Efficient perturbation theory to improve the density matrix renormalization group

Article

关键词: HALDANE-GAP ANTIFERROMAGNETS;    NARROW ENERGY-BANDS;    ELECTRON CORRELATIONS;    TRANSITION-METALS;    HEISENBERG CHAIN;    PRODUCT STATES;    SPIN CHAINS;    SYSTEMS;    ENTROPY;    MODEL;   

DOI  :  10.1103/PhysRevB.95.064110

来源: SCIE

【 摘 要 】

The density matrix renormalization group (DMRG) is one of the most powerful numerical methods available for many-body systems. It has been applied to solve many physical problems, including the calculation of ground states and dynamical properties. In this work, we develop a perturbation theory of the DMRG (PT-DMRG) to greatly increase its accuracy in an extremely simple and efficient way. Using the canonical matrix product state (MPS) representation for the ground state of the considered system, a set of orthogonal basis functions {|psi(i)>} is introduced to describe the perturbations to the ground state obtained by the conventional DMRG. The Schmidt numbers of the MPS that are beyond the bond dimension cutoff are used to define these perturbation terms. The perturbed Hamiltonian is then defined as H-ij = ; its ground state permits us to calculate physical observables with a considerably improved accuracy compared to the original DMRG results. We benchmark the second-order perturbation theory with the help of a one-dimensional Ising chain in a transverse field and the Heisenberg chain, where the precision of the DMRG is shown to be improved O(10) times. Furthermore, for moderate L the errors of the DMRG and PT-DMRG both scale linearly with L-1 (with L being the length of the chain). The linear relation between the dimension cutoff of the DMRG and that of the PT-DMRG at the same precision shows a considerable improvement in efficiency, especially for large dimension cutoffs. In the thermodynamic limit we show that the errors of the PT-DMRG scale with root L-1. Our work suggests an effective way to define the tangent space of the ground-stateMPS, whichmay shed light on the properties beyond the ground state. This second-order PT-DMRG can be readily generalized to higher orders, as well as applied to models in higher dimensions.

【 授权许可】

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