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# Preconditioning

The idea is to find a matrix which multiplied with the residual vector gives the exact error in the wavefunction. Formally this matrix (the Greens function) can be written down and is given by

where is the exact eigenvalue for the band in interest.
Actually the evaluation of this matrix is not possible, recognizing that the
kinetic energy dominates the Hamiltonian for large -vectors
(i.e. ), it
is a good idea to approximate the matrix by a diagonal
function which converges to for large vectors, and possess
a constant value for small vectors.
We actually use the preconditioning function proposed by Teter et. al^{[1]}

with being the kinetic energy of the residual vector. The preconditioned residual vector is then simply