EverettYou / DMRG

DMRG based on MPS

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Add-Relax Algorithm

EverettYou opened this issue · comments

The current algorithm of iDMRG followed by fDMRG can not easily converge for larger size system. This is because iDMRG is growing too fast, and the MPS generated by iDMRG on the fly is way deviated from the ground state, making the local optimization of fDMRG hard to converge. So we propose a new algorithm here. This is by first growing the system by 2-sites, using an iDMRG step, then perform fDMRG sweepings under the MPS is relaxed to the ground state, and then add 2 more site from the middle, and relax. So the system grows slowly, 2 sites are added each time and then followed by a relax. Hopefully this will converge better. Try this out.