Near-Optimal Performance of Stochastic Predictive Control

This article presents a performance analysis for stochastic predictive control (SPC) in linear systems with quadratic performance index and additive and multiplicative uncertainties. Under a finite support assumption, the problem can be cast as a finite-dimensional quadratic program, but the problem becomes quickly intractable as the problem size grows exponentially... Show more