Skip to main content
Log in

RBF–DQ algorithms for elliptic problems in axisymmetric domains

  • Original Paper
  • Published:
Numerical Algorithms Aims and scope Submit manuscript

Abstract

A radialbasis function (RBF)–differentialquadrature (DQ) method is applied for the numerical solution of elliptic boundary value problems (BVPs) in three-dimensional axisymmetric domains. By appropriately selecting the collocation points, for any choice of RBF, the proposed discretization leads to linear systems in which the coefficient matrices possess block circulant structures. Matrix decomposition algorithms (MDAs) and fast Fourier transforms (FFTs) are employed for the efficient solution of these systems. Three types of BVPs are considered, namely ones governed by the Poisson equation, the inhomogeneous biharmonic equation, and the inhomogeneous Cauchy–Navier equations of elasticity. The high accuracy of the proposed technique as well as its ability to solve large-scale problems is demonstrated on several numerical examples.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Bellman, R., Kashef, B.G., Casti, J.: Differential quadrature: a technique for the rapid solution of nonlinear partial differential equations. J. Comput. Phys. 10, 40–52 (1972)

    Article  MathSciNet  Google Scholar 

  2. Bernardi, C., Dauge, M., Maday, Y.: Spectral Methods for Axisymmetric Domains Series in Applied Mathematics (Paris), vol. 3, Gauthier-Villars, Éditions Scientifiques et Médicales, Elsevier, Paris; North-Holland, Amsterdam (1999)

  3. Bialecki, B., Fairweather, G., Karageorghis, A.: Matrix decomposition algorithms for elliptic boundary value problems: a survey. Numer. Algorithms 56, 253–295 (2011)

    Article  MathSciNet  Google Scholar 

  4. Boyd, J.P.: Chebyshev and Fourier Spectral Methods. Dover, New York (2000)

    Google Scholar 

  5. Chen, C.S., Brebbia, C.A., Power, H.: Dual reciprocity method using compactly supported radial basis functions. Comm. Numer. Methods Engrg. 15, 137–150 (1999)

    Article  MathSciNet  Google Scholar 

  6. Chen, C.S., Karageorghis, A.: Local RBF algorithms for elliptic boundary value problems in annular domains. Commun. Comput. Phys. 25, 41–67 (2019)

    Article  MathSciNet  Google Scholar 

  7. Davis, P.J.: Circulant Matrices, 2nd edn. AMS Chelsea Publishing, Providence (1994)

    MATH  Google Scholar 

  8. Ding, H., Shu, C., Tang, D.B.: Error estimates of local multiquadric–based differential quadrature (LMQDQ) method through numerical experiments. Internat. J. Numer. Methods Engrg. 194, 2001–2017 (2005)

    MATH  Google Scholar 

  9. Ding, H., Shu, C., Yeo, K.S., Lu, Z.L.: Simulation of natural convection in eccentric annuli between a square outer cylinder and a circular inner cylinder using local MQ-DQ method. Numer. Heat Transfer, Part A 63, 1513–1529 (2005)

    Google Scholar 

  10. Ding, H., Shu, C., Yeo, K.S., Xu, D.: Numerical computation of three–dimensional incompressible viscous flows in the primitive variable form by local multiquadric differential quadrature method. Comput. Methods Appl. Mech. Engrg. 195, 516–533 (2006)

    Article  Google Scholar 

  11. Franke, R.: Scattered data interpolation: tests of some methods. Math. Comp. 38, 181–200 (1982)

    MathSciNet  MATH  Google Scholar 

  12. Greengard, L., Rokhlin, V.: A fast algorithm for particle simulations. J. Comput. Phys. 73, 325–348 (1987)

    Article  MathSciNet  Google Scholar 

  13. Hartmann, F. In: Brebbia, C.A. (ed.) : Elastostatics, Progress in Boundary Element Methods, vol. 1, pp 84–167. Pentech Press, London (1981)

  14. Hidayat, M.I.P., Ariwahjoedi, B., Parman, S.: A new meshless local B-spline basis functions-FD method for two-dimensional heat conduction problems. Int. J. Numer. Methods Heat Fluid Flow 25, 225–251 (2015)

    Article  MathSciNet  Google Scholar 

  15. Kansa, E.J., Hon, Y.C.: Circumventing the ill-conditioning problem with multiquadric radial basis functions: applications to elliptic partial differential equations. Comput. Math. Appl. 39, 123–137 (2000)

    Article  MathSciNet  Google Scholar 

  16. Karageorghis, A., Chen, C.S., Liu, X.-Y.: Kansa-RBF algorithms for elliptic problems in axisymmetric domains, SIAM. J. Sci. Comput. 38, A435–A470 (2016)

    MATH  Google Scholar 

  17. Karageorghis, A., Chen, C.S., Smyrlis, Y.-S.: A matrix decomposition RBF algorithm: approximation of functions and their derivatives. Appl. Numer. Math. 57, 304–319 (2007)

    Article  MathSciNet  Google Scholar 

  18. Karageorghis, A., Chen, C.S., Smyrlis, Y. -S.: Matrix decomposition RBF algorithm for solving 3D elliptic problems. Eng. Anal. Bound. Elem. 33, 1368–1373 (2009)

    Article  MathSciNet  Google Scholar 

  19. Korkmaz, A., Dağ, I.: Solitary wave simulations of complex modified Korteweg-de Vries equation using differential quadrature method. Comput. Phys. Commun. 180, 1516–1523 (2009)

    Article  MathSciNet  Google Scholar 

  20. Kuo, L.H.: On the Selection of a Good Shape Parameter for RBF Approximation and its Applications for Solving PDEs, Ph.D. Dissertation, University of Southern Mississippi (2015)

  21. Lee, C.K., Liu, X., Fan, S.C.: Local multiquadric approxmation for solving boundary value problems. Comput. Mech. 30, 396–409 (2003)

    Article  MathSciNet  Google Scholar 

  22. Liu, X.Y., Karageorghis, A., Chen, C.S.: A Kansa-radial basis function method for elliptic boundary value problems in annular domains. J. Sci. Comput. 65, 1240–1269 (2015)

    Article  MathSciNet  Google Scholar 

  23. The MathWorks, Inc., 3 Apple Hill Dr., Natick, MA, Matlab

  24. Shan, Y.Y., Shu, C., Lu, Z.L.: Application of local MQ–DQ method to solve 3D incompressible viscous flows with curved boundary. CMES, Comput. Model. Eng. Sci. 25, 99–113 (2008)

    Google Scholar 

  25. Shen, L.H., Tseng, K.H., Young, D.L.: Evaluation of multi-order derivatives by local radial basis function differential quadrature method. J. Mech. 29, 67–78 (2013)

    Article  Google Scholar 

  26. Shu, C., Ding, H., Chen, H.Q., Wang, T.G.: An upwind local RBF–DQ method for simulation of inviscid compressible flows. Comput. Methods Appl. Mech. Engrg. 194, 2001–2017 (2005)

    Article  Google Scholar 

  27. Shu, C., Ding, H., Yeo, K.S.: Local radial basis function–based differential quadrature method and its application to solve two–dimensional incompressible Navier-Stokes equations. Comput. Methods Appl. Mech. Engrg. 192, 941–954 (2003)

    Article  Google Scholar 

  28. Shu, C., Ding, H., Yeo, K.S.: Solution of partial differential equations by a global radial basis function–based differential quadrature method. Eng. Anal. Bound. Elem. 28, 1217–1226 (2004)

    Article  Google Scholar 

  29. Shu, C., Ding, H., Yeo, K.S.: Computation of incompressible Navier–Stokes equations by local RBF-based differential quadrature method. CMES, Comput. Model. Eng. Sci. 7, 195–206 (2005)

    MathSciNet  MATH  Google Scholar 

  30. Shu, C., Wu, Y.L.: Integrated radial basis functions-based differential quadrature method and its performance. Int. J. Numer. Meth. Fluids 53, 969–984 (2007)

    Article  Google Scholar 

  31. Tolstykh, S.: On using radial basis functions in a ’finite difference mode’ with applications to elasticity problems. Comput. Mech. 33, 68–79 (2003)

    Article  MathSciNet  Google Scholar 

  32. Watson, D.W., Karageorghis, A., Chen, C.S.: The radial basis function-differential quadrature method for elliptic problems in annular domains. J. Comput. Appl. Math. 363, 53–76 (2020)

    Article  MathSciNet  Google Scholar 

  33. Wu, Y.L., Shu, C.: Development of RBF–DQ method for derivative approximation and its application to simulate natural convection in concentric annuli. Comput. Mech. 29, 477–485 (2002)

    Article  MathSciNet  Google Scholar 

  34. Wu, Y.L., Shu, C., Chen, H.Q., Zhao, N.: Radial basis function enhanced domain–free discretization method and its applications. Numer. Heat Transfer, Part B 46, 269–282 (2004)

    Article  Google Scholar 

  35. Yao, G., Kolibal, J., Chen, C.S.: A localized approach for the method of approximate particular solutions. Comput. Math. Appl. 61, 2376–2387 (2011)

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgements

The first author gratefully acknowledges the financial support of the Ministry of Science and Technology of Taiwan (MOST) under the recruitment of visiting science and technology personnel with subsidies (109-2811-E-002-516 and 110-2811-E-002-518). The work of the second author was supported by the Poznan University of Technology (Poland) through Grant No. 0612/SBAD/3567.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Andreas Karageorghis.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chen, C.S., Jankowska, M.A. & Karageorghis, A. RBF–DQ algorithms for elliptic problems in axisymmetric domains. Numer Algor 89, 33–63 (2022). https://doi.org/10.1007/s11075-021-01105-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11075-021-01105-w

Keywords

Mathematics Subject Classification (2010)

Navigation