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Analysis of the Applicability of Local Optimization Methods in Problems of Seismic Amplitude Inversion
- Publisher: European Association of Geoscientists & Engineers
- Source: Conference Proceedings, Saint Petersburg 2020, Nov 2020, Volume 2020, p.1 - 6
Abstract
Summary
In this abstract we discuss the features and possibilities of using various local optimization methods in solving of seismic inversion problems. For this purpose, the model based acoustic seismic inversion algorithm had implemented. Conducted research on the modeled and measured seismic data show the influence of the choice of optimization method on the inversion results. The focus in abstract is paid on the conjugate gradient method and various modifications of the Newton methods.
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