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Convergence of a partially truncated Euler-Maruyama method for SDEs with super-linear piecewise continuous drift and Hölder diffusion coefficients

  • 04-09-2024
  • Research
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Abstract

The article addresses the challenge of solving stochastic differential equations (SDEs) with discontinuous drift coefficients and Hölder diffusion coefficients. It introduces a partially truncated Euler-Maruyama method (PTEMH) for SDEs with super-linear piecewise continuous drift and Hölder diffusion coefficients. The method splits the drift coefficient into linear and nonlinear parts, truncating only the nonlinear part to improve stability. The authors prove the existence and uniqueness of solutions under mild conditions using transformation techniques and convergence lemmas. The PTEMH method is shown to achieve an optimal strong convergence rate of 1/2 for certain conditions, making it a significant advancement in the field. The article is structured to include preliminary remarks, existence and uniqueness proofs, the PTEMH method, convergence properties, and numerical experiments to validate the theoretical results.

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Title
Convergence of a partially truncated Euler-Maruyama method for SDEs with super-linear piecewise continuous drift and Hölder diffusion coefficients
Author
Amir Haghighi
Publication date
04-09-2024
Publisher
Springer US
Published in
Numerical Algorithms / Issue 4/2025
Print ISSN: 1017-1398
Electronic ISSN: 1572-9265
DOI
https://doi.org/10.1007/s11075-024-01928-3
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