  In order to optimize the ordering of the lattice sites in the momentum space
and quantum chemistry versions of the density matrix renormalization group
(DMRG) method we have studied the separability and entanglement of the target
state for the 1-D Hubbard model and various molecules. By analyzing the
behavior of von Neumann and Neumann-Renyi entropies we have found criteria that
help to fasten convergence. A new initialization procedure has been developed
which maximizes the Kullback-Leibler entropy and extends the active space (AS)
in a dynamical fashion. The dynamically extended active space (DEAS) procedure
reduces significantly the effective system size during the first half sweep and
accelerates the speed of convergence of momentum space DMRG and quantum
chemistry DMRG to a great extent. The effect of lattice site ordering on the
number of block states to be kept during the RG procedure is also investigated.
