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Abstract

This paper is concerned with some computational aspects of the two basic ingredients for Galerkin-type approximations by linear combinations of multivariate B-splines, namely the numerical evaluation of the corresponding inner products and the practical construction of a well-conditioned spline basis. The respective algorithms proposed in this paper are based on some recent results which are briefly surveyed on occasion. The discussion of the algorithms is supplemented by numerical examples.

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References

  1. Allgower, E., Georg, K.: Triangulations by reflections with applications to approximations. In: Numerische Methoden der Approximationstheorie Bd. 4, ed. L. Collatz, G. Meinardus, H. Werner, Birkhäuser Basel, 1978, 10–32.

    Google Scholar 

  2. de Boor, C.: Splines as linear combinations of B-splines. In: Approximation Theory II, ed. G.G. Lorentz, C. K. Chui, L. L. Schumaker, Academic Press, 1976, 1–47.

    Google Scholar 

  3. de Boor, C., Lyche, T.,Schumaker, L. L.: On calculating with B-splines II. Integration. In: Numerische Methoden der Appro ximationstheorie, ed. L. Collatz, G. Meinardus, H. Werner, Basel, Birkhäuser, 1976, 123–146.

    Google Scholar 

  4. Cavendish, J.C.: Automatic triangulation of arbitrary planar domains for the Finite Element Method. International Journal for Numerical Methods in Engeneering, 8 (1974), 679–696.

    Google Scholar 

  5. Dahmen, W.: On multivariate B-splines. SIAM J. Numer. Anal. 17(1980), 179–191.

    Google Scholar 

  6. Dahmen, W.: Multivariate B-splines-recurrence relations and linear combinations of truncated powers. In: Multivariate Approximation Theory, ed. W. Schempp, K. Zeller, Basel, Birkhäuser, 1979, 64–82.

    Google Scholar 

  7. Dahmen, W.: Konstruktion mehrdimensionaler B-Splines und ihre Anwendungen auf Approximationsprobleme. In: Numerische Methoden der Approximationstheorie, ed. L. Collatz, G. Meinardus, H. Werner, Basel, Birkhäuser, 1980, 84–110.

    Google Scholar 

  8. Dahmen, W.: Approximation by linear combinations of multivariate B-splines. To appear in J. Approx. Theory.

    Google Scholar 

  9. Dahmen, W. : Multivariate B-Splines-ein neuer Ansatz im Rahmen der konstruktiven mehrdimensionalen Approximationstheorie. Habilitationsschrift, Bonn, Wintersemester 80/81.

    Google Scholar 

  10. Dahmen, W., Micchelli, C.A.: Computation of inner products of multivariate B-splines. To appear in Numerical Functional Analysis and Applications.

    Google Scholar 

  11. Dahmen, W., Micchelli, C.A.: On the linear independence of multivariate B-splines I. Triangulations of simploids. To appear.

    Google Scholar 

  12. Dahmen, W., Micchelli, C.A.: On the linear independence of multivariate B-splines II. Complete configurations. In preparation, ms.

    Google Scholar 

  13. Goodman, T.N.T., Lee, S.L.: Spline approximation of Bernstein Schoenberg type in one and two variables. To appear.

    Google Scholar 

  14. Grünbaum, Branko: Convex Polytopes, London, Interscience, 1967.

    MATH  Google Scholar 

  15. Hakopian, H.: On multivariate B-splines. To appear.

    Google Scholar 

  16. Höllig, K.: A remark on multivariate B-splines. To appear in J. Approx. Th.

    Google Scholar 

  17. Höllig, K.: Multivariate Splines. To appear.

    Google Scholar 

  18. Johnson, S.M.: Generation of permutations of adjacent trans positions. Math. Comp. 17(1963), 282–285.

    Google Scholar 

  19. Kuhn, K.W.: Some combinatorial lemmas in topology. IBM J. Research and Develop. 45(1960), 518–524.

    Google Scholar 

  20. Micchelli, C.A.: A constructive approach to Kergin interpolation in Rk: multivariate B-splines and Lagrange interpolation. University of Wisconsin Madison, Mathematics Research Center, Technical Summary Report, 1978, to appear in Rocky Mountain Journal of Mathematics.

    Google Scholar 

  21. Micchelli, C.A.: On a numerically efficient method for computing multivariate B-splines. In: Multivariate Approximation Theory, ed. W. Schempp, K. Zeller, Basel, Birkhäuser, 1979, 211–248.

    Google Scholar 

  22. Quesenberry, N.A.: Automatic triangulation of circles and ellipses. Thesis, Fort Collins, 1980.

    Google Scholar 

  23. Schwarz, Hans Rudolf: Methode der Finiten Elemente, Stuttgart, Teubner, 1980.

    MATH  Google Scholar 

  24. Stroud, A.H.: Approximate Calculation of Multiple Integrals. Englewood Cliffs, N.Y., Prentice-Hall, 1971.

    MATH  Google Scholar 

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© 1982 Birkhäuser Verlag Basel

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Dahmen, W.A., Micchelli, C.A. (1982). Numerical Algorithms for Least Squares Approximation by Multivariate B-Splines. In: Collatz, L., Meinardus, G., Werner, H. (eds) Numerical Methods of Approximation Theory, Vol.6 / Numerische Methoden der Approximationstheorie, Band 6. International Series of Numerical Mathematics / Internationale Schriftenreihe zur Numerischen Mathematik / Série internationale d’Analyse numérique, vol 59. Birkhäuser Basel. https://doi.org/10.1007/978-3-0348-7186-0_7

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  • DOI: https://doi.org/10.1007/978-3-0348-7186-0_7

  • Publisher Name: Birkhäuser Basel

  • Print ISBN: 978-3-0348-7188-4

  • Online ISBN: 978-3-0348-7186-0

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