Extension of the Perron-Frobenius theorem to homogeneous systems

被引:40
作者
Aeyels, D
De Leenheer, P
机构
[1] State Univ Ghent, SYSTeMS, B-9052 Ghent, Belgium
[2] Arizona State Univ, Dept Math & Stat, Tempe, AZ 85287 USA
关键词
positive systems; cooperative systems; homogeneous systems; monotone flows; global asymptotic stability;
D O I
10.1137/S0363012900361178
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with a particular class of positive systems. The state components of a positive system are positive or zero for all positive times. These systems are often encountered in applied areas such as chemical engineering or biology. It is shown that for this particular class the first orthant contains an invariant ray in its interior. An invariant ray generalizes the concept of an eigenvector of linear systems to nonlinear homogeneous systems. Then sufficient conditions for uniqueness of this ray are given. The main result states that the vector field on an invariant ray determines the stability properties of the zero solution with respect to initial conditions in the first orthant. The asymptotic behavior of the solutions is examined. Finally, we compare our results to the Perron-Frobenius theorem, which gives a detailed picture of the dynamical behavior of positive linear systems.
引用
收藏
页码:563 / 582
页数:20
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