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A Finite-Row Scrambling of Niederreiter Sequences

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Monte Carlo and Quasi-Monte Carlo Methods 2012

Part of the book series: Springer Proceedings in Mathematics & Statistics ((PROMS,volume 65))

Abstract

This paper introduces a scrambling matrix that modifies the generating matrices of the classical Niederreiter sequences to so-called finite-row generating matrices. The method used for determining this scrambling matrix also allows us to construct the inverse matrices of these generating matrices of Niederreiter. The question for finite-row digital (t, s)-sequences is motivated in the context of Niederreiter-Halton sequences, where—inspired by the Halton sequences—Niederreiter sequences in different bases are combined to a higher dimensional sequence. The investigation of the discrepancy of the Niederreiter-Halton sequences is a difficult task and still in its infancy. Results achieved for special examples raised the idea that the combination of finite-row generating matrices in different bases may be interesting. This paper also contains experiments that compare the performance of some Niederreiter-Halton sequences to the performance of Faure and Halton sequences and corroborate this idea.

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References

  1. Dick, J., Pillichshammer, F.: Digital Nets and Sequences. Discrepancy Theory and Quasi-Monte Carlo Integration. Cambridge University Press, Cambridge (2010)

    Google Scholar 

  2. Faure, H.: Discrépance de suites associées à un système de numération (en dimension s). Acta Arith. 41, 337–351 (1982)

    MathSciNet  MATH  Google Scholar 

  3. Faure, H.: Multidimensional quasi-Monte Carlo methods. (Méthodes quasi-Monte-Carlo multidimensionnelles.) Theor. Comput. Sci. 123, 131–137 (1994)

    Google Scholar 

  4. Faure, H., Tezuka, S.: Another random scrambling of digital (t, s)-sequences. In: Fang, K.-T., Hickernell, F.J., Niederreiter, H. (eds.) Monte Carlo and Quasi-Monte Carlo Methods 2000, pp. 242–256. Springer, Berlin/Heidelberg (2002)

    Chapter  Google Scholar 

  5. Halton, J.H.: On the efficiency of certain quasi-random sequences of points in evaluating multi-dimensional integrals. Numer. Math. 2, 84–90 (1960)

    Article  MathSciNet  MATH  Google Scholar 

  6. Hardy, G.H., Wright, E.M.: An Introduction to the Theory of Numbers. Oxford University Press, New York (1979)

    MATH  Google Scholar 

  7. Hofer, R.: On the distribution properties of Niederreiter-Halton sequences. J. Number Theory 129, 451–463 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  8. Hofer, R.: A construction of digital (0, s)-sequences involving finite-row generator matrices. Finite Fields Appl. 18, 587–596 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  9. Hofer, R., Kritzer, P., Larcher, G., Pillichshammer, F.: Distribution properties of generalized van der Corput-Halton sequences and their subsequences. Int. J. Number Theory 5, 719–746 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  10. Hofer, R., Larcher, G.: On existence and discrepancy of certain digital Niederreiter-Halton sequences. Acta Arith. 141, 369–394 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  11. Hofer, R., Pirsic, G.: An explicit construction of finite-row digital (0,s)-sequences. Unif. Distrib. Theory 6, 13–30 (2011)

    MathSciNet  MATH  Google Scholar 

  12. Niederreiter, H.: Point sets and sequences with small discrepancy. Monatsh. Math. 104, 273–337 (1987)

    Article  MathSciNet  MATH  Google Scholar 

  13. Niederreiter, H.: Low-discrepancy and low-dispersion sequences. J. Number Theory 30, 51–70 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  14. Niederreiter, H.: Random Number Generation and Quasi-Monte Carlo Methods. CBMS-NSF Regional Conference Series in Applied Mathematics, vol. 63. Society for Industrial and Applied Mathematics (SIAM), Philadelphia (1992)

    Google Scholar 

  15. Sobol’, I.M.: On the distribution of points in a cube and the approximation evaluation of integrals (Russian). Z̆. Vyčisl. Mat. i Mat. Fiz. 7, 784–802 (1967)

    Google Scholar 

  16. Wolfram Research, Inc.: Mathematica, Version 7.0, Champaign (2008)

    Google Scholar 

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Acknowledgements

The first author was supported by the Austrian Science Fund (FWF), Project P21943 and the second author by the Austrian Science Fund (FWF), Projects S9606 and P23285-N18. The first author would like to thank Christian Irrgeher for his advice for the numerical experiments.

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Correspondence to Roswitha Hofer .

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Hofer, R., Pirsic, G. (2013). A Finite-Row Scrambling of Niederreiter Sequences. In: Dick, J., Kuo, F., Peters, G., Sloan, I. (eds) Monte Carlo and Quasi-Monte Carlo Methods 2012. Springer Proceedings in Mathematics & Statistics, vol 65. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-41095-6_20

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