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Euler schemes and half–space approximation for the simulation of diffusion in a domain

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Abstract

This paper is concerned with the problem of simulation of (Xt)0≤t≤T, the solution of a stochastic differential equation constrained by some boundary conditions in a smooth domain D: namely, we consider the case where the boundary ∂D is killing, or where it is instantaneously reflecting in an oblique direction. Given N discretization times equally spaced on the interval [0; T], we propose new discretization schemes: they are fully implementable and provide a weak error of order N-1 under some conditions. The construction of these schemes is based on a natural principle of local approximation of the domain into a half space, for which efficient simulations are available.

Original languageEnglish
Pages (from-to)261-297
Number of pages37
JournalESAIM - Probability and Statistics
Volume5
DOIs
Publication statusPublished - 1 Jan 2001

Keywords

  • Boundary value problems for parabolic PDE
  • Discretization schemes
  • Killed diffusion
  • Rates of convergence
  • Reflected diffusion
  • Weak approximation

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