期刊文献+

高效率多维离散分布随机数生成算法 被引量:3

Algorithm for Generating Random Numbers with Multi-dimensional Discrete Distribution
下载PDF
导出
摘要 多维离散随机数在进行计算机仿真中具有重要作用,一般计算机高级语言通常只能给出一维离散随机数,无法满足计算机仿真和实验的需要,如何生成多维离散随机数的研究未见报道,因此提出如何通过均匀分布随机数获得服从任意多维离散概率分布随机数生成的理论和方法,较好的解决了这一问题. The multi-dimensional discrete random number plays an important role in computer simulations.However,the existing high-level computer languages usually give only one-dimensional discrete random number which can not meet the needs of computer simulation and experiment.Most existing studies focus on continuous distribution and the one-dimensional discrete distribution,so we present the theory and ways of algorithm for generating random numbers subjected to an arbitrary multi-dimensional discrete probability distribution by applying random numbers with uniform distribution to solve this problem better.
出处 《甘肃科学学报》 2010年第2期114-116,共3页 Journal of Gansu Sciences
基金 国家自然科学基金项目"流动性调整期望损失La-ES和最优变现策略"(70671025)
关键词 多维离散分布 随机数生成 算法设计 multi-dimensional discrete distribution random number generation algorithm design
  • 相关文献

参考文献9

  • 1Devroye L. Non-uniform Random Vafiate Generation[M]. New York: Springer, 1986. 被引量:1
  • 2Robert C P, Casella G. Monte Carlo Statistical Methods[M]. New York: Springer, 2004. 被引量:1
  • 3Rajasekaran 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. 被引量:1
  • 4Wu P, Huang K,Ouyang S. Bit-paraUel Random Number Generation for Discrete Uniform Distributions[J]. Computer Physics Communications, 2002,144 : 252-260. 被引量:1
  • 5Orlov M. Optimized Random Number Generation in an Interval [J]. Information Processing Letters, 2009,109 (13) : 722-725. 被引量:1
  • 6Geest P A. An Algorithm to Generate Samples of Multi-varlate Distributions with Correlated Marginals [J]. Computational Statistics & Data Analysis, 1998,27 :271-289. 被引量:1
  • 7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
  • 8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
  • 9Hu 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. 被引量:1

二级参考文献14

共引文献18

同被引文献7

引证文献3

二级引证文献5

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部