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Optimally Controlling a Random Population

2024/11/19 by Gimbert, Hugo, Mascle, Corto, Totzke, Patrick · 2 citations
#FOS: Mathematics #Optimization and Control (math.OC)

paper · doi:10.48550/arxiv.2411.15181

Abstract

The population control problem is a parameterized control problem where a population of agents has to be moved simultaneously into a target state. The decision problem asks whether this can be achieved for a finite but arbitrarily large population. We focus on the random version of this problem, where every agent is a copy of the same automaton and non-determinism on the global action chosen by the controller is resolved independently and uniformly at random. Controller seeks to almost-surely gather the agents in the target states. We show that the random population control problem is exptime-complete.

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