Title :
A Dual Plotkin Bound for (T,M,S) -Nets
Author :
Martin, William J. ; Visentin, Terry I.
Author_Institution :
Dept. of Math. Sci., Worcester Polytech. Inst., MA
Abstract :
The effectiveness of quasi-Monte Carlo methods for numerical integration has led to the study of (T,M,S)-nets, which are uniformly distributed point sets in the Euclidean unit cube. A recent result, proved independently by Schmid/Mullen and Lawrence, establishes an equivalence between (T,M,S)-nets and ordered orthogonal arrays. In a paper of Martin and Stinson, a linear programming technique is described which gives lower bounds on the size of an ordered orthogonal array and, hence, on the quality parameter T of a (T,M,S)-net. In this correspondence, these ideas are used to derive a dual Plotkin bound for ordered orthogonal arrays. For a (T,M,S)-net in base b, this bound implies TgesM+1-S/1-bM-Slscr(lscr-1/b-1/b2 -middotmiddotmiddot-1/blscr), where lscr=1+lfloorM-T/Srfloor. The correspondence ends with an exploration of the implications of this bound relative to known tables and examples
Keywords :
Monte Carlo methods; codes; linear programming; sequences; (T,M,S)-net; Euclidean unit cube; dual Plotkin bound; linear programming technique; numerical integration; ordered orthogonal array; quasiMonte Carlo method; Codes; Combinatorial mathematics; Computational modeling; Scientific computing; Statistics; $(T,M,S)$-net; Linear programming bound; Plotkin bound; orthogonal array;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2006.887514