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Preprints of the Keldysh Institute of Applied Mathematics, 2021, 008, 24 pp.
DOI: https://doi.org/10.20948/prepr-2021-8
(Mi ipmp2926)
 

Multidimensional cubatures on Sobol sequences

A. A. Belov, N. N. Kalitkin, M. A. Tintul
References:
Abstract: Calculation of the multidimensional cubatures in the unit hypercube is a complex problem of numerical methods, and its application value is great. This paper compares various calculation methods: product of regular onedimensional grid formulae, classical Monte Carlo method using pseudorandom points and Sobol sequences. It is suggested to use not any Sobol sequences, but only with magic numbers $N=2^n$. In addition, offset Sobol points are proposed: all coordinates of magic Sobol points are simultaneously increased by $(2N)^{-1}$. Comparisons on the test showed that the latter method is significantly more accurate than all the others.
Keywords: multidimensional cubatures, Monte Carlo method, Sobol sequences, magic numbers, offset Sobol points.
Funding agency Grant number
Russian Foundation for Basic Research 18-01-00175_а
Document Type: Preprint
Language: Russian
Citation: A. A. Belov, N. N. Kalitkin, M. A. Tintul, “Multidimensional cubatures on Sobol sequences”, Keldysh Institute preprints, 2021, 008, 24 pp.
Citation in format AMSBIB
\Bibitem{BelKalTin21}
\by A.~A.~Belov, N.~N.~Kalitkin, M.~A.~Tintul
\paper Multidimensional cubatures on Sobol sequences
\jour Keldysh Institute preprints
\yr 2021
\papernumber 008
\totalpages 24
\mathnet{http://mi.mathnet.ru/ipmp2926}
\crossref{https://doi.org/10.20948/prepr-2021-8}
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