|q⟩ Bad Qubits

intermediate · Physics · Density Matrices & Mixed States

Reduced Density Matrices

When a system is composed of two parts AA and BB, we often care only about AA. The reduced density matrix ρA\rho_A is the state that reproduces every measurement statistic on AA alone — and it is, in general, mixed even when the whole ABAB system is pure.

The setup

Let the joint state be ρAB\rho_{AB}, living on the tensor-product space HAHB\mathcal{H}_A \otimes \mathcal{H}_B. We want a description of AA that gives the correct answer for any observable acting only on AA, i.e. an observable of the form MAIBM_A \otimes I_B. We demand

Tr(ρAMA)=Tr(ρAB(MAIB))for all MA.\operatorname{Tr}\big(\rho_A\, M_A\big) = \operatorname{Tr}\big(\rho_{AB}\,(M_A\otimes I_B)\big) \quad\text{for all } M_A.

There is exactly one operator ρA\rho_A satisfying this. It is obtained by the partial trace over BB:

ρA=TrB(ρAB).\rho_A = \operatorname{Tr}_B(\rho_{AB}).

Computing the partial trace by entries

Label the joint basis aAbB|a\rangle_A \otimes |b\rangle_B. The partial trace over BB sums over the diagonal in the BB index while keeping the AA indices free:

(ρA)aa=ba,bρABa,b.(\rho_A)_{a a'} = \sum_b \langle a, b|\,\rho_{AB}\,|a', b\rangle.

Concretely, you "contract" the two BB slots: hold the AA indices a,aa, a' fixed and add up the matrix elements where the BB index is the same on both sides. The result is a smaller matrix acting only on AA, and it automatically satisfies Tr(ρA)=1\operatorname{Tr}(\rho_A) = 1 and all the density-operator properties.

The surprising part

If ρAB=Φ+Φ+\rho_{AB} = |\Phi^+\rangle\langle\Phi^+| with Φ+=12(00+11)|\Phi^+\rangle = \tfrac{1}{\sqrt2}(|00\rangle + |11\rangle) — a pure, maximally entangled state — tracing out BB gives

ρA=12(1001)=I2,\rho_A = \frac12\begin{pmatrix}1 & 0\\ 0 & 1\end{pmatrix} = \frac{I}{2},

the maximally mixed qubit. A globally pure state can have a maximally mixed part. This is not a flaw in the bookkeeping: it is the defining feature of entanglement, which the next two lessons explore.

Try it

Take the Bell state Φ+|\Phi^+\rangle, form ρAB=Φ+Φ+\rho_{AB} = |\Phi^+\rangle\langle\Phi^+|, trace out qubit BB, and return (ρA)00(\rho_A)_{00}. You should find 1/21/2 — the reduced state is maximally mixed.

Run your code to see the quantum state.

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