Moment Propagation of Polynomial Systems Through Carleman Linearization for Probabilistic Safety Analysis

Sasinee Pruekprasert, Jérémy Dubut, Toru Takisaka +2

We develop a method to approximate the moments of a discrete-time stochastic polynomial system. Our method is built upon Carleman linearization with truncation. Specifically, we ta…