Good lattice rules with a composite number of points based on the product weighted star discrepancy
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This is an author’s version of article published in the book: Monte Carlo and Quasi-Monte Carlo Methods 2006.
Abstract
Rank-1 lattice rules based on a weighted star discrepancy with weights of a product form have been previously constructed under the assumption that the number of points is prime. Here, we extend these results to the non-prime case. We show that if the weights are summable, there exist lattice rules whose weighted star discrepancy is O(n−1+δ), for any δ > 0, with the implied constant independent of the dimension and the number of lattice points, but dependent on δ and the weights. Then we show that the generating vector of such a rule can be constructed using a component-by-component (CBC) technique. The cost of the CBC construction is analysed in the final part of the paper.
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Sinescu, V. & Joe, S.(2008). Good lattice rules with a composite number of points based on the product weighted star discrepancy. In H. Niederreiter & D. Talay (Eds), Monte Carlo and Quasi-Monte Carlo Methods 2006(pp. 645-658). Berlin, Germany: Springer.
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Springer Berlin Heidelberg