Structural reliability analysis using a hybrid HDMR-ANN method

• 作 者: Bhaw Nath Jha 李洪双
• 机 构: KeyLaboratoryofFundamentalScienceforNationalDefense-AdvancedDesignTechnologyofFlightVehicles
• 出 处: 中南大学学报：英文版
• 发表日期: 2017年11期
• 关键词: high DIMENSIONAL model REPRESENTATION structural reliability artificial NEURAL n
• 基金项目: Project(U1533109) supported by the National Natural Science Foundation, China, Project supported by the Priority Academic ProgramDevelopment of Jiangsu Higher Education Institutions, China

A new hybrid method is proposed to estimate the failure probability of a structure subject to random parameters. The high dimensional model representation (HDMR) combined with artificial neural network (ANN) is used to approximate implicit limit state fun