We obtain several convexity statements involving positive definite matrices. In particular, if are invertible matrices and are positive, we show that the map
is jointly convex on . This is related to some exotic matrix Hölder inequalities such as
for all positive matrices , such that , conjugate exponents and unitarily invariant norms . Our approach to obtain these results consists in studying the behaviour of some functionals along the geodesics of the Riemanian manifold of positive definite matrices.
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@article{CRMATH_2020__358_6_645_0, author = {Bourin, Jean-Christophe and Shao, Jingjing}, title = {Convex maps on $\protect \mathbb{R}^n$ and positive definite matrices}, journal = {Comptes Rendus. Math\'ematique}, pages = {645--649}, publisher = {Acad\'emie des sciences, Paris}, volume = {358}, number = {6}, year = {2020}, doi = {10.5802/crmath.25}, language = {en}, url = {http://www.numdam.org/articles/10.5802/crmath.25/} }
TY - JOUR AU - Bourin, Jean-Christophe AU - Shao, Jingjing TI - Convex maps on $\protect \mathbb{R}^n$ and positive definite matrices JO - Comptes Rendus. Mathématique PY - 2020 SP - 645 EP - 649 VL - 358 IS - 6 PB - Académie des sciences, Paris UR - http://www.numdam.org/articles/10.5802/crmath.25/ DO - 10.5802/crmath.25 LA - en ID - CRMATH_2020__358_6_645_0 ER -
%0 Journal Article %A Bourin, Jean-Christophe %A Shao, Jingjing %T Convex maps on $\protect \mathbb{R}^n$ and positive definite matrices %J Comptes Rendus. Mathématique %D 2020 %P 645-649 %V 358 %N 6 %I Académie des sciences, Paris %U http://www.numdam.org/articles/10.5802/crmath.25/ %R 10.5802/crmath.25 %G en %F CRMATH_2020__358_6_645_0
Bourin, Jean-Christophe; Shao, Jingjing. Convex maps on $\protect \mathbb{R}^n$ and positive definite matrices. Comptes Rendus. Mathématique, Tome 358 (2020) no. 6, pp. 645-649. doi : 10.5802/crmath.25. http://www.numdam.org/articles/10.5802/crmath.25/
[1] Concavity of certain maps on positive definite matrices and applications to Hadamard products, Linear Algebra Appl., Volume 26 (1979), pp. 203-241 | DOI | MR | Zbl
[2] Matrix Analysis, Graduate Texts in Mathematics, 169, Springer, 1996 | Zbl
[3] Positive Definite Matrices, Princeton Series in Applied Mathematics, Princeton University Press, 2007 | Zbl
[4] Matrix inequalities from a two variables functional, Int. J. Math., Volume 27 (2016) no. 9, 16500771, 19 pages | MR | Zbl
[5] Convexity according to the geometric mean, Math. Inequal. Appl., Volume 3 (2000) no. 2, pp. 155-167 | MR | Zbl
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