Lean, informalized

Nielsen & Chuang · Chapter 11, Entropy and information · p. 521

Theorem 11.14 - Two inequalities between the entropies of a state of three systems and of its parts

Entropy is strongly subadditive and weakly monotone.

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The Exercise

Three quantum systems AA, BB and CC share a joint state. Tracing out the rest gives a state of each system alone and of each pair, and each of these states, like the joint one, has a von Neumann entropy: S(A,B,C)S(A,B,C) for the whole, S(A,B)S(A,B) for the pair ABAB, S(B)S(B) for BB alone, and so on. The theorem compares the sum S(A,B)+S(B,C)S(A,B) + S(B,C) for the two pairs that overlap in BB with the sum S(A,B,C)+S(B)S(A,B,C) + S(B) for the whole and the middle system, and with the sum S(A)+S(C)S(A) + S(C) for the two outer systems. The first comparison is the strong subadditivity of the entropy, the second its weak monotonicity.

The library states both comparisons for a joint state ρ\rho of the three systems, taken as one composite system with BB and CC grouped first and AA joined to the pair, written A⊗(B⊗C)A \otimes (B \otimes C).

Systems, States and Entropy

A quantum system QQ is a physical system whose state space is a finite dimensional complex Hilbert space.✦ The composite system Q⊗RQ \otimes R of two quantum systems QQ and RR is the system whose state space is the tensor product of their state spaces.✦ A state ρ\rho of QQ is a positive operator of unit trace on the state space of QQ✦, and its von Neumann entropy is S(ρ)=−tr⁡(ρlog⁡ρ),S(\rho) = -\operatorname{tr}(\rho \log \rho),(1)✦ the Shannon entropy of the eigenvalues of ρ\rho, measured in nats.

The reduced state ρQ\rho^Q of a state ρ\rho of Q⊗RQ \otimes R is the state tr⁡Rρ\operatorname{tr}_R\,\rho of QQ, the partial trace of ρ\rho over RR✦, and its reduced state ρR\rho^R is the state tr⁡Qρ\operatorname{tr}_Q\,\rho of RR, the partial trace over QQ.✦

An identification ee of a system QQ with a system RR is a linear isometric bijection from the state space of QQ onto that of RR.✦ Along it a state ρ\rho of QQ is relabelled as the state eρe−1e \rho e^{-1} of RR.✦ The regrouping α\alpha of three systems AA, BB and CC is the identification of A⊗(B⊗C)A \otimes (B \otimes C) with (A⊗B)⊗C(A \otimes B) \otimes C that moves the brackets, α(|u⟩⊗(|v⟩⊗|w⟩))=(|u⟩⊗|v⟩)⊗|w⟩,\alpha\bigl(|u\rangle \otimes (|v\rangle \otimes |w\rangle)\bigr) = (|u\rangle \otimes |v\rangle) \otimes |w\rangle,(2)✦ for vectors |u⟩|u\rangle, |v⟩|v\rangle and |w⟩|w\rangle of the state spaces of AA, BB and CC.

The Claim

For a state ρ\rho of A⊗(B⊗C)A \otimes (B \otimes C), the reduced states on the single systems and on the pairs are ρA=tr⁡BCρ,ρBC=tr⁡Aρ,ρB=tr⁡CρBC,ρC=tr⁡BρBC,ρAB=tr⁡C(αρα−1),\rho^{A} = \operatorname{tr}_{BC}\,\rho, \quad \rho^{BC} = \operatorname{tr}_{A}\,\rho, \quad \rho^{B} = \operatorname{tr}_{C}\,\rho^{BC}, \quad \rho^{C} = \operatorname{tr}_{B}\,\rho^{BC}, \quad \rho^{AB} = \operatorname{tr}_{C}\bigl(\alpha \rho \alpha^{-1}\bigr),(3) where the pair ABAB, which is not a factor of A⊗(B⊗C)A \otimes (B \otimes C), gets its state from ρ\rho relabelled along the regrouping. The entropies of the exercise are S(A,B,C)=S(ρ)S(A,B,C) = S(\rho) and S(X)=S(ρX)S(X) = S(\rho^X) for each system or pair XX.

Theorem 1. Let AA, BB and CC be quantum systems and ρ\rho a state of A⊗(B⊗C)A \otimes (B \otimes C), with reduced states (3). Then S(A,B,C)+S(B)≤S(A,B)+S(B,C)S(A,B,C) + S(B) \le S(A,B) + S(B,C)(4)✦ and S(A)+S(C)≤S(A,B)+S(B,C).S(A) + S(C) \le S(A,B) + S(B,C).(5)✦

What Is Checked

The claim is stated over the von Neumann entropy (1) of a state of the composite system A⊗(B⊗C)A \otimes (B \otimes C) and of the states of its parts (3), which are partial traces over one factor of a composite and the relabelling of ρ\rho along the regrouping (2). About these constructions the library proves that the partial trace of a density operator is again a density operator, so that every reduced state is a state, and that conjugation by an isometric bijection preserves positivity and trace, so that the relabelled state αρα−1\alpha \rho \alpha^{-1} is a state of (A⊗B)⊗C(A \otimes B) \otimes C.