Exponential Contractivity and Propagation of Chaos for Langevin Dynamics of McKean-Vlasov Type with Levy Noises

被引:2
作者
Liu, Yao [1 ]
Wang, Jian [2 ,3 ]
Zhang, Meng-ge [1 ]
机构
[1] Fujian Normal Univ, Sch Math & Stat, Fuzhou 350117, Peoples R China
[2] Fujian Normal Univ, Sch Math & Stat, Minist Educ, Fuzhou 350007, Peoples R China
[3] Fujian Normal Univ, Key Lab Analyt Math & Applicat, Minist Educ, Fuzhou 350007, Peoples R China
基金
中国国家自然科学基金;
关键词
Langevin dynamic of McKean-Vlasov type with Levy noise; Exponential contraction; Refined basic coupling; L-1-Wasserstein distance; Propagation of chaos; PROBABILISTIC APPROACH; SDES; COUPLINGS; EQUATIONS;
D O I
10.1007/s11118-024-10130-y
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
By the probabilistic coupling approach which combines a new refined basic coupling with the synchronous coupling for Levy processes, we obtain explicit exponential contraction rates in terms of the standard L-1-Wasserstein distance for the following Langevin dynamic (X-t, Y-t)(t >= 0) of McKean-Vlasov type on R-2d: {dX(t )= Y(t )dt, dY(t)=(b(X-t)+integral(Rd) (b) over tilde $ (X-t,z)mu(X)(t)(dz) - gamma Y-t)dt + dL(t), mu(X)(t) = Law (X-t), where gamma > 0, b : R-d -> R(d )and (b) over tilde $ : R-2d -> R(d )are two globally Lipschitz continuous functions, and (L-t)(t >= 0) is an Rd-valued pure jump Levy process. The proof is also based on a novel distance function, which is designed according to the distance of the marginals associated with the constructed coupling process. Furthermore, by applying the coupling technique above with some modifications, we also provide the propagation of chaos uniformly in time for the corresponding mean-field interacting particle systems with Levy noises in the standard L-1-Wasserstein distance as well as with explicit bounds
引用
收藏
页码:27 / 60
页数:34
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