Let
Φ be a unital completely positive (UCP) map on the space of operators on some Hilbert space. We assume that
Φ is
η-idempotent, namely,
∥Φ2−Φ∥cb≤η, and construct an associated
ε-
C∗ algebra (of almost-invariant observables) for
ε=O(η). This type of structure has the axioms of a unital
C∗ algebra but the associativity and other axioms involving the multiplication and the unit hold up to
ε. We prove that any finite-dimensional
ε-
C∗ algebra
A is
O(ε)-isomorphic to some genuine
C∗ algebra
B. These bounds are universal, i.e. do not depend on the dimensionality or other parameters. When
A comes from a finite-dimensional
η-idempotent UCP map
Φ, the
O(η)-isomorphism and its inverse can be realized by UCP maps. This gives an approximate factorization of the quantum channel
Φ∗ into a decoding channel, producing a state on
B, and an encoding channel.
The purpose of this short note is to clarify and present a general version of an interesting observation by Piani and Mora (Physic. Rev. A 75, 012305 (2007)), linking complete positivity of linear maps on matrix algebras to decomposability of their ampliations. Let
Ai,
Ci be unital C*-algebras and let
αi be positive linear maps from
Ai to
Ci, i=1,2. We obtain conditions under which any positive map
β from the minimal C*-tensor product
A1⊗minA2 to
C1⊗minC2, such that $ α_1 \otimes α_2 \geq β$, factorizes as
β=γ⊗α2 for some positive map
γ. In particular we show that when
αi:Ai→B(Hi) are completely positive (CP) maps for some Hilbert spaces
Hi (i=1,2), and
α2 is a pure CP map and
β is a CP map so that
α1⊗α2−β is also CP, then
β=γ⊗α2 for some CP map
γ. We show that a similar result holds in the context of positive linear maps when
A2=C2=B(H) and
α2=id. As an application we extend \cite[IX Theorem]{PM}( revisited recently by Huber et al in \cite{HLLM}) to show that for any linear map
τ from a unital C*-algebra
A to a C*-algebra
C, if
τ⊗idk is decomposable for some
k≥2, where
idk is the identity map on the algebra
Mk(C) of
k×k matrices, then
τ is completely positive.
The purpose of this short paper is to clarify and present a general version of an interesting observation by [Piani and Mora, Phys. Rev. A 75 (2007) 012305], linking complete positivity of linear maps on matrix algebras to decomposability of their ampliations. Let [Formula: see text], [Formula: see text] be unital C*-algebras and let [Formula: see text] be positive linear maps from [Formula: see text] to [Formula: see text] [Formula: see text]. We obtain conditions under which any positive map [Formula: see text] from the minimal C*-tensor product [Formula: see text] to [Formula: see text], such that [Formula: see text], factorizes as [Formula: see text] for some positive map [Formula: see text]. In particular, we show that when [Formula: see text] are completely positive (CP) maps for some Hilbert spaces [Formula: see text] [Formula: see text], and [Formula: see text] is a pure CP map and [Formula: see text] is a CP map so that [Formula: see text] is also CP, then [Formula: see text] for some CP map [Formula: see text]. We show that a similar result holds in the context of positive linear maps when [Formula: see text] and [Formula: see text]. As an application, we extend IX Theorem of Ref. 4 (revisited recently by [Huber et al., Phys. Rev. Lett. 121 (2018) 200503]) to show that for any linear map [Formula: see text] from a unital C*-algebra [Formula: see text] to a C*-algebra [Formula: see text], if [Formula: see text] is decomposable for some [Formula: see text], where [Formula: see text] is the identity map on the algebra [Formula: see text] of [Formula: see text] matrices, then [Formula: see text] is CP.