ILAS2016 — 11–15 July 2016 — KU Leuven, Belgium

20th Conference of the International Linear Algebra Society (ILAS)

20th ILAS Conference

In minisymposium: Geometry and Order Structure in Matrices and Operators

Fri 10:30–11:00, Room AV 03.12
Some operator inequalities which characterize operator means
Hiroyuki Osaka (Ritsumeikan University)
Joint work with Yukihiro Tsurumi (Ritsumeikan University) Shuhei Wada (Kisarazu National College of Technology)

It is well-known as Young inequality that for $0 \leq \nu \leq 1$ and $a, b \geq 0$ $$ \nu a + (1 - \nu)b \geq a^\nu b^{1-\nu} \geq \frac{a + b - |a- b|}{2}. $$

When $n = 2$ and $\nu = \frac{1}{2}$, the inequality $a^\frac{1}{2}b^\frac{1}{2} \geq \frac{a+b - |a-b|}{2}$ is called the reverse Caucy inequaality. A natural matrix form for two positive definite matrices $A$ and $B$ could be written as $$ A^\frac{1}{2}(A^{-\frac{1}{2}}BA^{-\frac{1}{2}})^\frac{1}{2}A^\frac{1}{2} \geq \frac{A + B}{2} - \frac{|A - B|}{2}. $$ Furuichi, however, pointed out that the trace inequality $$ Tr(A^\frac{1}{2}(A^{-\frac{1}{2}}BA^{-\frac{1}{2}})^\frac{1}{2}A^\frac{1}{2}) \geq \frac{1}{2}Tr(A + B - |A - B|) $$ is not true in general. Note that $A\sharp B = A^\frac{1}{2}(A^{-\frac{1}{2}}BA^{-\frac{1}{2}})^\frac{1}{2}A^\frac{1}{2}$ is the geometric mean and $A\nabla_\nu B = \nu A + (1 - \nu)B$ is the weighted arithmetric mean of $A$ and $B$, respctively.

In this talk we introduce the operator inequalities for operator means such that $$ \phi(A) \sigma \phi(B) \geq \phi(A \nabla_\nu B) $$ for a non-negative operator convex function $\phi$ on $[0, \infty)$ and all positive definite matrices $A$ and $B$, and we show the characterization of $\sigma$.

  1. T. Ando and F. Hiai, Operator log-convex functions and operator means, Math. Ann. 350(2011), 611-630.
  2. D. T. Hoa, V. T. B. Khue, and H. Osaka, A generalized reverse Cauchy inequality for matrixes, to appear in Linear and Multilinear Algerbas.
  3. H. Osaka, Y. Tsurumi, and S. Wada, Generalized reverse Cauchy inequality and applications to operator means, preprint, 2015.