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作者:

Li, Juan (Li, Juan.) | Min, Hui (Min, Hui.)

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Scopus SCIE

摘要:

In this article, we studyweak solutions of mean-field stochastic differential equations (SDEs), also known as McKean-Vlasov equations, whose drift b(s, X-s, Q(Xs)), and diffusion coefficient sigma (s, X-s, Q(Xs)) depend not only on the state process X-s but also on its law. We suppose that b and sigma are bounded and continuous in the state as well as the probability law; the continuity with respect to the probability law is understood in the sense of the 2-Wasserstein metric. Using the approach through a local martingale problem, we prove the existence and the uniqueness in law of the weak solution of mean-field SDEs. The uniqueness in law is obtained if the associated Cauchy problem possesses for all initial condition f. is an element of C-0(infinity) (R-d) a classical solution. However, unlike the classical case, the Cauchy problem is a mean-field PDE as recently studied by Buckdahn et al. [arXiv:1407.1215, 2014]. In our approach, we also extend the Ito formula associated with mean-field problems given by Buckdahn et al. to a more general case of coefficients.

关键词:

mean-field stochastic differential equations uniqueness in law local martingale problem Weak solution

作者机构:

  • [ 1 ] [Li, Juan]Shandong Univ, Sch Math & Stat, Weihai, Weihai, Peoples R China
  • [ 2 ] [Min, Hui]Shandong Univ, Sch Math & Stat, Weihai, Weihai, Peoples R China
  • [ 3 ] [Min, Hui]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China

通讯作者信息:

  • [Min, Hui]Beijing Univ Technol, 100 Pingleyuan Chaoyang Dist, Beijing 100124, Peoples R China

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来源 :

STOCHASTIC ANALYSIS AND APPLICATIONS

ISSN: 0736-2994

年份: 2017

期: 3

卷: 35

页码: 542-568

1 . 3 0 0

JCR@2022

ESI学科: MATHEMATICS;

ESI高被引阀值:66

中科院分区:4

被引次数:

WoS核心集被引频次: 6

SCOPUS被引频次: 5

ESI高被引论文在榜: 0 展开所有

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