88 citations · 260 across the 14 of their papers we have counts for
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math.OC2015★ 3 cited
Robust Optimal Control with Adjustable Uncertainty Sets
Xiaojing Zhang, Maryam Kamgarpour, Angelos Georghiou +2
In this paper, we develop a unified framework for studying constrained robust optimal control problems with adjustable uncertainty sets. In contrast to standard constrained robust…
math.OC2015★ 88 cited
On the Sample Size of Random Convex Programs with Structured Dependence on the Uncertainty (Extended Version)
Xiaojing Zhang, Sergio Grammatico, Georg Schildbach +2
The "scenario approach" provides an intuitive method to address chance constrained problems arising in control design for uncertain systems. It addresses these problems by replacin…