An Application of Inversion Technique to 1-Dimensional Gravity Data in Bayesian Framework using Monte Carlo, Metropolis, and Simulated Annealing Algorithm

Adam Sukma Putra, W. Srigutomo, Y. Tiandho, Herlin Tarigan, Y. Yanti
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Abstract

The purpose of this paper is to present a simulation to the inversion methods applied to geophysical exploration. Anapplication of Monte-Carlo, Metropolis, and Simulated Annealing techniques to 1-Dimensional gravity inversion inBayesian framework has been studied. Differences between these methods are observed in both single parameterinversion and simultaneous multi parameter inversion. After selecting the best inversion strategy from the three methods,a further investigation was investigated. Multi parameter inversion for two anomalies is simultaneously carried out andresults are observed. The synthetical data of GRAV2DC free source were used instead of observed data.
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基于蒙特卡罗、Metropolis和模拟退火算法的贝叶斯框架下一维重力数据反演技术的应用
本文的目的是对应用于地球物理勘探的反演方法进行模拟。研究了蒙特卡罗、Metropolis和模拟退火技术在贝叶斯框架下一维重力反演中的应用。在单参数反演和多参数同步反演中,观察了这些方法之间的差异。在三种方法中选出最佳反演策略后,进行了进一步的研究。同时对两个异常进行了多参数反演,并对反演结果进行了观测。采用GRAV2DC自由源的综合数据代替观测数据。
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