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McKean-Vlasov forward-backward doubly stochastic differential equations and applications to stochastic control

McKean-Vlasov forward-backward doubly stochastic differential equations and applications to stochastic control

来源:Arxiv_logoArxiv
英文摘要

This paper investigates first the existence and uniqueness of solutions for McKean-Vlasov forward-backward doubly stochastic differential equations (MV-FBDSDEs) in infinite-dimensional real separable Hilbert spaces. These equations combine the features of forward-backward doubly stochastic differential equations with the mean-field approach, allowing the coefficients to depend on the solution distribution. We establish the existence and uniqueness of solutions for MV-FBDSDEs using the method of continuation and provide an example and a counterexample to illustrate our findings. Moreover, we extend the practical applicability of our results by employing them within the context of the stochastic maximum principle for a control problem governed by MV-FBDSDEs. This study contributes to the field of stochastic control problems and presents the first analysis of MV-FBDSDEs in infinite-dimensional spaces.

Abdelhakim Ninouh、AbdulRahman Al-Hussein、Boulakhras Gherbal

数学

Abdelhakim Ninouh,AbdulRahman Al-Hussein,Boulakhras Gherbal.McKean-Vlasov forward-backward doubly stochastic differential equations and applications to stochastic control[EB/OL].(2024-06-12)[2025-08-02].https://arxiv.org/abs/2406.07881.点此复制

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