Optimization algorithm for rapid 3D gravity inversion

被引:6
|
作者
Jing Lei [1 ,2 ,3 ]
Yao Chang-Li [1 ]
Yang Ye-Bin [3 ]
Xu Meng-Long [2 ,3 ]
Zhang Guang-Zhi [2 ,3 ]
Ji Ruo-Yeo [2 ,3 ]
机构
[1] China Univ Geosci Beijing, Sch Geophys & Informat Technol, Beijing 100083, Peoples R China
[2] Natl Ctr Geol Explorat Technol, Langfang 065000, Peoples R China
[3] Chinese Acad Geol Sci, Inst Geophys & Geochem Explorat, Langfang 065000, Peoples R China
关键词
Gravity; 3D inversion; optimization algorithm; high efficiency; massive data; 3-D INVERSION; COMPRESSION;
D O I
10.1007/s11770-019-0781-2
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
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.
引用
收藏
页码:507 / 518
页数:12
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