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Optimal control problems driven by nonlinear degenerate Fokker-Planck equations
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The well-posedness of a class of optimal control problems is analysed, where the state equation couples a nonlinear degenerate Fokker-Planck equation with a system of Ordinary Differential Equations (ODEs). Such problems naturally arise as mean-field limits of Stochastic Differential models for multipopulation dynamics, where a large number of agents (followers) is steered through parsimonious intervention on a selected class of leaders. The proposed approach combines stability estimates for measure solutions of nonlinear degenerate Fokker-Planck equations with a general framework of assumptions on the cost functional, ensuring compactness and lower semicontinuity properties. The Lie structure of the state equations allows one for considering non-Lipschitz nonlinearities, provided some suitable dissipativity assumptions are considered in addition to non-Euclidean H\"{o}lder and sublinearity conditions.
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Optimal control of mean-field limit of multiagent systems with and without common noise
For a class of SDE-ODE herding systems with multiplicative idiosyncratic and common noise, the finite-particle optimal control problem Gamma-converges to a McKean-Vlasov mean-field optimal control problem.
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