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The multiplicative ergodic theorem for McKean-Vlasov SDEs

Dynamical Systems 2024-01-19 v1 Probability

Abstract

In this paper, we establish the multiplicative ergodic theorem for McKean-Vlasov stochastic differential equations, in which the Lyapunov exponent is defined using the upper limit. The reasonability of this definition is illustrated through an example; i.e., even when the coefficients are regular enough and their first-order derivatives are bounded, the upper limit cannot be replaced by a limit, as the limit may not exist. Furthermore, the example reveals how the dependence on distribution significantly influences the dynamics of the system and evidently distinguishes McKean-Vlasov stochastic differential equations from classical stochastic differential equations.

Keywords

Cite

@article{arxiv.2401.09702,
  title  = {The multiplicative ergodic theorem for McKean-Vlasov SDEs},
  author = {Xianjin Cheng and Zhenxin Liu and Lixin Zhang},
  journal= {arXiv preprint arXiv:2401.09702},
  year   = {2024}
}

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23 pages