1. A search for extensible low-WAFOM point sets.
- Author
-
Shin Harase
- Subjects
MONTE Carlo method ,ALGORITHMS ,NUMERICAL analysis ,NUMERICAL integration ,STOCHASTIC convergence - Abstract
Matsumoto, Saito and Matoba recently proposed the Walsh figure of merit (WAFOM), which is a computable criterion for quasi-Monte Carlo point sets using digital nets. Several algorithms have been proposed for finding low-WAFOM point sets. In the existing algorithms, the number of points is fixed in advance, but extensible point sets are preferred in some applications. In this paper, we propose a random search algorithm for extensible low-WAFOM point sets. For this, we introduce a method that uses lookup tables to compute WAFOM faster. Numerical results show that our extensible low-WAFOM point sets are comparable with Niederreiter-Xing sequences for some low-dimensional and smooth test functions. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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