Seismic waves can be described approximately by an acoustic wave equat
ion. An inversion procedure for obtaining velocities using well logs a
nd plane-wave reflection seismograms is described. The forward problem
is based on the 2-D acoustic wave equation. The inversion is performe
d by minimizing the difference between the calculated data and the obs
erved data using the least-squares regularization method. The numerica
l example shows that the stability and the robustness of the algorithm
to noisy data is improved by introducing well logs into the inversion
process.