高斯分布
高斯随机场
样品(材料)
概率密度函数
航程(航空)
高斯过程
高斯函数
数学
领域(数学)
计算机科学
统计物理学
应用数学
数学优化
统计
物理
量子力学
材料科学
纯数学
复合材料
热力学
作者
Fumio Yamazaki,Masanobu Shinozuka
出处
期刊:Journal of Engineering Mechanics-asce
[American Society of Civil Engineers]
日期:1988-07-01
卷期号:114 (7): 1183-1197
被引量:304
标识
DOI:10.1061/(asce)0733-9399(1988)114:7(1183)
摘要
A method by which sample fields of a multidimensional non‐Gaussian homogeneous stochastic field can be generated is developed. The method first generates Gaussian sample fields and then maps them into non‐Gaussian sample fields with the aid of an iterative procedure. Numerical examples indicate that the procedure is very efficient and generated sample fields satisfy the target spectral density and probability distribution function accurately. The proposed method has a wide range of applicability to engineering problems involving stochastic fields where the Gaussian assumption is not appropriate.
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