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Linear Algebra and its Applications

Completely positive linear maps on complex matrices

Man-Duen Choi

Published Jun 1, 1975• 2,659 citations
Publisher
DOI
10.1016/0024-3795(75)90075-0

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A factorization property of positive maps on $C^*$-algebras

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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 $A_i$, $C_i$ be unital C*-algebras and let $α_i$ be positive linear maps from $A_i$ to $C_i,$ $i=1,2$. We obtain conditions under which any positive map $β$ from the minimal C*-tensor product $A_1 \otimes_{min} A_2$ to $C_1 \otimes_{min} C_2$, such that $ α_1 \otimes α_2 \geq β$, factorizes as $β= γ\otimes α_2$ for some positive map $γ$. In particular we show that when $α_i \colon A_i \rightarrow B(\mathcal H_i)$ are completely positive (CP) maps for some Hilbert spaces $\mathcal H_i$ $(i=1,2)$, and $α_2$ is a pure CP map and $β$ is a CP map so that $α_1 \otimes α_2 - β$ is also CP, then $β= γ\otimes α_2$ for some CP map $γ$. We show that a similar result holds in the context of positive linear maps when $A_2 = C_2 = B(\mathcal H)$ and $α_2 = id$. 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 $τ\otimes id_k$ is decomposable for some $k \geq 2$, where $id_k$ is the identity map on the algebra $M_k(\mathbb {C} )$ of $k\times k$ matrices, then $τ$ is completely positive.

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A class of generalized positive linear maps on matrix algebras

Xin Li, Wei Wu

arXiv:1704.01288•Linear Algebra and its Applications•Sep 18, 2013•6 citations
A factorization property of positive maps on C∗C^*C∗-algebras
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 AiA_iAi​, CiC_iCi​ be unital C*-algebras and let αiα_iαi​ be positive linear maps from AiA_iAi​ to Ci,C_i,Ci​, i=1,2i=1,2i=1,2. We obtain conditions under which any positive map βββ from the minimal C*-tensor product A1⊗minA2A_1 \otimes_{min} A_2A1​⊗min​A2​ to C1⊗minC2C_1 \otimes_{min} C_2C1​⊗min​C2​, such that $ α_1 \otimes α_2 \geq β$, factorizes as β=γ⊗α2β= γ\otimes α_2β=γ⊗α2​ for some positive map γγγ. In particular we show that when αi ⁣:Ai→B(Hi)α_i \colon A_i \rightarrow B(\mathcal H_i)αi​:Ai​→B(Hi​) are completely positive (CP) maps for some Hilbert spaces Hi\mathcal H_iHi​ (i=1,2)(i=1,2)(i=1,2), and α2α_2α2​ is a pure CP map and βββ is a CP map so that α1⊗α2−βα_1 \otimes α_2 - βα1​⊗α2​−β is also CP, then β=γ⊗α2β= γ\otimes α_2β=γ⊗α2​ for some CP map γγγ. We show that a similar result holds in the context of positive linear maps when A2=C2=B(H)A_2 = C_2 = B(\mathcal H)A2​=C2​=B(H) and α2=idα_2 = idα2​=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 τττ from a unital C*-algebra AAA to a C*-algebra CCC, if τ⊗idkτ\otimes id_kτ⊗idk​ is decomposable for some k≥2k \geq 2k≥2, where idkid_kidk​ is the identity map on the algebra Mk(C)M_k(\mathbb {C} )Mk​(C) of k×kk\times kk×k matrices, then τττ is completely positive.
For quantum systems described by finite matrices, linear and affine maps of matrices are shown to provide equivalent descriptions of evolution of density matrices for a subsystem caused by unitary Hamiltonian evolution in a larger system; an affine map can be replaced by a linear map, and a linear map can be replaced by an affine map. There may be significant advantage in using an affine map. The linear map is generally not completely positive, but the linear part of an equivalent affine map can be chosen to be completely positive and related in the simplest possible way to the unitary Hamiltonian evolution in the larger system.