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MT Occam并行反演方案及性能分析

Parallel MT Occam Inversion Scheme and Its Performance Analysis

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【作者】 刘羽

【Author】 LIU Yu (Department of Electronic and Computer Science,Guilin University of Technology,Guilin 541004,China)

【机构】 桂林工学院电子与计算机系 桂林541004

【摘要】 针对MT Occam反演速度慢的问题,分析了实现其并行计算的可行性和途径,提出了基于频点和拉格朗日乘子(μ-1)扫描点划分的大粒度并行反演方案和具体实现步骤。对方案的加速性能进行了理论分析,得出了理论加速比曲线,明确了方案的适用性。采用基于消息传递的PVM并行平台,以主-从编程模式,实现了偏导数矩阵和μ值求取的并行计算。算例表明,综合并行效率较高,反演速度提高显著。

【Abstract】 This paper analyzed the feasibility and ways for parallel implementation of the MT(magneto telluric) Occam inversion in order to increase the inversion speed.A coarse-grained parallel inversion scheme based on frequency point and Lagrange multiplier(μ-1) scanning point division was proposed and a concrete parallel procedure was put forward.Theoretical performance of the scheme was analyzed and the speed-up curve obtained,and the applicability of the scheme was clarified.Parallel computations for the partial derivative matrix and the μ seeking were realized by using the master-slave programming model under the message-passing PVM parallel platform.The experiment result indicated that the all-around parallel efficiency was ideal and the inversion speed increased obviously.

【关键词】 MTOccam反演并行计算机群
【Key words】 MT Occam inversionparallel computationCOW
【基金】 广西自然科学基金(桂科基0339070);广西教育厅科研项目(桂教科研2003-22)
  • 【文献出处】 武汉理工大学学报 ,Journal of Wuhan University of Technology , 编辑部邮箱 ,2007年12期
  • 【分类号】TP301
  • 【被引频次】7
  • 【下载频次】147
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