The thermomajorization characterization by fixed-point stochastic maps

From papers

Let x,y,dRnx,y,d\in\mathbb R^n with d0d\geq 0 be given. A matrix AR+n×nA\in\mathbb R_+^{n\times n} is column-stochastic when \mathbbmeA=\mathbbme\mathbbm e^\top A=\mathbbm e^\top; it fixes dd when Ad=dAd=d. Thermomajorization characterization. The following are equivalent: there exists a column-stochastic matrix AA fixing dd and satisfying Ay=xAy=x; and

\mathbbmex=\mathbbmey\mathbbm e^\top x=\mathbbm e^\top y

and

dixyid1diyyid1for all i=1,,n.\lVert d_i x-y_i d\rVert_1\leq\lVert d_i y-y_i d\rVert_1 \qquad\text{for all }i=1,\ldots,n.

This would characterize the transformation relation xdyx\prec_d y by finitely many norm inequalities. The paper states that the result proved there is only a special case, that numerous examples suggest the conjecture, and that it is not attempted because it is beside the article's main point; its resolution is therefore left open.

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Sources & referencesView supporting material

Primary source

Frederik vom Ende and Emanuel Malvetti, “The Thermomajorization Polytope and Its Degeneracies”, arXiv:2212.04305 (2024).

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