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Rank-1 lattice rules for multivariate integration in spaces of permutation-invariant functions. Error bounds and tractability - MaRDI portal

Rank-1 lattice rules for multivariate integration in spaces of permutation-invariant functions. Error bounds and tractability (Q5965004)

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scientific article; zbMATH DE number 6548102
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Rank-1 lattice rules for multivariate integration in spaces of permutation-invariant functions. Error bounds and tractability
scientific article; zbMATH DE number 6548102

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    Rank-1 lattice rules for multivariate integration in spaces of permutation-invariant functions. Error bounds and tractability (English)
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    2 March 2016
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    The authors study high-dimensional integration problems of 1-periodic functions \(f:\,[0,\,1]^d \to {\mathbb C}\) that are invariant under permutations of their arguments. Using reproducing kernel Hilbert spaces and their permutation-invariant subspaces, they bound the minimal worst case error of quasi-Monte Carlo methods for the integration of \(f\). Under certain conditions, the minimal worst case error can be bounded independent of \(d\). Applying shifted rank-1 lattice rules, the authors derive conditions under which multivariate integration is (strongly) polynomially tractable. Finally, the authors show the existence of rank-1 lattice rules whose worst case error on the permutation- and shift-invariant spaces converge with (almost) optimal rate. This theory is motivated by problems from computational quantum physics.
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    high-dimensional integration
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    cubature methods
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    permutation-invariant functions
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    quasi-Monte Carlo rules
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    minimal worst case error
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    shifted rank-1 lattice rules
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    tractability
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    reproducing kernel Hilbert spaces
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