1. Optimization algorithm for rapid 3D gravity inversion
- Author
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Lei Jing, Ya-Bin Yang, Chang-Li Yao, Guang-Zhi Zhang, Meng-Long Xu, and Ruo-Ye Ji
- Subjects
010504 meteorology & atmospheric sciences ,Computer simulation ,Optimization algorithm ,Computer science ,Computation ,Inversion (meteorology) ,010502 geochemistry & geophysics ,01 natural sciences ,Gravity inversion ,Geophysics ,Conjugate gradient method ,Wavenumber ,Forward algorithm ,Algorithm ,0105 earth and related environmental sciences - Abstract
The practical application of 3D inversion of gravity data requires a lot of computation time and storage space. To solve this problem, we present an integrated optimization algorithm with the following components: (1) targeting high accuracy in the space domain and fast computation in the wavenumber domain, we design a fast 3D forward algorithm with high precision; and (2) taking advantage of the symmetry of the inversion matrix, the main calculation in gravity conjugate gradient inversion is decomposed into two forward calculations, thus optimizing the computational efficiency of 3D gravity inversion. We verify the calculation accuracy and efficiency of the optimization algorithm by testing various grid-number models through numerical simulation experiments.
- Published
- 2019