Title of article :
Fast generation of low-discrepancy sequences
Author/Authors :
Struckmeier، نويسنده , , J.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 1995
Pages :
13
From page :
29
To page :
41
Abstract :
The paper presents a fast implementation of a constructive method to generate a special class of low-discrepancy sequences which are based on Van Neumann-Kakutani transformations. Such sequences can be used in various simulation codes where it is necessary to generate a certain number of uniformly distributed random numbers on the unit interval. From a theoretical point of view the uniformity of a sequence is measured in terms of the discrepancy which is a special distance between a finite set of points and the uniform distribution on the unit interval. cal results are given on the cost efficiency of different generators on different hardware architectures as well as on the corresponding uniformity of the sequences. As an example for the efficient use of low-discrepancy sequences in a complex simulation code results are presented for the simulation of a hypersonic rarefied gas flow.
Keywords :
Low-discrepancy sequences , Monte-Carlo method , Van Neumann-Kakutani transformation
Journal title :
Journal of Computational and Applied Mathematics
Serial Year :
1995
Journal title :
Journal of Computational and Applied Mathematics
Record number :
1546153
Link To Document :
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