4.4 Article

Modulus of convexity for operator convex functions

期刊

JOURNAL OF MATHEMATICAL PHYSICS
卷 55, 期 8, 页码 -

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AIP Publishing
DOI: 10.1063/1.4890292

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资金

  1. NSF [PHY-0803371]
  2. ARO [W911NF-09-1-0442]
  3. DOE [DE-FG03-92-ER40701]
  4. Government of Canada through Industry Canada
  5. Province of Ontario through the Ministry of Economic Development and Innovation

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Given an operator convex function f(x), we obtain an operator-valued lower bound for cf(x) + (1 - c) f(y) - f(cx + (1 - c) y), c is an element of[0, 1]. The lower bound is expressed in terms of the matrix Bregman divergence. A similar inequality is shown to be false for functions that are convex but not operator convex. (C) 2014 AIP Publishing LLC.

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