大地电磁测深反演问题的稳定解算法

V. Plotkin
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引用次数: 0

摘要

在求解大地电磁测深反演问题时,会出现等效解,且存在明显差异。但在给定介质模型和边界条件下,直接问题的解是唯一的,介质对电磁场源的响应是唯一的。在力求输入数据和模型数据零不一致的情况下,考虑了一种能精确求解测试问题的算法。采用了几种起始介质模型和两种优化方法:计算灵敏度矩阵的非线性最小二乘法和目标函数具有多个局部极小值时基于元启发式算法的优化方法。通过数值计算,得到了三维介质模型逆MTS问题的稳定解。
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Algorithm for stable solution of inverse problem of magnetotelluric sounding
When solving inverse problems of magnetotelluric sounding (MTS), equivalent solutions appear, noticeably different from each other. But the solution of a direct problem under a given medium model and boundary conditions is the only one, the response of the medium to the source of the electromagnetic field is unique. An algorithm is considered that leads to an accurate solution of the test problem when striving for zero inconsistencies in input and model data. Several starting medium models and two optimization methods are used: a nonlinear least squares method with calculations of the sensitivity matrix and a method based on metaheuristic algorithms used when target functions have several local minima. Using numerical calculations, a stable solution of the inverse MTS problem for the 3D-medium model was obtained.
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