2020/12/13 by Camille Carter, Jacob Murri, Carter, Camille +5
Computer Science · Engineering · Mathematics · Medicine · #Dynamical Systems (math.DS) #FOS: Mathematics #Healthcare Technology and Patient Monitoring #Petri Nets in System Modeling #Stability and Control of Uncertain Systems #math.DS
paper · pdf · doi:10.48550/arxiv.2012.06924
arxiv created 2020/12/13 · openalex publication_date 2020/12/13 · arxiv updated 2020/12/15 · openalex created_date 2020/12/21 · openalex updated_date 2026/07/28
In this paper we introduce the notion of a patient first-mean stable system. Such systems are switched systems that are first-mean stable meaning that they converge to a globally attracting fixed point on average. They are also patient so that they do not lose their first-mean stability when time-delays are introduced into the system. As time-delays are, in general, a source of instability and poor performance patient first-mean stability is a much stronger condition than first-mean stability. This notion of patient stability allows one to design systems that cannot be destabilized via time-delays. It also significantly reduces the difficulty of modeling such systems since in patient systems time-delays can, to a large extent, be safely ignored. The paper's main focus is on giving a sufficient criteria under which a system is patient first-mean stable and we give a number of examples that demonstrate the simplicity of this criteria.