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Transfer-matrix renormalization group method for general Markov random fields

Article ID Journal Published Year Pages File Type
10481593 Physica A: Statistical Mechanics and its Applications 2011 10 Pages PDF
Abstract
► Explore the SVD structure of the fundamental transfer matrix of general MRFs. ► Propose a new robust and accurate DMRG/TMRG scheme. ► The scheme keeps relevant SVD components of the fundamental transfer matrix.
Keywords
Partition functionMarkov random fieldDensity-matrix renormalization group
Related Topics
Physical Sciences and Engineering Mathematics Mathematical Physics
Preview
Transfer-matrix renormalization group method for general Markov random fields
Authors
Yu-Kun Huang, Sung-Nien Yu,
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Journal
Physica A: Statistical Mechanics and its Applications
Journal: Physica A: Statistical Mechanics and its Applications
Related Categories
Partition function
Markov random field
Density-matrix renormalization group
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Mathematical Physics
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