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A Simplified Milstein Scheme for SPDEs with Multiplicative Noise

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  • B. Ghayebi
  • S. M. Hosseini

Abstract

This paper deals with a research question raised by Jentzen and Röckner (A Milstein scheme for SPDEs, arXiv:1001.2751v4 (2012)), whether the exponential term in their introduced scheme can be replaced by a simpler mollifier. This replacement can lead to more simplification and computational reduction in simulation. So, in this paper, we essentially replace the exponential term with a Padé approximation of order 1 and denote the resulting scheme by simplified Milstein scheme. The convergence analysis for this scheme is carried out and it is shown that even with this replacement the order of convergence is maintained, while the resulting scheme is easier to implement and slightly more efficient computationally. Some numerical tests are given that confirm the order of accuracy and also computational cost reduction.

Suggested Citation

  • B. Ghayebi & S. M. Hosseini, 2014. "A Simplified Milstein Scheme for SPDEs with Multiplicative Noise," Abstract and Applied Analysis, John Wiley & Sons, vol. 2014(1).
  • Handle: RePEc:wly:jnlaaa:v:2014:y:2014:i:1:n:140849
    DOI: 10.1155/2014/140849
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    References listed on IDEAS

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    1. P. E. Kloeden & S. Shott, 2001. "Linear-implicit strong schemes for Itô-Galkerin approximations of stochastic PDE s," International Journal of Stochastic Analysis, Hindawi, vol. 14, pages 1-7, January.
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