Abstract
The notion of matrix entropy was introduced by Tropp and Chen with the aim of measuring the fluctuations of random matrices. It is a certain entropy functional constructed from a representing function with prescribed properties, and Tropp and Chen gave some examples. We give several abstract characterisations of matrix entropies together with a sufficient condition in terms of the second derivative of their representing function.
Similar content being viewed by others
References
Ando T., Hiai F.: Operator log-convex functions and operator means. Math. Ann. 350(3), 611–630 (2011)
Chen R.A., Tropp J.A.: Subadditivity of matrix φ-entropy and concentration of random matrices. Electron. J. Probab. 19(27), 1–30 (2014)
Hansen F.: Extensions of Lieb’s concavity theorem. J. Stat. Phys. 124, 87–101 (2006)
Hansen F.: Trace functions as Laplace transforms. J. Math. Phys. 47, 043504 (2006)
Hansen F.: The fast track to Löwner’s theorem. Linear Algebra Appl. 438, 4557–4571 (2013)
Hansen F.: Trace functions with applications in quantum physics. J. Stat. Phys. 154, 807–818 (2014)
Hansen F., Pedersen G.K.: Perturbation formulas for traces on C*-algebras. Publ. RIMS Kyoto Univ 31, 169–178 (1995)
Korányi A.: On some classes of analytic functions of several variables. Trans. Am. Math. Soc. 101, 520–554 (1961)
Latala, R., Oleszkiewick, C.: Between Sobolev and Poincaré. Volume 1745 of Lecture Notes in Mathematics, chapter Geometric Aspects of Functional Analysis, Israel Seminar (GAFA), pp. 147–168. Springer, Berlin, 1996–2000 (2000)
Lieb E.: Convex trace functions and the Wigner–Yanase–Dyson conjecture. Adv. Math. 11, 267–288 (1973)
Lugosi, G., Boucheron, S., Bousquet, O., Massart, P.: Moment inequalities for functions of independent random variables. Ann. Probab. 33(2), 514–560 (2005)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Hansen, F., Zhang, Z. Characterisation of Matrix Entropies. Lett Math Phys 105, 1399–1411 (2015). https://doi.org/10.1007/s11005-015-0784-8
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11005-015-0784-8