On the Ordering of Sites in the Density Matrix Renormalization Group using Quantum Mutual Information

Abstract

The density matrix renormalization group (DMRG) of White 1992 remains to this day an integral component of many state-of-the-art methods for efficiently simulating strongly correlated quantum systems. In quantum chemistry, QC-DMRG became a powerful tool for ab initio calculations with the non-relativistic Schrödinger equation. An important issue in QC-DMRG is the so-called ordering problem -- the optimal ordering of DMRG sites corresponding to electronic orbitals that produces the most accurate results. To this end, a commonly used heuristic is the grouping of strongly correlated orbitals as measured via quantum mutual information. In this work, we show how such heuristics can be directly related to minimizing the entanglement entropy of matrix product states and, consequently, to the truncation error of a fixed bond dimension approximation. Key to establishing this link is the strong subadditivity of entropy. This provides rigorous theoretical justification for the orbital ordering methods and suggests alternate ordering criteria.

References in corpus (5)

• Matrix product states represent ground states faithfully
• Entropy scaling and simulability by Matrix Product States
• The density matrix renormalization group for ab initio quantum chemistry
• Simulating Strongly Correlated Quantum Systems with Tree Tensor Networks
• Inversion symmetry of singular values and a new orbital ordering method in tensor train approximations for quantum chemistry