to homogeneous
Author :
De Leenheer, Patrick ; Aeyels, Dirk
Author_Institution :
Dept. of Math. & Stat., Arizona State Univ., Tempe, AZ, USA
Abstract :
This paper deals with homogeneous cooperative systems, a class of positive systems. It is shown that they admit a fairly simple asymptotic behavior, thereby generalizing the well-known Perron-Frobenius theorem from linear to homogeneous systems. As a corollary a simple criterion for global asymptotic stability is established. Then these systems are subject to constant inputs and we prove that asymptotic stability of the uncontrolled system is inherited by the new equilibrium point of the controlled system. Recent results on monotone control systems indicate the importance of this property in proving small gain theorems.
Keywords :
asymptotic stability; chemical technology; cooperative systems; linear systems; Perron-Frobenius theorem; chemical reactions; equilibrium point; gain theorems; global asymptotic stability; homogeneous cooperative systems; linear systems; monotone control systems; positive systems; uncontrolled system; Asymptotic stability; Chemistry; Control systems; Eigenvalues and eigenfunctions; Mathematics; Nonlinear systems; Sociology; Statistics; Systems biology; Vectors;
Conference_Titel :
Decision and Control, 2002, Proceedings of the 41st IEEE Conference on
Print_ISBN :
0-7803-7516-5
DOI :
10.1109/CDC.2002.1185043