Stochastic response surface method for reliability analysis of rock slopes involving correlated non-normal variables

作者: Dianqing Li , Yifeng Chen , Wenbo Lu , Chuangbing Zhou

DOI: 10.1016/J.COMPGEO.2010.10.006

关键词: Random variablePolynomial chaosStability (probability)Reliability (statistics)Collocation (remote sensing)Hermite polynomialsApplied mathematicsMathematical optimizationMathematicsTransformation (function)Matrix (mathematics)

摘要: This paper proposes a stochastic response surface method for reliability analysis involving correlated non-normal random variables, in which the Nataf transformation is adopted to effectively transform the correlated non-normal variables into independent standard normal variables. Transformations of random variables that are often used in reliability analyses in terms of standard normal variables are summarized. The closed-form expressions for fourth to sixth order Hermite polynomial chaos expansions involving any number of random …

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