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Existence, uniqueness and ergodicity for McKean-Vlasov SDEs under distribution-dependent Lyapunov conditions
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abstract
In this paper, we prove the existence and uniqueness of solutions as well as ergodicity for McKean-Vlasov SDEs under Lyapunov conditions, in which the Lyapunov functions are defined on $\mathbb R^d\times \mathcal P_2(\mathbb R^d)$, i.e. the Lyapunov functions depend not only on space variable but also on distribution variable. It is reasonable and natural to consider distribution-dependent Lyapunov functions since the coefficients depends on distribution variable. We apply the martingale representation theorem and a modified Yamada-Watanabe theorem to obtain the existence and uniqueness of solutions. Furthermore, the Krylov-Bogolioubov theorem is used to get ergodicity since it is valid by linearity of the corresponding Fokker-Planck equations on $\mathbb R^d\times \mathcal P_2(\mathbb R^d)$. In particular, if the Lyapunov function depends only on space variable, we obtain exponential ergodicity for semigroup $P_t^*$ under Wasserstein quasi-distance. Finally, we give some examples to illustrate our theoretical results.
Forward citations
Cited by 3 Pith papers
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A criterion for the well-posedness of McKean-Vlasov stochastic differential equations
McKean–Vlasov SDEs are strongly well-posed under distribution-dependent Lyapunov growth and a hybrid Perron–Nagumo condition allowing a non-integrable singularity at time zero.
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Existence of Periodic and Stationary Solutions to Distribution-Dependent SDEs
Lyapunov-type conditions are shown to guarantee theta-periodic and stationary solutions for McKean-Vlasov SDEs.
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Periodic solutions for McKean-Vlasov SDEs under periodic distribution-dependent Lyapunov conditions
Under periodic distribution-dependent Lyapunov conditions, the paper constructs T-periodic solutions for McKean-Vlasov SDEs by lifting the dynamics to the product space R^d times P(R^d).
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