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2.5维直流电法正演中Fourier逆变换离散波数的最优化选取

Optimized selection of discrete wavenumbers for inverse Fourier transform in 2.5D DC resistivity modeling

中文摘要英文摘要

从优化模型和计算方法两方面改进了计算点源2.5维直流电法正演中Fourier逆变换离散波数的最优化方法。首先利用均匀半空间点源电位的精确解,基于最小二乘法给出了计算离散波数的改进非线性最优化问题,然后利用差分进化(DE)算法求解。DE算法无须设定波数初值,也避开了繁琐的偏导数矩阵的计算,且可同时确定离散波数及其相应的权系数。最后研究了参与计算的电极距个数对模拟精度的影响。对具有解析解的典型地电模型,通过和已有文献计算结果进行详细比较,验证方法的可行性。研究结果表明:增加参与计算的电极距个数可有效提高视电阻率曲线近源处的计算精度,并能保证较大电性差异情形下的计算精度;相比现有离散波数,本文方法得到的波数具有更高的精度和更大的适用范围。

his article improves the optimization method in terms of both the optimization model and computational method for computing the discrete wavenumbers of inverse Fourier transform, which arise in the 2.5-dimensional direct current resistivity modeling with a point current source. The article is arranged as follows. Firstly, with an analytical solution of electric potential produced by a point source in semi-infinite homogeneous medium, an improved nonlinear optimization problem for computing these wavenumbers based on the method of least squares is presented, followed by its resolution using the differential evolution (DE) algorithm. This DE algorithm does not require imposing initial values on the wavenumbers, which avoids the cumbersome computation when evaluating the matrices from partial derivatives. Additionally, the method enables us to easily determine the discrete wavenumbers and the corresponding weighting coefficients simultaneously. Finally, the computational accuracy against the impact of the number of electrode spacings included in the simulation is discussed. For a number of typical geoelectric models with analytical solutions, the method is justified through comparing the computed results to those in the literature. It is shown that increasing the number of electrode spacings not only dramatically reduces the error of the apparent resistivity near the point source, but also ensures the computational accuracy for models with a large conductivity contrast. It is also noted that the discrete wavenumbers obtained from the proposed method have a higher accuracy and wider range of applications compared with existing ones.

潘克家、汤井田

地球物理学电工基础理论数学

勘探地球物理直流电法有限单元法Fourier逆变换离散波数差分进化算法

exploration geophysicsdirect current modelingfinite element methodinverse Fourier transformdiscrete wavenumbersdifferential evolution algorithm

潘克家,汤井田.2.5维直流电法正演中Fourier逆变换离散波数的最优化选取[EB/OL].(2013-01-02)[2025-08-06].http://www.paper.edu.cn/releasepaper/content/201301-25.点此复制

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