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Optimization algorithm for rapid 3D gravity inversion
- Source :
- Applied Geophysics. 16:507-518
- Publication Year :
- 2019
- Publisher :
- Springer Science and Business Media LLC, 2019.
-
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.
- 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
Subjects
Details
- ISSN :
- 19930658 and 16727975
- Volume :
- 16
- Database :
- OpenAIRE
- Journal :
- Applied Geophysics
- Accession number :
- edsair.doi...........08bf44df02fb1387aea275c7f8ed79b9