Seismic Waveform Inversion by Stochastic Optimization
Figure 13
Inversion result for the SA approach with full averaging () for various batch sizes and noise levels. The rows represent different batch sizes , while the columns represent different noise levels: no noise, SNR = 20 dB, and SNR = 10 dB. Averaging over the full past dramatically deteriorates the reconstruction.