We show how recent results of Lieb and Seiringer [math-ph/0412009; Phys. Rev. A 71, 062329 (2005)] can be obtained from repeated use of the monotonicity of relative entropy under partial traces, and explain how to use their approach to obtain tighter bounds in many situations.
The strong subadditivity of entropy plays a key role in several areas of physics and mathematics. It states that the entropy $S[\ensuremath{\varrho}]=\ensuremath{-}\mathrm{Tr}(\ensuremath{\varrho}\phantom{\rule{0.2em}{0ex}}\mathrm{ln}\phantom{\rule{0.2em}{0ex}}\ensuremath{\varrho})$ of a density matrix ${\ensuremath{\varrho}}_{123}$ on the product of three Hilbert spaces satisfies $S[{\ensuremath{\varrho}}_{123}]\ensuremath{-}S[{\ensuremath{\varrho}}_{12}]\ensuremath{\leqslant}S[{\ensuremath{\varrho}}_{23}]\ensuremath{-}S[{\ensuremath{\varrho}}_{2}]$. We strengthen this to $S[{\ensuremath{\varrho}}_{123}]\ensuremath{-}S[{\ensuremath{\varrho}}_{12}]\ensuremath{\leqslant}{\ensuremath{\sum}}_{\ensuremath{\alpha}}{n}^{\ensuremath{\alpha}}(S[{\ensuremath{\varrho}}_{23}^{\ensuremath{\alpha}}]\ensuremath{-}S[{\ensuremath{\varrho}}_{2}^{\ensuremath{\alpha}}])$, where the ${n}^{\ensuremath{\alpha}}$ are weights and the ${\ensuremath{\varrho}}_{23}^{\ensuremath{\alpha}}$ are partitions of ${\ensuremath{\varrho}}_{23}$. Correspondingly, there is a strengthening of the theorem that the map $A\ensuremath{\mapsto}\mathrm{Tr}\phantom{\rule{0.2em}{0ex}}\mathrm{exp}[L+\mathrm{ln}\phantom{\rule{0.2em}{0ex}}A]$ is concave. As applications we prove some monotonicity and convexity properties of the Wehrl coherent state entropy and entropy inequalities for quantum gases.
This paper presents self-contained proofs of the strong subadditivity inequality for quantum entropy and some related inequalities for the quantum relative entropy, most notably its convexity and its monotonicity under stochastic maps. Moreover, the approach presented here, which is based on Klein's inequality and one of Lieb's less well-known concave trace functions, allows one to obtain conditions for equality. Using the fact that the Holevo bound on the accessible information in a quantum ensemble can be obtained as a consequence of the monotonicity of relative entropy, we show that equality can be attained for that bound only when the states in the ensemble commute. The paper concludes with an Appendix giving a short description of Epstein's elegant proof of the relevant concavity theorem of Lieb.