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一维离散分布的伪随机数研究与实现 被引量:4

Study on Pseudo Random Number of One-Dimensional Discrete Distribution and Its Realization
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摘要 非均匀随机数在计算机模拟、算法分析与设计、统计抽样与决策、概率论与统计都有广泛应用,,但计算机一般只提供均匀概率分布的随机数。介绍了如何在计算机中产生服从一维离散分布的伪随机数的方法:直接抽样法、罐子抽样法和别名抽样法,并给出罐子抽样法的具体实现。 Non-uniform random number in the computer simulation,algorithm analysis and design,statistical sampling and decision making,probability theory and statistics are widely used,but the computer generally provide uniform probability distribution of random numbers.Describes how to obey the one-dimensional computer generated pseudo-random number of discrete distribution methods:direct sampling method,sampling jar method and alias sampling method,and gives a concrete realization of sampling jar.
作者 范勇
出处 《电脑知识与技术》 2010年第9X期7542-7544,共3页 Computer Knowledge and Technology
关键词 一维离散分布 伪随机数 均匀概率分布 one-dimensional discrete distribution Pseudo random number uniformly probability distribution
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参考文献4

  • 1崔海蓉,胡小平.高效率多维离散分布随机数生成算法[J].甘肃科学学报,2010,22(2):114-116. 被引量:3
  • 2Pei-Chi Wu,Kuo-Chan Huang,Shih-Ting Ouyang.Bit-parallel randomnumber generation for discrete uniform distributions[].Computers in Physics.2002
  • 3George Marsaglia,Wai Wan Tsang,Jingbo Wang.Fast Generation of Discrete Random Variables[].Journal of Statistical Software.2004
  • 4Sanguthevar Rajasekaran,Keith W Ross.Fast Algorithms For Generating Discrete Random Variates With Changing Distributions[].Department of Computer&Information Science Technical Reports(CIS).1991

二级参考文献9

  • 1杨振海,程维虎.非均匀随机数产生[J].数理统计与管理,2006,25(6):750-756. 被引量:18
  • 2Devroye L. Non-uniform Random Vafiate Generation[M]. New York: Springer, 1986.
  • 3Robert C P, Casella G. Monte Carlo Statistical Methods[M]. New York: Springer, 2004.
  • 4Rajasekaran S,Ross K W. Fast Algorithms for Generating Discrete Random Variates with Changing Distributions[J]. ACM Transactions on Modeling and Computer Simulation, 1993, 3 (1) : 1-19.
  • 5Wu P, Huang K,Ouyang S. Bit-paraUel Random Number Generation for Discrete Uniform Distributions[J]. Computer Physics Communications, 2002,144 : 252-260.
  • 6Orlov M. Optimized Random Number Generation in an Interval [J]. Information Processing Letters, 2009,109 (13) : 722-725.
  • 7Geest P A. An Algorithm to Generate Samples of Multi-varlate Distributions with Correlated Marginals [J]. Computational Statistics & Data Analysis, 1998,27 :271-289.
  • 8Hu X,He J,Ly H. Generating Multivariate Nonnormal Distribution Random Numbers Based on Copula Function[J]. Journal of Information and Computing Science,2007,2(3) : 191-196.
  • 9滕建辅,梁静毅,滕颖.对数正态分布伪随机数的产生与检验[J].天津商学院学报,2007,27(6):1-5. 被引量:2

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