Concavity of certain matrix trace and norm functions. II

preprint2015arXivOpen access

Abstract

We refine Epstein's method to prove joint concavity/convexity of matrix trace functions of Lieb type Tr f(Φ(Ap)1/2Ψ(Bq)Φ(Ap)1/2)\mathrm{Tr}\,f(Φ(A^p)^{1/2}Ψ(B^q)Φ(A^p)^{1/2}) and symmetric (anti-) norm functions of the form ∥f(Φ(Ap) σ Ψ(Bq))∥\|f(Φ(A^p)\,σ\,Ψ(B^q))\|, where ΦΦ and ΨΨ are positive linear maps, σσ is an operator mean, and f(xγ)f(x^γ) with a certain power γγ is an operator monotone function on (0,∞)(0,\infty). Moreover, the variational method of Carlen, Frank and Lieb is extended to general non-decreasing convex/concave functions on (0,∞)(0,\infty) so that we prove joint concavity/convexity of more trace functions of Lieb type.

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