Computational techniques, based on the minimization of the crystal ene
rgy with respect to atomic coordinates, are shown to predict correctly
the complexity of the V2O5 crystal structure. Two main types of poten
tial are derived, both fitted to the experimentally determined structu
re. One is based on integral ionic charges, the other uses partial cha
rges. In all cases the deviations of the observed structures from the
ideal model based on regular VO6 octahedra is correctly reproduced by
the energy-minimization techniques. We also qualitatively reproduce so
me of the important macroscogic properties of this material.