78 citations · 131 across the 4 of their papers we have counts for
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Guaranteed methods based on constrained zonotopes for set-valued state estimation of nonlinear discrete-time systems
Brenner S. Rego, Guilherme V. Raffo, Joseph K. Scott +1
This paper presents new methods for set-valued state estimation of nonlinear discrete-time systems with unknown-but-bounded uncertainties. A single time step involves propagating a…
Global Solution Strategies for the Network-Constrained Unit Commitment Problem with AC Transmission Constraints
Jianfeng Liu, Anya Castillo, Jean-Paul Watson +1
We propose a novel global solution algorithm for the network-constrained unit commitment problem incorporating a nonlinear alternating current model of the transmission network, wh…
Convex Relaxations for Nonlinear Stochastic Optimal Control Problems
Yuanxun Shao, Dillard Robertson, Joseph Kirk Scott
This article presents a new method for computing guaranteed convex and concave relaxations of nonlinear stochastic optimal control problems with final-time expected-value cost func…
Convex Relaxations for Global Optimization Under Uncertainty Described by Continuous Random Variables
Yuanxun Shao, Joseph Kirk Scott
This article considers nonconvex global optimization problems subject to uncertainties described by continuous random variables. Such problems arise in chemical process design, ren…