BACK ANALYSIS IN UNDERGROUND ENGINEERING BASED ON PARALLEL COMPUTING AND OPTIMIZATION ALGORITHM AND ITS VERIFICATION
NI Shaohu1,2,XIAO Ming3,HE Shihai1,WANG Xiaogang2,LU Kang1
(1. HydroChina Huadong Engineering Corporation,Hangzhou,Zhejiang 310014,China;2. China Institute of Water Resources and Hydropower Research,Beijing 100038,China;3. State Key Laboratory of Water Resources and Hydropower Engineering Science,Wuhan University,Wuhan,Hubei 430072,China)
Abstract:The conventional particle swarm optimization is improved by composing a nonlinear inertia weight function and importing in an acceleration factor,which can enhance the convergence and efficiency of computation. At the same time,the improved particle swarm optimization is improved again by message passing interface(MPI)-based master-slave parallel framework. The back analysis process of large-scale underground engineering which based on the ordinary computer fleet system distributed-storage parallel mode is compiled with Fortran language. According to distributed-memory parallel mode,the parallel computation can be conducted and completed using computer cluster networks;thus considerably reduce the cost and enhance the efficiency of computation. The results indicate that the improved particle swarm optimization is efficient. Moreover,the influences of excavation damage of surrounding rock mass,reliability of measured data,parallel granularity and load balance on computational efficiency and accuracy of back analysis in underground engineering are briefly discussed. The proposed improved method and the rational recommendations provide the back analysis of parameters and dynamic optimal design of underground engineering with a new idea.
倪绍虎1,2,肖 明3,何世海1,汪小刚2,吕 慷1. 地下工程并行优化反演分析及算例验证[J]. 岩石力学与工程学报, 2013, 32(3): 501-511.
NI Shaohu1,2,XIAO Ming3,HE Shihai1,WANG Xiaogang2,LU Kang1. BACK ANALYSIS IN UNDERGROUND ENGINEERING BASED ON PARALLEL COMPUTING AND OPTIMIZATION ALGORITHM AND ITS VERIFICATION. , 2013, 32(3): 501-511.
杨志法,王思敬,冯紫良,等. 岩土工程反分析原理及应用[M]. 北京:地震出版社,2002:1-6.(YANG Zhifa,WANG Sijing,FENG Ziliang,et al. Theory and application of back analysis in geotechnical engineering[M]. Beijing:Earthquake Press,2002:1-6.(in Chinese))
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