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R implementation of S. Joe and F. Y. Kuo, "Constructing Sobol sequences with better two-dimensional projections", SIAM J. Sci. Comput. 30, 2635-2654 (2008). The implementation is based on the data file new-joe-kuo-6.21201 http://web.maths.unsw.edu.au/~fkuo/sobol/.
Get avairable dimension number of Sobol Sequence.
library(SobolSequence) sobolSequence.dimMinMax()
Get avairable F2 dimension number of Sobol Sequence.
sobolSequence.dimF2MinMax(10)
And get points. Each row of returned matrix contains an s-dimensional point.
s <- 4 m <- 10 c <- 2^m mat <- sobolSequence.points(dimR=s, dimF2=m, count=c) mat[1,]
Get digital shifted points.
s <- 4 m <- 10 c <- 2^m mat <- sobolSequence.points(dimR=s, dimF2=m, count=c, digitalShift=TRUE) mat[1,]
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