mlsanityData to 7 Oct 2026

Kinetic description of optimal control problems and applications to opinion consensus

arXiv 1401.7798 ↗First posted 30 Jan 2014math.OC nlin.AO physics.soc-phcited by 2

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Abstract (arXiv)

In this paper an optimal control problem for a large system of interacting agents is considered using a kinetic perspective. As a prototype model we analyze a microscopic model of opinion formation under constraints. For this problem a Boltzmann-type equation based on a model predictive control formulation is introduced and discussed. In particular, the receding horizon strategy permits to embed the minimization of suitable cost functional into binary particle interactions. The corresponding Fokker-Planck asymptotic limit is also derived and explicit expressions of stationary solutions are given. Several numerical results showing the robustness of the present approach are finally reported.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). First posted on arXiv 30 Jan 2014.

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2 papers.