Skip to main content

Fractional Operators, Dirichlet Averages, and Splines

  • Chapter
  • First Online:
Book cover New Perspectives on Approximation and Sampling Theory

Part of the book series: Applied and Numerical Harmonic Analysis ((ANHA))

  • 1273 Accesses

Abstract

Fractional differential and integral operators, Dirichlet averages, and splines of complex order are three seemingly distinct mathematical subject areas addressing different questions and employing different methodologies. It is the purpose of this paper to show that there are deep and interesting relationships between these three areas. First a brief introduction to fractional differential and integral operators defined on Lizorkin spaces is presented and some of their main properties exhibited. This particular approach has the advantage that several definitions of fractional derivatives and integrals coincide. We then introduce Dirichlet averages and extend their definition to an infinite-dimensional setting that is needed to exhibit the relationships to splines of complex order. Finally, we focus on splines of complex order and, in particular, on cardinal B-splines of complex order. The fundamental connections to fractional derivatives and integrals as well as Dirichlet averages are presented.

Dedicated to Paul Leo Butzer on the occasion of his 85th birthday

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 54.99
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

Institutional subscriptions

References

  1. Anastassiou, G.: On right fractional calculus. Chaos Solitons Fractals 42, 356–376 (2009)

    Google Scholar 

  2. Baleanu, D., Diethelm, K., Scalas, E., Trujillo, J.: Fractional Calculus: Models and Numerical Methods. World Scientific Publishing Company, Singapore (2012)

    Google Scholar 

  3. Butzer, P., Westphal, U.: An introduction to fractional calculus. In: Hilfer, R. (ed.) Applications of Fractional Calculus in Physics, pp. 1–85. World Scientific Publishing, Singapore (2000)

    Chapter  Google Scholar 

  4. Carlson, B.: A connection between elementary and higher transcendental functions. SIAM J. Appl. Math. 17(1), 116–148 (1969)

    Article  MATH  MathSciNet  Google Scholar 

  5. Carlson, B.: Appell functions and multiple averages. SIAM J. Math. Anal. 2(3), 420–430 (1971)

    Article  MathSciNet  Google Scholar 

  6. Carlson, B.: Special Functions of Applied Mathematics. Academic, New York (1977)

    MATH  Google Scholar 

  7. Carlson, B.: B-splines, hypergeometric functions, and Dirichlet averages. J. Approx. Theory 67, 311–325 (1991)

    Article  MATH  MathSciNet  Google Scholar 

  8. Dahmen, W., Micchelli, C.: Statistical encounters with B-splines. Contemp. Math. 59, 17–48 (1986)

    Article  MathSciNet  Google Scholar 

  9. Dantry, R., Lions, J.-L.: Mathematical Analysis and Numerical Methods for Science and Technology, vol. 2. Springer, Berlin (2000)

    Google Scholar 

  10. Forster, B., Massopust, P.: Multivariate complex B-splines. Proc. SPIE, Wavelets XII, 6701, 670109-1–670109-9 (2007)

    Google Scholar 

  11. Forster, B., Massopust, P.: Some remarks about the connection between fractional divided differences, fractional B-splines, and the Hermite-Genocchi formula. Int. J. Wavelets Multiresolution Inform. Process. 6(2), 279–290 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  12. Forster, B., Massopust, P.: Statistical encounters with complex B-splines. Constr. Approx. 29, 325–344 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  13. Forster, B., Massopust, P.: Multivariate complex B-splines, Dirichlet averages and difference operators. In: Proceedings of the 8th International Conference on Sampling Theory and Applications (SampTA), Marseille, France (2009)

    Google Scholar 

  14. Forster, B., Massopust, P.: Interpolation with fundamental splines of fractional order. In: Proceedings of 9th International Conference on Sampling Theory and Applications (SampTa), Singapore (2011)

    Google Scholar 

  15. Forster, B., Massopust, P.: Splines of complex order: Fourier, filter, and fractional derivatives. Sampl. Theory Signal Image Anal. 10(1–2), 89–109 (2011)

    MATH  MathSciNet  Google Scholar 

  16. Forster, B., Massopust, P.: Short communication: multivariate interpolation with fundamental splines of fractional order. Proc. Appl. Math. Mech. 11, 857–858 (2011)

    Article  Google Scholar 

  17. Forster, B., Blue, T., Unser, M.: Complex B-splines. Appl. Comp. Harmonic Anal. 20, 281–282 (2006)

    Article  Google Scholar 

  18. Forster, B., Massopust, P., Übelacker, T.: Periodic splines of complex order. Numer. Funct. Anal. Optim. 33(7–9), 989–1004 (2012)

    Article  MATH  MathSciNet  Google Scholar 

  19. Forster, B., Garunkštis, R., Massopust, P., Steuding, J.: Complex B-splines and Hurwitz zeta functions. London Math. Soc. J. Comput. Math. 16, 61–77 (2013)

    MATH  Google Scholar 

  20. Führ, H.: Abstract Harmonic Analysis of Continuous Wavelet Transforms. Springer Lecture Notes, vol. 1863. Springer, Berlin (2005)

    Google Scholar 

  21. Gel’fand, I., Shilov, G.: Generalized Functions, vol. 1 (in Russian). Nauka, Moscow (1959)

    Google Scholar 

  22. Hilfer, R.: Applications of Fractional Calculus in Physics. World Scientific Publishing Company, Singapore (2000)

    Book  MATH  Google Scholar 

  23. Hille, E., Phillips, R.: Functional Analysis and Semi-Groups, vol. 31. American Mathematical Society, Colloquium Publications, Providence (1957)

    Google Scholar 

  24. Karlin, S.F., Micchelli, C., Pinkus, A., Schoenberg, I.: Studies in Spline Functions and Approximation Theory. Academic, New York (1976)

    MATH  Google Scholar 

  25. Karlin, S., Micchelli, C., Rinott, Y.: Multivariate splines: a probabilistic perspective. J. Multivar. Anal. 20, 69–90 (1986)

    Article  MATH  MathSciNet  Google Scholar 

  26. Kilbas, A., Srivastava, H., Trujillo, J.: Theory and Applications of Fractional Differential Equations. Elsevier B.V., Amsterdam (2006)

    MATH  Google Scholar 

  27. Lizorkin, P.: Generalized Liouville differentiation and the functional spaces \(L_{p}^{r}(E_{n})\). Imbedding theorems (Russian). Mat. Sb. (N.S.) 60(120), 325–353 (1963)

    Google Scholar 

  28. Massopust, P.: Double Dirichlet averages and complex B-splines. In: Proceedings of the 8th International Conference on Sampling Theory and Applications (SampTA), Marseille, France (2009)

    Google Scholar 

  29. Massopust, P.: Interpolation and Approximation with Splines and Fractals. Oxford University Press, New York (2010)

    MATH  Google Scholar 

  30. Massopust, P.: Moments of complex B-splines. Commun. Math. Anal. 12(2), 58–70 (2012)

    MATH  MathSciNet  Google Scholar 

  31. Massopust, P.: Splines of complex order: an introduction, vol. 1479, pp. 991–994. AIP Conference Proceedings, 10th International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2012), Kos, Greece (2012)

    Google Scholar 

  32. Massopust, P.: Exponential splines of complex order. Contemp. Math. (in press)

    Google Scholar 

  33. Massopust, P., Forster, B.: Multivariate complex B-splines and Dirichlet averages. J. Approx. Theory 162, 252–269 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  34. Micchelli, C.: A constructive approach to Kergin interpolation in \(\mathbb{R}^{k}\): multivariate B-splines and Lagrange interpolation. Rocky Mt. J. Math. 10(3), 485–497 (1980)

    Article  MATH  MathSciNet  Google Scholar 

  35. Neuman, E., Van Fleet, P.: Moments of Dirichlet splines and their applications to hypergeometric functions. J. Comput. Appl. Math. 53, 225–241 (1994)

    Article  MathSciNet  Google Scholar 

  36. Ortigueira, M.: Fractional Calculus for Scientists and Engineers. Springer, Dordrecht (2011)

    Book  MATH  Google Scholar 

  37. Pinkus, A.: Approximating by ridge functions. In: Le Méhauté, A., Rabut, C., Schumaker, L. (eds.) Surface Fitting and Multiresolution Methods, pp. 1–14. Vanderbilt University Press, Nashville (1997)

    Google Scholar 

  38. Podlubny, I.: Fractional Differential Equations. Academic, New York (1999)

    MATH  Google Scholar 

  39. Samko, S.: Denseness of Lizorkin-type spaces Φ V in \(L^{p}(\mathbb{R}^{n})\). Mat. Zametki 31(6), 655–665 (1982)

    MathSciNet  Google Scholar 

  40. Samko, S., Kilbas, A., Marichev, O.: Fractional Integrals and Derivatives. Gordon and Breach Science Publishers, Minsk (1987)

    MATH  Google Scholar 

  41. Shiryayev, A.: Probability. Springer, New York (1984)

    Book  MATH  Google Scholar 

  42. Troyanov, M.: On the Hodge decomposition in \(\mathbb{R}^{n}\). Mosc. Math. J. 9(4), 899–926 (2009)

    MATH  MathSciNet  Google Scholar 

  43. Unser, M., Blu, T.: Fractional splines and wavelets. SIAM Rev. 42(1), 43–67 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  44. Unser, M., Blu, T.: Cardinal exponential splines: part I: theory and filtering algorithms. IEEE Trans. Signal Process. 53(4), 1425–1438 (2005)

    Article  MathSciNet  Google Scholar 

  45. Westphal, U.: An approach to fractional powers of operators via fractional differences. Proc. London Math. Soc. 29(3), 557–576 (1974)

    Article  MATH  MathSciNet  Google Scholar 

  46. Zemanian, A.: Distribution Theory and Transform Analysis An Introduction to Generalized Functions, with Applications. Dover Publications Inc., New York (1987)

    MATH  Google Scholar 

  47. Zheludev, V.: Fractional-order derivatives and the numerical solution of certain convolution equations. Differ. Equ. 18, 1404–1413 (1982)

    MathSciNet  Google Scholar 

  48. zu Castell, W.: Dirichlet splines as fractional integrals of B-splines. Rocky Mt. J. Math. 32, 545–559 (2002)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Peter Massopust .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Massopust, P. (2014). Fractional Operators, Dirichlet Averages, and Splines. In: Zayed, A., Schmeisser, G. (eds) New Perspectives on Approximation and Sampling Theory. Applied and Numerical Harmonic Analysis. Birkhäuser, Cham. https://doi.org/10.1007/978-3-319-08801-3_17

Download citation

Publish with us

Policies and ethics