The curse of dimensionality for numerical integration of smooth functions.

MATHEMATICS OF COMPUTATION(2014)

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摘要
We prove the curse of dimensionality for multivariate integration of C-r functions: The number of needed function values to achieve an error epsilon is larger than c(r)(1 + gamma)(d) for epsilon <= epsilon(0), where cr, gamma > 0. The proofs are based on volume estimates for r = 1 together with smoothing by convolution. This allows us to obtain smooth fooling functions for r > 1.
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关键词
Curse of dimensionality,numerical integration,high dimensional numerical problems
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