Matrix product state comparison of the numerical renormalization group and the density matrix renormalization group
- 1. Physics Department, Arnold Sommerfeld Center for Theoretical Physics, and Center for NanoScience, Ludwig-Maximilians-Universitaet, Munich (Germany)
Description
Wilson's numerical renormalization group (NRG) method for solving quantum impurity models can be turned into a variational method within the set of so-called matrix product states (MPS) with significantly more flexibility and efficient use of numerical resources. White's density matrix renormalization group (DMRG) for treating quantum lattice problems can likewise be reformulated in terms of MPSs. Thus, the latter constitute a common algebraic structure for both approaches. We exploit this fact to compare the NRG approach for the single-impurity Anderson model to the DMRG approach. We explore to what extent NRG results can be improved upon systematically by performing a variational optimization in a space of variational matrix product states of the same structure as those used by NRG. We also compare the truncation schemes of NRG and DMRG, which are formulated in terms of energy eigenvalues or density matrix eigenvalues, respectively, and establish how many of the latter need to be kept to reproduce NRG eigenspectra using DMRG
Availability note (English)
Also available online: http://www.dpg-tagungen.de/index_en.htmlAdditional details
Identifiers
Publishing Information
- Journal Title
- Verhandlungen der Deutschen Physikalischen Gesellschaft
- Journal Volume
- 43
- Journal Issue
- 1
- Journal Page Range
- [1 p.]
- ISSN
- 0420-0195
- CODEN
- VDPEAZ
Conference
- Title
- Physics Education, History of Physics, Radiation and Medical Physics as well as the Working Groups Equal Opportunities, Industry and Business, Information, Physics and Disarmament, Physics of Socio-economic Systems, Young DPG
- Original Conference Title
- 72. Jahrestagung und DPG (Deutsche Physikalische Gesellschaft e.V.) Fruehjahrstagung der Sektion Kondensierte Materie und den Fachverbaenden: Didaktik der Physik, Geschichte der Physik, Strahlen- und Medizinphysik und den Arbeitskreisen Chancengleichheit, Industrie und Wirtschaft, Information, Physik und Abruestung, Physik Sozio-oekonomischer Systeme, Junge DPG
- Acronym
- 72. annual meeting and DPG (Deutsche Physikalische Gesellschaft e.V.) Spring meeting of the Condensed Matter Section and the Divisions
- Dates
- 25-29 Feb 2008
- Place
- Berlin (Germany)
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 40092839
- Subject category
- S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- CRYSTAL DEFECTS; CRYSTAL MODELS; DENSITY MATRIX; EIGENSTATES; EIGENVALUES; ENERGY LEVELS; OPTIMIZATION; QUANTUM MECHANICS; RENORMALIZATION; VARIATIONAL METHODS
- Descriptors DEC
- CALCULATION METHODS; CRYSTAL STRUCTURE; MATHEMATICAL MODELS; MATRICES; MECHANICS
Optional Information
- Notes
- Session: TT 37.7 Fr 12:00; No further information available