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二维双相介质多参数反演的同伦法
引用本文:韩华,章梓茂,魏培君.二维双相介质多参数反演的同伦法[J].岩石力学与工程学报,2004,23(18):3144-3151.
作者姓名:韩华  章梓茂  魏培君
作者单位:1. 北京市勘察设计研究院,北京,100038
2. 北京交通大学土建学院,北京,100044
3. 北京大学力学系,北京,100871
基金项目:教育部博士点基金(20010004011)资助课题。
摘    要:从材料响应的理论合成应与实际测量数据相拟合这一出发点,双相介质波动方程参数的反演,可以转化为非线性算子方程的零点求解问题,然后用同伦方法求出非线性算子等于零的根作为反问题的解。本文将同伦方法应用于具有边界元数值解的二维双相介质波动方程的多参数反演,并将反演结果同非线性全局优化方法进化策略法进行了比较,数值计算结果表明了同伦方法的可行性和有效性。

关 键 词:数值分析  双相介质  反演  同伦法  非线性算子
文章编号:1000-6915(2004)18-3144-08
收稿时间:2002-11-18
修稿时间:2002-12-30

HOMOTOPY METHOD IN MULTI-PARAMETER INVERSION OF 2D POROUS MEDIA
Han Hua,Zhang Zimao,Wei Peijun.HOMOTOPY METHOD IN MULTI-PARAMETER INVERSION OF 2D POROUS MEDIA[J].Chinese Journal of Rock Mechanics and Engineering,2004,23(18):3144-3151.
Authors:Han Hua  Zhang Zimao  Wei Peijun
Affiliation:Han Hua1,Zhang Zimao2,Wei Peijun3
Abstract:According to the principle that the computed response and measured response should be fitted, the parameter inversion problem is reduced to a problem of solving nonlinear equations of point zero in this paper. Then the homotopy method is used to solve nonlinear equation and get solution of the point zero which is the parameter,porosity,to be inversed. The essence of traditional optimal methods,such as gradient method,perturbation method or time-convolution regularization iterative method,is based on Newton iterative method with local convergence. The homotopy method is a newly developed powerful device for solving nonlinear problems. It is introduced to improve the convergent state of Newton iterative method. The basic idea of the homotopy method is to construct a homotopy map with the homotopy parameter,then to track the homotopy path with the homotopy parameter as the variable numerically,and at last,yield the solution. The homotopy method is widely convergent by avoiding the local convergence of Newton iterative method. In this paper,the homotopy method is used to find the solution of inversion problem. For the 2D wave equation in porous media with boundary element solutions,the inversion results obtained by homotopy method are compared with those by the nonlinear optimum method and evolution strategy algorithm. The numerical results show that the parameter inversion by using homotopy method is feasible and effective.
Keywords:numerical analysis  biphasic media  parameter inversion  homotopy method  boundary element  evolution strategy algorithm
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