Information-geometric approach to the renormalization group

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Authors

  • Cédric Bény
  • Tobias J. Osborne
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Details

Original languageEnglish
Article number022330
JournalPhysical Review A - Atomic, Molecular, and Optical Physics
Volume92
Issue number2
Publication statusPublished - 13 Aug 2015

Abstract

We propose a general formulation of the renormalization group (RG) as a family of quantum channels which connect the microscopic physical world to the observable world at some scale. By endowing the set of quantum states with an operationally motivated information geometry, we induce the space of Hamiltonians with a corresponding metric geometry. The resulting structure allows one to quantify information loss along RG flows in terms of the distinguishability of thermal states. In particular, we introduce a family of functions, expressible in terms of two-point correlation functions, which are nonincreasing along the flow. Among those, we study the speed of the flow and its generalization to infinite lattices.

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Cite this

Information-geometric approach to the renormalization group. / Bény, Cédric; Osborne, Tobias J.
In: Physical Review A - Atomic, Molecular, and Optical Physics, Vol. 92, No. 2, 022330, 13.08.2015.

Research output: Contribution to journalArticleResearchpeer review

Bény C, Osborne TJ. Information-geometric approach to the renormalization group. Physical Review A - Atomic, Molecular, and Optical Physics. 2015 Aug 13;92(2):022330. doi: 10.1103/PhysRevA.92.022330
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