As the limitations of the plane-wave basis set are creating practical probl
ems it is important to find alternatives without these limitations. In this
paper basis sets constructed from numerical atomic-type orbitals are inves
tigated for silicon, carbon, and aluminum. Modest basis sets are found to g
ive accuracies comparable to those found from typical plane-wave simulation
s for a wide range of coordinations and mechanical properties.