Skip to main content

Stochastic B-Series and Order Conditions for Exponential Integrators

  • Conference paper
  • First Online:
Numerical Mathematics and Advanced Applications ENUMATH 2017 (ENUMATH 2017)

Abstract

We discuss stochastic differential equations with a stiff linear part and their approximation by stochastic exponential Runge–Kutta integrators. Representing the exact and approximate solutions using B-series and rooted trees, we derive the order conditions for stochastic exponential Runge–Kutta integrators. The resulting general order theory covers both Itô and Stratonovich integration.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. S. Becker, A. Jentzen, P.E. Kloeden, An exponential Wagner–Platen type scheme for SPDEs. SIAM J. Numer. Anal. 54(4), 2389–2425 (2016)

    Article  MathSciNet  Google Scholar 

  2. H. Berland, B. Owren, B. Skaflestad, B-series and order conditions for exponential integrators. SIAM J. Numer. Anal. 43(4), 1715–1727 (2005)

    Article  MathSciNet  Google Scholar 

  3. K. Burrage, P.M. Burrage, Order conditions of stochastic Runge–Kutta methods by B-series. SIAM J. Numer. Anal. 38(5), 1626–1646 (2000)

    Article  MathSciNet  Google Scholar 

  4. J.C. Butcher, Coefficients for the study of Runge-Kutta integration processes. J. Aust. Math. Soc. 3, 185–201 (1963)

    Article  MathSciNet  Google Scholar 

  5. D. Cohen, S. Larsson, M. Sigg, A trigonometric method for the linear stochastic wave equation. SIAM J. Numer. Anal. 51(1), 204–222 (2013)

    Article  MathSciNet  Google Scholar 

  6. K. Debrabant, A. Kværnø, B-series analysis of stochastic Runge–Kutta methods that use an iterative scheme to compute their internal stage values. SIAM J. Numer. Anal. 47(1), 181–203 (2008)

    Article  MathSciNet  Google Scholar 

  7. K. Debrabant, A. Kværnø, Stochastic Taylor expansions: weight functions of B-series expressed as multiple integrals. Stoch. Anal. Appl. 28(2), 293–302 (2010)

    Article  MathSciNet  Google Scholar 

  8. M. Hochbruck, A. Ostermann, Explicit exponential Runge–Kutta methods for semilinear parabolic problems. SIAM J. Numer. Anal. 43(3), 1069–1090 (2005)

    Article  MathSciNet  Google Scholar 

  9. G.N. Milstein, Numerical Integration of Stochastic Differential Equations. Mathematics and Its Applications, vol. 313 (Kluwer Academic Publishers Group, Dordrecht, 1995). Translated and revised from the 1988 Russian original

    Google Scholar 

  10. A. Tambue, J.M.T. Ngnotchouye, Weak convergence for a stochastic exponential integrator and finite element discretization of stochastic partial differential equation with multiplicative & additive noise. Appl. Numer. Math. 108, 57–86 (2016)

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Anne Kværnø .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Arara, A.A., Debrabant, K., Kværnø, A. (2019). Stochastic B-Series and Order Conditions for Exponential Integrators. In: Radu, F., Kumar, K., Berre, I., Nordbotten, J., Pop, I. (eds) Numerical Mathematics and Advanced Applications ENUMATH 2017. ENUMATH 2017. Lecture Notes in Computational Science and Engineering, vol 126. Springer, Cham. https://doi.org/10.1007/978-3-319-96415-7_37

Download citation

Publish with us

Policies and ethics