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Matrix inequalities and majorizations around Hermite–Hadamard’s inequality

Part of: Basic linear algebra General theory of linear operators

Published online by Cambridge University Press:  10 January 2022

Jean-Christophe Bourin  and
Eun-Young Lee
Jean-Christophe Bourin*
Affiliation:
Laboratoire de mathématiques, Université de Bourgogne Franche-Comté, 25000, Besançon, France
Eun-Young Lee
Affiliation:
Department of mathematics, KNU-Center for Nonlinear Dynamics, Kyungpook National University, 702-701, Daegu, Korea e-mail: [email protected]
*
e-mail: [email protected]
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Abstract

We study the classical Hermite–Hadamard inequality in the matrix setting. This leads to a number of interesting matrix inequalities such as the Schatten p-norm estimates

$$ \begin{align*}\left(\|A^q\|_p^p + \|B^q\|_p^p\right)^{1/p} \le \|(xA+(1-x)B)^q\|_p+ \|((1-x)A+xB)^q\|_p, \end{align*} $$
for all positive (semidefinite) $n\times n$ matrices $A,B$ and $0<q,x<1$ . A related decomposition, with the assumption $X^*X+Y^*Y=XX^*+YY^*=I$ , is
$$ \begin{align*}(X^*AX+Y^*BY)\oplus (Y^*AY+X^*BX) =\frac{1}{2n}\sum_{k=1}^{2n} U_k (A\oplus B)U_k^*, \end{align*} $$
for some family of $2n\times 2n$ unitary matrices $U_k$ . This is a majorization which is obtained by using the Hansen–Pedersen trace inequality.

Keywords

Positive definite matricesblock matricesconvex functionsmatrix inequalities

MSC classification

Primary: 15A45: Miscellaneous inequalities involving matrices 47A60: Functional calculus
Secondary: 15A60: Norms of matrices, numerical range, applications of functional analysis to matrix theory 47A30: Norms (inequalities, more than one norm, etc.)
Type
Article
Information
Canadian Mathematical Bulletin , Volume 65 , Issue 4 , December 2022 , pp. 943 - 952
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Copyright
© Canadian Mathematical Society, 2022

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Footnotes

J.-C. Bourin was funded by the ANR Projet (No. ANR-19-CE40-0002) and by the French Investissements d’Avenir program, project ISITE-BFC (contract ANR-15-IDEX-03). This research was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (NRF-2018R1D1A3B07043682).

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