MPR: A novel randomized algorithm for multi-parametric programming

In this paper, we present a new paradigm to construct an optimal map of a multi-parametric quadratic or linear program, based on random sampling. Probabilistic guarantees for coverage of the region over which the map is constructed are provided in terms of user-defined coverage and confidence parame... View More