The form of all possible pure operations is well known, cf. also Ch. 2, Theorem 3.1 ff. in Davies' book "Quantum Theory of Open Systems" (1976). In the special case where $\Phi$ is a channel (i.e. completely positive and trace-preserving) there are exactly two possibilities:
- $\Phi=U(\cdot)U^\dagger$ for some $U\in\mathbb C^{n\times n}$ unitary
- $\Phi={\rm tr}(\cdot)|\psi\rangle\langle\psi|$ for some $\psi\in\mathbb C^n$ with $\|\psi\|=1$
This second case is what gives rise to a counter-example. More precisely, consider $\Phi={\rm tr}(\cdot)|0\rangle\langle 0|$ in which case
\begin{align*}
({\rm id}_2\otimes\Phi)(X)&=\begin{pmatrix}
\Phi\begin{pmatrix}
x_{11}&x_{12}\\ x_{21}&x_{22}
\end{pmatrix}&\Phi\begin{pmatrix}
x_{13}&x_{14}\\ x_{23}&x_{24}
\end{pmatrix}\\
\Phi\begin{pmatrix}
x_{31}&x_{32}\\ x_{41}&x_{42}
\end{pmatrix}&\Phi\begin{pmatrix}
x_{33}&x_{34}\\ x_{43}&x_{44}
\end{pmatrix}
\end{pmatrix}\\
&=\begin{pmatrix}
x_{11}+x_{22}&0&x_{13}+x_{24}&0\\
0&0&0&0\\
x_{31}+x_{42}&0&x_{33}+x_{44}&0\\
0&0&0&0
\end{pmatrix}\,.
\end{align*}
This allows us to find a 2-qubit pure state which is mapped to a mixed state: choosing $|\psi\rangle:=\frac1{\sqrt2}(1,0,0,1)^\top$ to be the maximally entangled state,
$$
({\rm id}_2\otimes\Phi)(|\psi\rangle\langle\psi|)=
\frac12({\rm id}_2\otimes\Phi)\begin{pmatrix}1&0&0&1\\0&0&0&0\\0&0&0&0\\1&0&0&1\end{pmatrix}=\frac12\begin{pmatrix}1&0&0&0\\0&0&0&0\\0&0&1&0\\0&0&0&0\end{pmatrix}
$$
is obviously rank 2 and hence not pure.
This also shows that the extension of rank non-increasing channels—i.e. ${\rm rank}(\Phi(\rho))\leq{\rm rank}(\rho)$ for all $\rho\geq 0$—need not be rank non-increasing, because every rank non-increasing channel is a pure operation (apply the definition to $\rho$ pure).
This is interesting because
- it is true in the classical case, i.e. for all non-negative matrices $A\in\mathbb R_+^{n\times n}$ such that ${\bf e}^\top A\,{\rm sgn}(x)\leq {\bf e}^\top{\rm sgn}(x)$ one readily verifies that the same is true for ${\bf1}\otimes A$.
- when one replaces rank non-increasing to rank non-decreasing, then then statement—at least in the unital case—is true, cf. Appendix C in this paper.