On the root mean square weighted L2 discrepancy of scrambled nets

Until now (t,m,s)-nets in base b are the most important representatives in the family of low-discrepancy point sets. Such nets are often used for quasi-Monte Carlo approximation of high-dimensional integrals. Owen introduced a randomization of such point sets such that the net property is preserved. In this paper we consider the root mean square weighted L 2 discrepancy of (0,m,s)-nets in base b. The concept of weighted discrepancy was introduced by Sloan and Woźniakowski to give a general form of a Koksma-Hlawka inequality that takes into account imbalances in the "importance" of the projections of the integrand.

[1]  S. Joe Formulas for the Computation of the Weighted L 2 Discrepancy , 1997 .

[2]  Art B. Owen,et al.  Scrambling Sobol' and Niederreiter-Xing Points , 1998, J. Complex..

[3]  Lauwerens Kuipers,et al.  Uniform distribution of sequences , 1974 .

[4]  F. J. Hickernell Quadrature Error Bounds with Applications to Lattice Rules , 1997 .

[5]  Weighted discrepancy of Faure-Niederreiter nets for a certain sequence of weights , 2003 .

[6]  K. F. Roth On irregularities of distribution , 1954 .

[7]  H. Faure Discrépance de suites associées à un système de numération (en dimension s) , 1982 .

[8]  Henryk Wozniakowski,et al.  When Are Quasi-Monte Carlo Algorithms Efficient for High Dimensional Integrals? , 1998, J. Complex..

[9]  A. Owen Monte Carlo Variance of Scrambled Net Quadrature , 1997 .

[10]  A. Owen Randomly Permuted (t,m,s)-Nets and (t, s)-Sequences , 1995 .

[11]  Harald Niederreiter,et al.  Random number generation and Quasi-Monte Carlo methods , 1992, CBMS-NSF regional conference series in applied mathematics.

[12]  Fred J. Hickernell,et al.  The mean square discrepancy of randomized nets , 1996, TOMC.

[13]  H. Niederreiter Point sets and sequences with small discrepancy , 1987 .

[14]  Friedrich Pillichshammer,et al.  Bounds for the weighted Lp discrepancy and tractability of integration , 2003, J. Complex..

[15]  John P. Lehoczky,et al.  Discrete Eigenfunction Expansion of Multi-Dimensional Brownian Motion and the Ornstein-Uhlenbeck Pro , 1998 .