Skip to main content
Log in

Fast evaluation of singular BEM integrals based on tensor approximations

  • Published:
Numerische Mathematik Aims and scope Submit manuscript

Abstract

In this paper, we propose a method for the fast evaluation of integrals stemming from boundary element methods including discretisations of the classical single and double layer potential operators. Our method is based on the parametrisation of boundary elements in terms of a d-dimensional parameter tuple. We interpret the integral as a real-valued function f depending on d parameters and show that f is smooth in a d-dimensional box. A standard interpolation of f by polynomials leads to a d-dimensional tensor which is given by the values of f at the interpolation points. This tensor may be approximated in a low rank tensor format like the (CP) format or the \({{\mathcal {H}}}\)-Tucker format. The tensor approximation has to be done only once and allows us to evaluate interpolants in \({{\mathcal{O}}(dr(m+1))}\) operations in the (CP) format, or \({{\mathcal{O}}(dk^3+dk(m+1))}\) operations in the \({{\mathcal H}}\) -Tucker format, where m denotes the interpolation order and the ranks r, k are small integers. We demonstrate that highly accurate integral values can be obtained at very moderate costs.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Ballani, J., Grasedyck, L., Kluge, M.: Black box approximation of tensors in hierarchical Tucker format. Preprint 57/2010, Max Planck Institute of Mathematics in the Sciences (2010)

  2. Bonnet M.: Differentiability of strongly singular and hypersingular boundary integral formulations with respect to boundary perturbations. Comput. Mech. 19(3), 240–246 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  3. Börm, S., Grasedyck, L., Hackbusch, W.: Hierarchical Matrices. Lecture Note 21 of the Max Planck Institute for Mathematics in the Sciences (2003)

  4. Erichsen S., Sauter S.A.: Efficient automatic quadrature in 3-d Galerkin BEM. Comput. Methods Appl. Mech. Eng. 157, 215–224 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  5. Espig M., Grasedyck L., Hackbusch W.: Black box low tensor rank approximation using fibre-crosses. Constr. Approx. 30, 557–597 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  6. Grasedyck L.: Hierarchical singular value decomposition of tensors. SIAM J. Matrix Anal. Appl. 31, 2029–2054 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  7. Hackbusch W., Kühn S.: A new scheme for the tensor representation. J. Fourier Anal. Appl. 15(5), 706–722 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  8. Kolda T.G., Bader B.W.: Tensor decompositions and applications. SIAM Rev. 51(3), 455–500 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  9. Lage C., Sauter S.A.: On the efficient computation of singular and nearly singular integrals arising in 3D Galerkin BEM. ZAMM 76, 273–275 (1996)

    Article  MATH  Google Scholar 

  10. Oseledets I.V., Tyrtyshnikov E.E.: Breaking the curse of dimensionality, or how to use svd in many dimensions. SIAM J. Sci. Comput. 31(5), 3744–3759 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  11. Oseledets I.V., Tyrtyshnikov E.E.: TT-cross approximation for multidimensional arrays. Linear Algebra Appl. 432, 70–88 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  12. Rjasanow S., Steinbach O.: The Fast Solution of Boundary Integral Equations. Mathematical and Analytical Techniques with Applications to Engineering. Springer, Berlin (2007)

    Google Scholar 

  13. Sauter S.A., Schwab C.: Randelementmethoden. Teubner, Stuttgart (2004)

    Book  MATH  Google Scholar 

  14. Schwab C., Wendland W.L.: Kernel properties and representations of boundary integral operators. Math. Nachr. 156, 187–218 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  15. Stoer J.: Einführung in die Numerische Mathematik I 5th edn. Springer, Berlin (1989)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jonas Ballani.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Ballani, J. Fast evaluation of singular BEM integrals based on tensor approximations. Numer. Math. 121, 433–460 (2012). https://doi.org/10.1007/s00211-011-0436-6

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00211-011-0436-6

Mathematics Subject Classification (2000)

Navigation