Skip to main content
Log in

Generator, multiquadric generator, quasi-interpolation and multiquadric quasi-interpolation

  • Published:
Applied Mathematics-A Journal of Chinese Universities Aims and scope Submit manuscript

Abstract

The aim of this survey paper is to propose a new concept “generator”. In fact, generator is a single function that can generate the basis as well as the whole function space. It is a more fundamental concept than basis. Various properties of generator are also discussed. Moreover, a special generator named multiquadric function is introduced. Based on the multiquadric generator, the multiquadric quasi-interpolation scheme is constructed, and furthermore, the properties of this kind of quasi-interpolation are discussed to show its better capacity and stability in approximating the high order derivatives.

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. R.K. Beatson and M.J.D. Powell, Univariate Multiquadric Approximation: Quasi-interpolation to Scattered Data, Constructive Approximation, 1992, 8: 275–288.

    Article  MATH  MathSciNet  Google Scholar 

  2. R.K. Beatson and N. Dyn, Multiquadric B-splines, Journal of Approximation Theory, 1996, 87: 1–24.

    Article  MATH  MathSciNet  Google Scholar 

  3. M.D. Buhmann, Convergence of Univariate Quasi-interpolation Using Multiquadrics, IMA Journal of Numerical Analysis, 1988, 8: 365–383.

    Article  MATH  MathSciNet  Google Scholar 

  4. T.P. Chen and H. Chen, Approximation Capability to Functions of Several Variables, Nonlinear Functionals and Operators By Radial Basis Function Neural Networks, IEEE Transaction on Neural Network, 1995, 6: 904–910.

    Google Scholar 

  5. R.H. Chen and Z.M. Wu, Applying multiquadric quasi-interpolation to solve Burgers’ equation, Applied Mathematics and Computation, 2006, 172: 472–484.

    Article  MATH  MathSciNet  Google Scholar 

  6. R. Franke, Scattered data interpolation: Tests of some methods, Mathematics of Computation 1982, 38: 181–200.

    MATH  MathSciNet  Google Scholar 

  7. R. L. Hardy, Multiquadric equations of topography and other irregular surfaces, Journal of Geophysical Research 1971, 76: 1905–1915.

    Article  Google Scholar 

  8. R.L. Hardy, Theory and applications of the multiquadric-bi-harmonic method, 20 years of discovery, 1968–1988, Comput. Math. Appl., 1990, 19: 163–208.

    Article  MATH  MathSciNet  Google Scholar 

  9. Y.C. Hon and Z.M. Wu, An Quasi-interpolation Method for solving stiff ordinary difference equations, International Journal for Numerical Methods in Engineering, 2000, 48: 1187–1197.

    Article  MATH  MathSciNet  Google Scholar 

  10. L. Ling, A univariate quasi-multiquadric interpolationwith better smoothness, Computers and Mathematics with Applications, 2004, 48: 897–912.

    Article  MATH  MathSciNet  Google Scholar 

  11. L.M. Ma and Z.M. Wu, Approximation to the k-th Derivatives by Multiquadric Quasi-interpolation Method, Journal of Computational and Applied Mathematics, 2009, 231: 925–932.

    Article  MATH  MathSciNet  Google Scholar 

  12. L.M. Ma and Z.M. Wu, Stability of Multiquadric Quasi-interpolation to Approximate High Order Derivatives, Science China Mathematics, 2010, 53: 985–992.

    Article  MATH  MathSciNet  Google Scholar 

  13. L.M. Ma and Z.M. Wu, A numerical method for one-dimensional nonlinear sine-Gordon equation using multiquadric quasi-interpolation, Chinese Physics b, 2009, 18: 3099–3103.

    Article  Google Scholar 

  14. S. Saitoh, Integral Transforms, Reproducing Kernels and Their Applications, Longmans, London, 1997.

    MATH  Google Scholar 

  15. R. Schaback, A unified thery of radial basis functions: native Hilbert spaces for radial basis functions II, J. Conput Appl. Math. 2000, 121: 165–177.

    Article  MATH  MathSciNet  Google Scholar 

  16. Z.M. Wu, Die Kriging Methoden zur Loesungen Mehredimmesinaler Interpolationen Probleme, PhD. Dissertation Goettinggen, 1986.

  17. Z.M. Wu and R. Schaback, Local error estimates for radial basis function interpolation of scattered data, IMA J. Numer. Anal., 1993, 13: 13–27

    Article  MATH  MathSciNet  Google Scholar 

  18. Z.M. Wu, Compactly supported positive definite radial functions, Adv. Comput. Math., 1995, 4: 283–292

    Article  MATH  MathSciNet  Google Scholar 

  19. Z.M. Wu and R. Schaback, Shape preserving properties and convergence of univariate multiquadric quasi-interpolation, Acta Mathematicae Applicatae Sinica, 1994, 10: 441–446.

    Article  MATH  MathSciNet  Google Scholar 

  20. Z.M. Wu, Compactly supported radial functions and the Strang-Fix condition, AppliedMathematics and Computation, 1997, 84: 115–124.

    Article  MATH  Google Scholar 

  21. Z.M. Wu, Dynamical knot and shape papameter setting for simulating shock wave by suing multiquadric quasi-interpolation, Engineering Analysis with Boundary Elements, 2005, 29: 354–358.

    Article  MATH  Google Scholar 

  22. Z.M. Wu, J.P. Liu, Generalized Strang-Fix condition for scattered data quasi-interpolation, Advances in Computational Mathematics, 2005, 23: 200–214.

    Article  Google Scholar 

  23. Z.M. Wu, Piecewise function generated by the solution of linear ordinary differential equation, AMS/IP Studys in Advanced Mathematics, 2008, 42: 769–784.

    Google Scholar 

  24. W.X. Zhang and Z.M. Wu, Shape-preserving MQ-B-Splines quasi-interpolation, Geometric Modeling and Processing 2004, 85–92.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zong-min Wu.

Additional information

Supported by the 973program-2006CB303102, SGST 09DZ 2272900 and NSFC No.11026089.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Wu, Zm., Ma, Lm. Generator, multiquadric generator, quasi-interpolation and multiquadric quasi-interpolation. Appl. Math. J. Chin. Univ. 26, 390–400 (2011). https://doi.org/10.1007/s11766-011-2812-5

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11766-011-2812-5

MR Subject Classification

Keywords

Navigation