Stochastic maximum principle for optimal control problem of non exchangeable mean field systems
Optimization and Control
2025-06-09 v1 Probability
Abstract
We study the Pontryagin maximum principle by deriving necessary and sufficient conditions for a class of optimal control problems arising in non exchangeable mean field systems, where agents interact through heterogeneous and asymmetric couplings. Our analysis leads to a collection of forward-backward stochastic differential equations (FBSDE) of non exchangeable mean field type. Under suitable assumptions, we establish the solvability of this system. As an illustration, we consider the linear-quadratic case, where the optimal control is characterized by an infinite dimensional system of Riccati equations.
Cite
@article{arxiv.2506.05595,
title = {Stochastic maximum principle for optimal control problem of non exchangeable mean field systems},
author = {Idris Kharroubi and Samy Mekkaoui and Huyên Pham},
journal= {arXiv preprint arXiv:2506.05595},
year = {2025}
}
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37 pages