Presentation 2010-03-04
New Implementation and Evaluation of Knuth-Yao Algorithm and the Interval Algorithm
Shogo TAKAHASHI, Hirosuke YAMAMOTO,
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Abstract(in English) In this paper, new implementation algorithms are proposed for Knuth-Yao algorithm and the Interval algorithm, which can generate a sequence with an arbitrarily given discrete probability P_ from a binary random sequences {X_i}. The proposed algorithms don't require high precision in operation and can achieve P_ without error. For the Interval algorithm, we derive the exact theoretical value of the average bit length E[L] of X_i necessary to generate one symbol of Y for |y|=2 and 3, where |y| is the cardinality of alphabet of Y. Furthermore, a new tight upper bound of E[L] is derived for |y|≧4.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Knuth-Yao algorithm / interval algorithm / random number generation
Paper # IT2009-89,ISEC2009-97,WBS2009-68
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Committee ISEC
Conference Date 2010/2/25(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) New Implementation and Evaluation of Knuth-Yao Algorithm and the Interval Algorithm
Sub Title (in English)
Keyword(1) Knuth-Yao algorithm
Keyword(2) interval algorithm
Keyword(3) random number generation
1st Author's Name Shogo TAKAHASHI
1st Author's Affiliation Graduate School of Frontier Sciences, The University of Tokyko()
2nd Author's Name Hirosuke YAMAMOTO
2nd Author's Affiliation Graduate School of Frontier Sciences, The University of Tokyko
Date 2010-03-04
Paper # IT2009-89,ISEC2009-97,WBS2009-68
Volume (vol) vol.109
Number (no) 445
Page pp.pp.-
#Pages 6
Date of Issue