|
MATHEMATICS
Multidimensional cubatures with super-power convergence
A. A. Belovab, M. A. Tintula a Faculty of Physics, Lomonosov Moscow State University, Moscow, Russian Federation
b Peoples Friendship University of Russia, Faculty of Physical, Mathematical and Natural Sciences, Moscow, Russian Federation
Abstract:
In many applications, multidimensional integrals over the unit hypercube arise, which are calculated using Monte Carlo methods. The convergence of the best of them turns out to be quite slow. In this paper, fundamentally new cubatures with super-power convergence based on the improved Korobov grids and special variable substitution are proposed. A posteriori error estimates are constructed, which are practically indistinguishable from the actual accuracy. Examples of calculations illustrating the advantages of the proposed methods are given.
Keywords:
multidimensional integrals, Monte Carlo method, super-power convergence, Korobov grids.
Citation:
A. A. Belov, M. A. Tintul, “Multidimensional cubatures with super-power convergence”, Dokl. RAN. Math. Inf. Proc. Upr., 514:1 (2023), 107–111; Dokl. Math., 108:3 (2023), 514–518
Linking options:
https://www.mathnet.ru/eng/danma440 https://www.mathnet.ru/eng/danma/v514/i1/p107
|
|