Shows first order optimality in mean-field scenarios, suggesting broad application in control theory.
We show that mean-field optimal controls satisfy a first order optimality condition (at a.e. time) without any a priori requirement on their spatial regularity. This principle is obtained by a careful limit procedure of the Pontryagin maximum principle for finite particle systems. In particular, our result applies to the case of mean-field selective optimal control problems for multipopulation and replicator dynamics.
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Almi et al. (2026) studied this question.
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