Abstract
In this paper, we introduce construction algorithms for Korobov rules for numerical integration which work well for a given set of dimensions simultaneously. The existence of such rules was recently shown by Niederreiter. Here we provide a feasible construction algorithm and an upper bound on the worst-case error in certain reproducing kernel Hilbert spaces for such quadrature rules. The proof is based on a sieve principle recently used by the authors to construct extensible lattice rules. We only treat classical lattice rules. The same ideas apply for polynomial lattice rules.
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N. Aronszajn (1950) ArticleTitleTheory of reproducing kernels Trans. Amer. Math. Soc. 68 337–404 Occurrence Handle0037.20701 Occurrence Handle10.2307/1990404 Occurrence Handle51437
J. Dick (2004) ArticleTitleOn the convergence rate of the component-by-component construction of good lattice rules J. Complexity 20 493–522 Occurrence Handle10.1016/j.jco.2003.11.008 Occurrence Handle2068155
Dick, J.: The construction of extensible polynomial lattice rules with small weighted star discrepancy (submitted 2006).
Dick, J., Pillichshammer, F., Waterhouse, B. J.: The construction of good extensible lattices (submitted 2006).
J. Dick I. H. Sloan X. Wang H. Woźniakowski (2004) ArticleTitleLiberating the weights J. Complexity 20 593–623 Occurrence Handle1089.65005 Occurrence Handle10.1016/j.jco.2003.06.002 Occurrence Handle2086942
F. J. Hickernell (1998) ArticleTitleA generalized discrepancy and quadrature error bound Math. Comp. 67 299–322 Occurrence Handle0889.41025 Occurrence Handle10.1090/S0025-5718-98-00894-1 Occurrence Handle1433265
Hickernell, F. J.: Lattice rules: how well do they measure up? In: Random and quasi-random point sets (Hellekalek, P. and Larcher, G., eds.). Lecture Notes in Statistics, vol. 138. New York: Springer, pp. 109–166 (1998).
E. Hlawka (1962) ArticleTitleZur angenäherten Berechnung mehrfacher Integrale Monatsh. Math. 66 140–151 Occurrence Handle0105.04603 Occurrence Handle10.1007/BF01387711 Occurrence Handle143329
S. Joe (2006) Construction of good rank-1 lattice rules based on the weighted star discrepancy H. Niederreiter D. Talay (Eds) Monte Carlo and quasi-Monte Carlo methods 2004 Springer Berlin Heidelberg New York 181–196 Occurrence Handle10.1007/3-540-31186-6_12
F. Y. Kuo (2003) ArticleTitleComponent-by-component constructions achieve the optimal rate of convergence for multivariate integration in weighted Korobov and Sobolev spaces J. Complexity 19 301–320 Occurrence Handle1027.41031 Occurrence Handle10.1016/S0885-064X(03)00006-2 Occurrence Handle1984116
F. Y. Kuo S. Joe (2002) ArticleTitleComponent-by-component construction of good lattice rules with composite number of points J. Complexity 18 943–976 Occurrence Handle1022.65006 Occurrence Handle10.1006/jcom.2002.0650 Occurrence Handle1933697
N. M. Korobov (1959) ArticleTitleThe approximate computation of multiple integrals Dokl. Akad. Nauk SSSR 124 1207–1210 Occurrence Handle0089.04201 Occurrence Handle104086
N. M. Korobov (1960) ArticleTitleProperties and calculation of optimal coefficients Dokl. Akad. Nauk SSSR 132 1009–1012 Occurrence Handle120768
H. Niederreiter (1992) Random number generation and quasi-Monte Carlo methods. CBMS-NSF Series in Applied Mathematics, vol. 63 SIAM Philadelphia
H. Niederreiter (2003) ArticleTitleThe existence of good extensible polynomial lattice rules Monatsh. Math. 139 295–307 Occurrence Handle1038.11048 Occurrence Handle10.1007/s00605-002-0530-z Occurrence Handle2001711
D. Nuyens R. Cools (2006) ArticleTitleFast algorithms for component-by-component construction of rank-1 lattice rules in shift-invariant reproducing kernel Hilbert spaces Math. Comp. 75 903–920 Occurrence Handle1094.65004 Occurrence Handle10.1090/S0025-5718-06-01785-6 Occurrence Handle2196999
D. Nuyens R. Cools (2006) ArticleTitleFast construction of rank-1 lattice rules with non-prime number of points J. Complexity 22 4–28 Occurrence Handle1092.65002 Occurrence Handle10.1016/j.jco.2005.07.002 Occurrence Handle2198499
I. H. Sloan S. Joe (1994) Lattice methods for multiple integration Oxford University Press Oxford Occurrence Handle0855.65013
I. H. Sloan F. Y. Kuo S. Joe (2002) ArticleTitleConstructing randomly shifted lattice rules in weighted Sobolev spaces SIAM J. Numer. Anal. 40 1650–1655 Occurrence Handle1037.65005 Occurrence Handle10.1137/S0036142901393942 Occurrence Handle1950616
I. H. Sloan F. Y. Kuo S. Joe (2002) ArticleTitleOn the step-by-step construction of quasi-Monte Carlo integration rules that achieve strong tractability error bounds in weighted Sobolev spaces Math. Comp. 71 1609–1640 Occurrence Handle1011.65001 Occurrence Handle10.1090/S0025-5718-02-01420-5 Occurrence Handle1933047
I. H. Sloan H. Woźniakowski (1998) ArticleTitleWhen are quasi-Monte Carlo algorithms efficient for high-dimensional integrals? J. Complexity 14 1–33 Occurrence Handle1032.65011 Occurrence Handle10.1006/jcom.1997.0463 Occurrence Handle1617765
I. H. Sloan H. Woźniakowski (2001) ArticleTitleTractability of multivariate integration for weighted Korobov classes J. Complexity 17 697–721 Occurrence Handle0998.65004 Occurrence Handle10.1006/jcom.2001.0599 Occurrence Handle1881665
X. Wang I. H. Sloan J. Dick (2004) ArticleTitleOn Korobov lattice rules in weighted spaces SIAM J. Numer. Anal. 42 1760–1779 Occurrence Handle1079.65010 Occurrence Handle10.1137/S0036142903425021 Occurrence Handle2114300
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The second author is supported by the Austrian Research Foundation (FWF), Project S9609 that is part of the Austrian National Research Network ``Analytic Combinatorics and Probabilistic Number Theory''.
The support of the Australian Research Council under its Center of Excellence Program is greatfully acknowledged.
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Dick, J., Pillichshammer, F. & Waterhouse, B.J. The construction of good extensible Korobov rules. Computing 79, 79–91 (2007). https://doi.org/10.1007/s00607-006-0216-9
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DOI: https://doi.org/10.1007/s00607-006-0216-9