Abstract
We study the stability of linear systems with a random structure, where a system structure is described as a vector space of matrices. As is usually done, we describe the system's structure through a graph whose edges indicate possible nonzero entries in the system matrix. We call a graph stable if the corresponding vector space contains an open set of Hurwitz matrices. We then consider two Erdos-Renyi random graph models, and we obtain for each the probability that a graph sampled from these models is stable.
Original language | English (US) |
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Pages (from-to) | 458-478 |
Number of pages | 21 |
Journal | SIAM Journal on Control and Optimization |
Volume | 60 |
Issue number | 1 |
DOIs | |
State | Published - 2022 |
Keywords
- linear systems
- random systems
- stability of dynamics
- structural control theory
ASJC Scopus subject areas
- Control and Optimization
- Applied Mathematics