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不确定性结构区间分析的改进Monte Carlo方法
引用本文:梁震涛,陈建军,王小兵. 不确定性结构区间分析的改进Monte Carlo方法[J]. 系统仿真学报, 2007, 19(6): 1220-1223
作者姓名:梁震涛  陈建军  王小兵
作者单位:西安电子科技大学机电工程学院,西安,710071
基金项目:国防科技预研项目;陕西省自然科学基金
摘    要:
将结构系统中的不确定性参数用区间数来表示,建立了系统的区间有限元控制方程。利用Monte Carlo数值仿真方法对区间有限元控制方程进行求解,得到了结构的位移和应力响应区间。并针对—殷Monte Carlo方法在区间仿真中存在的缺陷,对其进行了改进,使其计算效率大为提高.数值仿真算例表明:经改进的Monte Carlo方法仿真求解计算量大为减少,且能给出较高精度的响应区间,并克服了区间运算中的扩张问题。

关 键 词:不确定性  区间分析  Monte Carlo方法  数值仿真方法  区间有限元方法
文章编号:1004-731X(2007)06-1220-04
修稿时间:2006-01-12

Improved Monte Carlo Method for Interval Analysis of Uncertain Structures
LIANG Zhen-tao,CHEN Jian-jun,WANG Xiao-bing. Improved Monte Carlo Method for Interval Analysis of Uncertain Structures[J]. Journal of System Simulation, 2007, 19(6): 1220-1223
Authors:LIANG Zhen-tao  CHEN Jian-jun  WANG Xiao-bing
Abstract:
The uncertain problems in engineering can be solved by using interval, probabilistic or fuzzy theories. Interval analysis is used to model the uncertainty in the static structural analysis. By representing the uncertain parameters as interval numbers, the governed equations of the structural system were obtained by means of the interval finite element method. The interval finite element governed equations were solved by the Monte Carlo numerical simulation method. And the displace responses and stress responses were obtained. An improved Monte Carlo numerical simulation method was proposed for improving the performance of common Monte Carlo method. Numerical examples are presented to illustrate the feasibility and validity of the method. Improved Monte Carlo method for solving the interval equations is easy to implement. High accuracy solutions can be gotten by this method. And the overestimation which is the major drawback of interval analysis is overcome.
Keywords:uncertainty  interval analysis  Monte Carlo method  numerical simulation method  interval finite element method
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