著者
Matsumoto Makoto Nishimura Takuji
出版者
ACM
雑誌
ACM Transactions on Modeling and Computer Simulation (ISSN:10493301)
巻号頁・発行日
vol.8, no.1, pp.3-30, 1998-01
被引用数
131 or 0

A new algorithm called Mersenne Twister (MT) is proposed for generating uniform pseudorandom numbers. For a particular choice of parameters, the algorithm provides a super astronomical period of 219937 - 1 and 623-dimensional equidistribution up to 32-bit accuracy, while using a working area of only 624 words. This is a new variant of the previously proposed generators, TGFSR, modified so as to admit a Mersenne-prime period. The characteristic polynomial has many terms. The distribution up to v bits accuracy for 1 ≤ v ≤ 32 is also shown to be good. An algorithm is also given that checks the primitivity of the characteristic polynomial of MT with computational complexity O(p2) where p is the degree of the polynomial. We implemented this generator in portable C-code. It passed several stringent statistical tests, including diehard. Its speed is comparable to other modern generators. Its merits are due to the efficient algorithms that are unique to polynomial calculations over the two-element field.

言及状況

外部データベース (DOI)

CiteULike (31 posts)

[array][fields][finite][generation][gfsr][gwim_cma][incomplete][inversive-decimation][k-distribution][m-sequences][matrix][mersenne][method][mt19937][multiple-recursive][number][polynomials][primes][primitive][random][tempering][tgfsr][twister]
[random_number_generators]
[finite-fields][gfsr][incomplete-array][inversive-decimation-method][mersenne-primes][mersenne-twister][mt19937][multiple-recursive-matrix-method][primitive-polynomials][random-number-generation][tempering][textlessitalictextgreaterktextless-italictextgreater-distribution][textlessitalictextgreatermtextless-italictextgreater-sequences][tgfsr]
[computational-science][mathematics][mersenne-twister][pseudo-random][statistics]
[generating_random_graphs]
[community_detection]
[finite-fields][gfsr][incomplete-array][inversive-d]
[mersenne][random_number_generator][twister]
[packing_paper][random_number]
[computational-complexity][mersenne-prime][mersenne-twister][polynomial-calculations][polynomials][random-number-generation][statistical-tests]
[mersenne-twister][prng]
[algorithm][classic][statistics]
[mersenne][prng][twister]

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CiNii の BibTeX 書き出し機能をそのまま使ってはいかんよ.例えば MT19937 (http://t.co/LGBkDHIM) の BibTeX を見ると author が重複してる.コピペしたら必ずチェックして修正しよう.

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