On decentralized minimax control with nested subsystems

A Dave, N Venkatesh… - 2022 American Control …, 2022 - ieeexplore.ieee.org
2022 American Control Conference (ACC), 2022ieeexplore.ieee.org
In this paper, we investigate a decentralized control problem with nested subsystems, which
is a general model for one-directional communication amongst many subsystems. The
noises in our dynamics are modelled as uncertain variables which take values in finite sets.
The objective is to minimize a worst-case shared cost. We demonstrate how the prescription
approach can simplify the information structure and derive a structural form for optimal
control strategies. The structural form allows us to restrict attention to control strategies …
In this paper, we investigate a decentralized control problem with nested subsystems, which is a general model for one-directional communication amongst many subsystems. The noises in our dynamics are modelled as uncertain variables which take values in finite sets. The objective is to minimize a worst-case shared cost. We demonstrate how the prescription approach can simplify the information structure and derive a structural form for optimal control strategies. The structural form allows us to restrict attention to control strategies whose domains do not grow in size with time, and thus, this form can be utilized in systems with long time horizons. Finally, we present a dynamic program to derive the optimal control strategies and validate our results with a numerical example.
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