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math.OC2024
Data-Driven Structured Robust Control of Linear Systems
Jared Miller, Jaap Eising, Florian Dörfler +1
Static structured control refers to the task of designing a state-feedback controller such that the control gain satisfies a subspace constraint. Structured control has application…
math.OC2024★ 1 cited
Peak Time-Windowed Risk Estimation of Stochastic Processes
Jared Miller, Niklas Schmid, Matteo Tacchi +2
This paper develops a method to upper-bound extreme-values of time-windowed risks for stochastic processes. Examples of such risks include the maximum average or 90% quantile of th…
math.OC2023
Peak Estimation of Rational Systems using Convex Optimization
Jared Miller, Roy S. Smith
This paper presents algorithms that upper-bound the peak value of a state function along trajectories of a continuous-time system with rational dynamics. The finite-dimensional but…