The mean-field control problem for heterogeneous forward-backward systems
Optimization and Control
2026-02-23 v1 Probability
Abstract
We study the problem of mean-field control when the state dynamics are given by general systems of forward-backward stochastic differential equations (FBSDEs) with heterogeneous mean-field interactions. Firstly, we introduce a novel methodology for reducing the well-posedness of such systems to that of a single randomized mean-field FBSDE. As a consequence, we show that, in the fully coupled case, smallness conditions yield existence and uniqueness for both the system itself and the associated variational and adjoint systems. Secondly, we derive a stochastic maximum principle and a verification for the mean-field control problem. This provides necessary and sufficient conditions for optimality.
Cite
@article{arxiv.2602.17879,
title = {The mean-field control problem for heterogeneous forward-backward systems},
author = {Andreas Sojmark and Zeng Zhang},
journal= {arXiv preprint arXiv:2602.17879},
year = {2026}
}
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28 pages