Study of full waveform inversion based on L-BFGS algorithm

DENG Wubing, HAN Liguo, ZHANG Bo, HUANG Fei and HAN Miao

世界地质(英文版) ›› 2012, Vol. 15 ›› Issue (2) : 161-165.

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世界地质(英文版) ›› 2012, Vol. 15 ›› Issue (2) : 161-165.
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Study of full waveform inversion based on L-BFGS algorithm

  • DENG Wubing, HAN Liguo, ZHANG Bo, HUANG Fei and HAN Miao
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Abstract

Full waveform inversion is mainly used to obtain high resolution velocity models of subsurface. The size of full waveform inversion will lead to a gigantic computation cost. Under the available computer resource and the limitation of full waveform inversion,the authors propose L-BFGS algorithm as the optimization method to solve this problem. In order to demonstrate the flexibility of the method,three different numerical experiments have been done to analyze the properties of full waveform inversion based on L-BFGS.

Key words

L-BFGS / numerical optimization / acoustic wave equation / initial model / full waveform inversion

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DENG Wubing, HAN Liguo, ZHANG Bo, HUANG Fei and HAN Miao. [J]. 世界地质(英文版). 2012, 15(2): 161-165
DENG Wubing, HAN Liguo, ZHANG Bo, HUANG Fei and HAN Miao. Study of full waveform inversion based on L-BFGS algorithm[J]. Global Geology. 2012, 15(2): 161-165

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