小样本情况下仿真模型的验证方法  

Verification Methods of Simulation Models in Small Sample Situations

作　　者：唐雪梅[1] 王仁春[1] 

机构地区：[1]国防科技大学航天学院,长沙410073

出　　处：《系统仿真学报》2002年第10期1263-1265,1287,共4页Journal of System Simulation

摘　　要：根据系统的真实输出与仿真的输出结果,研究了仿真模型的验证方法。本文主要介绍小样本情况下静态数据的验证方法,动态数据的验证方法见文献[1]。当仿真试验结果为静态数据,它与真实系统的试验结果是否相匹配的验证, 从数理统计的角度来讲,其实质是检验这两种试验数据是否属于同一概率分布, 本文主要研究了小样本情况下指数分布和均匀分布仿真模型的验证方法。Verification methods of simulation models are introduced by using actual output and simulation output. Verification methods of static data in small-sample circumstances are presented in this paper, while those methods of dynamic data can be found in literature [1]. From a statistical point of view, the essence of the verification of whether simulation data match actual output is to examine whether these two kinds of data share a same distribution. Verification methods of simulation models of Exponential Distribution and Uniform Distribution in small-sample circumstances are presented in this paper with regard to static data.

关 键 词：小样本 仿真模型 验证方法 系统仿真 指数分布 均匀分布 

分 类 号：TP391.9[自动化与计算机技术—计算机应用技术]