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Quasi-Monte Carlo: a high-dimensional experiment - MaRDI portal

Quasi-Monte Carlo: a high-dimensional experiment (Q742075)

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scientific article; zbMATH DE number 6345429
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Quasi-Monte Carlo: a high-dimensional experiment
scientific article; zbMATH DE number 6345429

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    Quasi-Monte Carlo: a high-dimensional experiment (English)
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    17 September 2014
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    The authors present a new numerical evidence that certain very high-dimensional integrals can be efficiently approximated by quasi-Monte Carlo-methods (dimension \(>1000\)). If the average dimension in the sense of Owen is sufficiently small, the convergence rate is close to \(1/N\) (for \(N\) integration points).
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    quasi-Monte Carlo
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    Sobol sequences
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    high-dimensional integration
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    average dimension
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    mean dimension
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