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实体 Sobol’ indices as dimension reduction technique in evolutionary-based reliability assessment

Sobol’ indices as dimension reduction technique in evolutionary-based reliability assessment

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  1. RESEARCH · CL_02861 ·

    新方法解析提取PCE模型的条件Sobol指数

    本文介绍了一种提取条件Sobol指数的新方法,这对于理解特定条件下的系统敏感性至关重要。该方法利用多项式混沌展开(PCE)基函数的固有属性来解析推导这些指数。该技术避免了计算密集型的逐点建模或额外采样,将敏感性分析转化为代数后处理步骤。