English

Well-posedness and approximation of some one-dimensional L\'evy-driven non-linear SDEs

Probability 2020-01-22 v1

Abstract

In this article, we are interested in the strong well-posedness together with the numerical approximation of some one-dimensional stochastic differential equations with a non-linear drift, in the sense of McKean-Vlasov, driven by a spectrally-positive L{\'e}vy process and a Brownian motion. We provide criteria for the existence of strong solutions under non-Lipschitz conditions of Yamada-Watanabe type without non-degeneracy assumption. The strong convergence rate of the propagation of chaos for the associated particle system and of the corresponding Euler-Maruyama scheme are also investigated. In particular, the strong convergence rate of the Euler-Maruyama scheme exhibits an interplay between the regularity of the coefficients and the order of singularity of the L{\'e}vy measure around zero.

Keywords

Cite

@article{arxiv.2001.07505,
  title  = {Well-posedness and approximation of some one-dimensional L\'evy-driven non-linear SDEs},
  author = {Noufel Frikha and Libo Li},
  journal= {arXiv preprint arXiv:2001.07505},
  year   = {2020}
}

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