39 citations · 84 across the 7 of their papers we have counts for
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math.OC2020★ 39 cited
Stochastic MPC with Distributionally Robust Chance Constraints
Christoph Mark, Steven Liu
In this paper we discuss distributional robustness in the context of stochastic model predictive control (SMPC) for linear time-invariant systems. We derive a simple approximation…
math.OC2020★ 11 cited
A stochastic output-feedback MPC scheme for distributed systems
Christoph Mark, Steven Liu
In this paper, we present a novel stochastic output-feedback MPC scheme for distributed systems with additive process and measurement noise. The chance constraints are treated with…