Jm. Millam et Ge. Scuseria, LINEAR SCALING CONJUGATE-GRADIENT DENSITY-MATRIX SEARCH AS AN ALTERNATIVE TO DIAGONALIZATION FOR FIRST PRINCIPLES ELECTRONIC-STRUCTURE CALCULATIONS, The Journal of chemical physics, 106(13), 1997, pp. 5569-5577
Advances in the computation of the Coulomb, exchange, and correlation
contributions to Gaussian-based Hartree-Fock and density functional th
eory Hamiltonians have demonstrated near-linear scaling with molecular
size for these steps. These advances leave the O(N-3) diagonalization
bottleneck as the rate determining step for very large systems. In th
is work, a conjugate gradient density matrix search (CG-DMS) method ha
s been successfully extended and computationally implemented for use w
ith first principles calculations. A Cholesky decomposition of the ove
rlap matrix and its inverse is used to transform to and back from an o
rthonormal basis, which can be formed in near-linear time for sparse s
ystems. Linear scaling of CPU time for the density matrix search and c
rossover of CPU time with diagonalization is demonstrated for polyglyc
ine chains containing up to 493 atoms and water clusters up to 900 ato
ms. (C) 1997 American Institute of Physics.