Preprint 21/2007

Bracketing numbers for axis-parallel boxes and applications to geometric discrepancy

Michael Gnewuch

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Submission date: 26. Feb. 2007
Pages: 21
published in: Journal of complexity, 24 (2008) 2, p. 154-172 
DOI number (of the published article): 10.1016/j.jco.2006.06.006
MSC-Numbers: 11K38
Keywords and phrases: star discrepancy, extreme discrepancy, bracketing number, covering number, metric entropy
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Abstract:
In the first part of this paper we derive lower bounds and constructive upper bounds for the bracketing numbers of anchored and unanchored axis-parallel boxes in the d-dimensional unit cube. In the second part we apply these results to geometric discrepancy. We derive upper bounds for the inverse of the star and the extreme discrepancy with explicitly given small constants and an optimal dependence on the dimension d, and provide corresponding bounds for the star and the extreme discrepancy itself. These bounds improve known results from [B. Doerr, M. Gnewuch, A. Srivastav. Bounds and constructions for the star-discrepancy via formula7-covers. J. Complexity 21 (2005), 691-709], [M. Gnewuch. Bounds for the average formula9-extreme and the formula11-extreme discrepancy, Electron. J. Combin. 12 (2005), Research Paper 54] and [H. N. Mhaskar. On the tractibility of multivariate integration and approximation by neural networks. J. Complexity 20 (2004), 561-590].

We also discuss an algorithm from [E. Thiémard, An algorithm to compute bounds for the star discrepancy, J. Complexity 17 (2001), 850-880] to approximate the star-discrepancy of a given n-point set. Our lower bound on the bracketing number of anchored boxes, e.g., leads directly to a lower bound of the running time of Thiémard's algorithm. Furthermore, we show how one can use our results to modify the algorithm to approximate the extreme discrepancy of a given set.

21.02.2013, 01:42