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单词 Quasirandom
释义

Quasirandom

英语百科

Low-discrepancy sequence

(重定向自Quasirandom)
Error in estimated kurtosis as a function of number of datapoints. 'Additive subrandom' gives the maximum error when c = (√5 − 1)/2. 'Random' gives the average error over six runs of random numbers, where the average is taken to reduce the magnitude of the wild fluctuations
Coverage of the unit square. Left for additive subrandom numbers with c = 0.5545497..., 0.308517... Right for random numbers. From top to bottom. 10, 100, 1000, 10000 points.
First 256 points of the (2,3) Halton sequence
2D Hammersley set of size 256

In mathematics, a low-discrepancy sequence is a sequence with the property that for all values of N, its subsequence x1, ..., xN has a low discrepancy.

Roughly speaking, the discrepancy of a sequence is low if the proportion of points in the sequence falling into an arbitrary set B is close to proportional to the measure of B, as would happen on average (but not for particular samples) in the case of an equidistributed sequence. Specific definitions of discrepancy differ regarding the choice of B (hyperspheres, hypercubes, etc.) and how the discrepancy for every B is computed (usually normalized) and combined (usually by taking the worst value).

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更新时间:2025/6/23 19:17:54