Skip to main content

Computability of the Radon-Nikodym Derivative

  • Conference paper
Models of Computation in Context (CiE 2011)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 6735))

Included in the following conference series:

Abstract

We show that a single application of the non-computable operator EC, which transforms enumerations of sets (in ℕ) to their characteristic functions, suffices to compute the Radon-Nikodym derivative dμ/ dλ of a finite measure μ, which is absolutely continuous w.r.t. the σ-finite measure λ. We also give a condition on the two measures (in terms of computability of the norm of a certain linear operator involving the two measures) which is sufficient to compute the derivative.

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 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

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Brattka, V., de Brecht, M., Pauly, A.: Closed choice and a uniform low basis theorem. arXiv:1002.2800v1 [math.LO] (February 14. 2010)

    Google Scholar 

  2. Brattka, V., Gherardi, G.: Effective choice and boundedness principles in computable analysis. Bulletin of Symbolic Logic 17(1), 73–117 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  3. Brattka, V., Gherardi, G.: Weihrauch degrees, omniscience principles and weak computability. Journal of Symbolic Logic 76, 143–176 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  4. Bogachev, V.I.: Measure Theory. Springer, Heidelberg (2006)

    Google Scholar 

  5. Brattka, V.: Effective Borel measurability and reducibility of functions. Mathematical Logic Quarterly 51(1), 19–44 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  6. Dudley, R.: Real Analysis and Probability, 2nd edn. Cambridge University Press, Cambridge (2002)

    Book  MATH  Google Scholar 

  7. Gács, P.: Uniform test of algorithmic randomness over a general space. Theoretical Computer Science 341, 91–137 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  8. Galatolo, S., Hoyrup, M., Rojas, C.: A constructive Borel-Cantelli lemma. constructing orbits with required statistical properties. Theoretical Computer Science 410(21-23), 2207–2222 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  9. Gherardi, G., Marcone, A.: How incomputable is the separable Hahn-Banach theorem? Notre Dame Journal of Formal Logic 50(4), 293–425 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  10. Hoyrup, M., Rojas, C.: Computability of probability measures and martin-löf randomness over metric spaces. Information and Computation 207(7), 830–847 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  11. Hoyrup, M., Rojas, C., Weihrauch, K.: The Radon-Nikodym operator is not computable. In: CCA 2011 (2011)

    Google Scholar 

  12. Rudin, W.: Real and Complex Analysis, 3rd edn. McGraw-Hill, New York (1987)

    MATH  Google Scholar 

  13. Schröder, M.: Admissible representations for probability measures. Mathematical Logic Quarterly 53(4–5), 431–445 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  14. Schröder, M., Simpson, A.: Representing probability measures using probabilistic processes. Journal of Complexity 22(6), 768–782 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  15. Simpson, S.G.: Subsystems of Second Order Arithmetic. Perspectives in Mathematical Logic. Springer, Berlin (1999)

    Book  MATH  Google Scholar 

  16. Weihrauch, K.: The degrees of discontinuity of some translators between representations of the real numbers. Technical Report TR-92-050, International Computer Science Institute, Berkeley (July 1992)

    Google Scholar 

  17. Weihrauch, K.: The degrees of discontinuity of some translators between representations of the real numbers. Informatik Berichte 129, FernUniversität Hagen, Hagen (July 1992)

    Google Scholar 

  18. Weihrauch, K.: Computability on the probability measures on the Borel sets of the unit interval. Theoretical Computer Science 219, 421–437 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  19. Weihrauch, K.: Computable Analysis. Springer, Berlin (2000)

    Book  MATH  Google Scholar 

  20. Wu, Y., Weihrauch, K.: A computable version of the Daniell-Stone theorem on integration and linear functionals. Theoretical Computer Science 359(1–3), 28–42 (2006)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Hoyrup, M., Rojas, C., Weihrauch, K. (2011). Computability of the Radon-Nikodym Derivative. In: Löwe, B., Normann, D., Soskov, I., Soskova, A. (eds) Models of Computation in Context. CiE 2011. Lecture Notes in Computer Science, vol 6735. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21875-0_14

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-21875-0_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-21874-3

  • Online ISBN: 978-3-642-21875-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics