Skip to main content

Multilevel Partition of Unity Method for Elliptic Problems with Strongly Discontinuous Coefficients

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Computational Science and Engineering ((LNCSE,volume 89))

Abstract

In this paper, we study the robustness of a multilevel partition of unity method. To this end, we consider a scalar diffusion equation in two and three space dimensions with large jumps in the diffusion coefficient or material properties. Our main focus in this investigation is if the use of simple enrichment functions is sufficient to attain a robust solver independent of the geometric complexity of the material interface.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   109.99
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

Learn about institutional subscriptions

Notes

  1. 1.

    There exist more involved extensions of the multigrid approach which are not based on a geometric but on an operator- or matrix-dependent prolongation approach like the black box multigrid [6] or the algebraic multigrid [18] approach. These more involved techniques are specifically designed to be more robust than classical geometric multigrid schemes.

References

  1. R.E. Alcouffe, A. Brandt, J.E. Dendy Jr., J.W. Painter, The multi-grid methods for the diffusion equation with strongly discontinuous coefficients. SIAM J. Sci. Stat. Comput. 2(4), 430–454 (1981)

    Article  MathSciNet  MATH  Google Scholar 

  2. I. Babuška, G. Caloz, J.E. Osborn, Special finite element methods for a class of second order elliptic problems with rough coefficients. SIAM J. Numer. Anal. 31, 945–981 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  3. I. Babuška, J.M. Melenk, The partition of unity finite element method: basic theory and applications. Comput. Meth. Appl. Mech. Eng. 139, 289–314 (1996). Special issue on meshless methods

    Google Scholar 

  4. I. Babuška, J.M. Melenk, The partition of unity method. Int. J. Numer. Method Eng. 40, 727–758 (1997)

    Article  MATH  Google Scholar 

  5. L. Chen, M. Holst, J. Xu, Y. Zhu, Local multilevel preconditioners for elliptic equations with jump coefficients on bisection grids (2010). Preprint, arXiv:1006.3277v2

    Google Scholar 

  6. J.E. Dendy, Black box multigrid. J. Comput. Phys. 48, 366–386 (1982)

    MathSciNet  MATH  Google Scholar 

  7. T.-P. Fries, T. Belytschko, The extended/generalized finite element method: an overview of the method and its applications. Int. J. Numer. Method Eng. 84(3), 253–304 (2010)

    MathSciNet  MATH  Google Scholar 

  8. M. Griebel, M.A. Schweitzer, A particle-partition of unity method—part II: efficient cover construction and reliable integration. SIAM J. Sci. Comput. 23(5), 1655–1682 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  9. M. Griebel, M.A. Schweitzer, A particle-partition of unity method—part III: a multilevel solver. SIAM J. Sci. Comput. 24(2), 377–409 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  10. M. Griebel, M.A. Schweitzer, A particle-partition of unity method—part V: boundary conditions, in Geometric Analysis and Nonlinear Partial Differential Equations, ed. by S. Hildebrandt, H. Karcher (Springer, Berlin, 2002), pp. 517–540

    Google Scholar 

  11. M. Griebel, M.A. Schweitzer, A particle-partition of unity method—part VII: adaptivity, in Meshfree Methods for Partial Differential Equations III, ed. by M. Griebel, M.A. Schweitzer. Lecture Notes in Computational Science and Engineering, vol. 57 (Springer, Berlin, 2006), pp. 121–148

    Google Scholar 

  12. B. Heise, M. Kuhn, Parallel solvers for linear and nonlinear exterior magnetic field problems based upon coupled fe/be formulations. Computing 56(3), 237–258 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  13. J. Nitsche, Über ein Variationsprinzip zur Lösung von Dirichlet-Problemen bei Verwendung von Teilräumen, die keinen Randbedingungen unterworfen sind. Abh. Math. Sem. Univ. Hamburg 36, 9–15 (1970–1971)

    Google Scholar 

  14. M.A. Schweitzer, A Parallel Multilevel Partition of Unity Method for Elliptic Partial Differential Equations. Lecture Notes in Computational Science and Engineering, vol. 29 (Springer, Berlin, 2003)

    Google Scholar 

  15. M.A. Schweitzer, An algebraic treatment of essential boundary conditions in the particle–partition of unity method. SIAM J. Sci. Comput. 31, 1581–1602 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  16. M.A. Schweitzer, Stable enrichment and local preconditioning in the particle–partition of unity method. Numer. Math. 118(1), 137–170 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  17. M.A. Schweitzer, Generalizations of the finite element method. Cent. Eur. J. Math. 10(1), 3–24 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  18. U. Trottenberg, C.W. Osterlee, A. Schüller, Multigrid, in Appendix A: An Introduction to Algebraic Multigrid by K. Stüben (Academic, San Diego, 2001), pp. 413–532

    Google Scholar 

  19. C. Wang, Fundamental models for fuel cell engineering. Chem. Rev. 104, 4727–4766 (2004)

    Article  Google Scholar 

  20. J. Xu, Y. Zhu, Uniform convergent multigrid methods for elliptic problems with strongly discontinuous coefficients. Math. Models Methods Appl. Sci. 18(1), 77–105 (2008)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Marc Alexander Schweitzer .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Schweitzer, M.A. (2013). Multilevel Partition of Unity Method for Elliptic Problems with Strongly Discontinuous Coefficients. In: Griebel, M., Schweitzer, M. (eds) Meshfree Methods for Partial Differential Equations VI. Lecture Notes in Computational Science and Engineering, vol 89. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32979-1_6

Download citation

Publish with us

Policies and ethics