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arXiv 1307.6540math-phmath.APmath.MP
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具有库仑费用的无限体最优输运

Infinite-body optimal transport with Coulomb Cost

Codina Cotar, Gero Friesecke, Brendan Pass

摘要:

介绍并分析了代价函数为对势形式的对称无限体最优运输问题。我们表明,对于一个自然类的这种成本,优化是由独立的产品措施,其所有的因素是由一个机构的边际。这与标准的有限体OT问题(其中优化器通常高度相关)以及具有Gangbo-Swiech成本的无限体OT问题形成鲜明对比。此外,通过适应建设从概率论中的可交换过程的研究,我们证明了相应的$N$体OT问题是很好地近似的无限体问题。在我们的类属于库仑成本出现在多电子量子力学。库仑N体OT问题的最优代价作为单体边际密度的函数在物理学和量子化学文献中称为SCE泛函,并且自然地作为着名的Hohenberg-Kohn泛函的半经典极限而出现。我们的结果表明,在非均匀高密度极限(即$N\to\infty$与任意固定的非均匀性剖面$ρ/N$),SCE泛函收敛到平均场泛函。我们还提出了将无限体和N体OT问题转化为具有可表示性约束的两体OT问题,并给出了可表示两体测度的对偶刻画,这与Kummer关于两体密度矩阵的量子可表示性的类似结果相似。

英文摘要:

We introduce and analyze symmetric infinite-body optimal transport (OT) problems with cost function of pair potential form. We show that for a natural class of such costs, the optimizer is given by the independent product measure all of whose factors are given by the one-body marginal. This is in striking contrast to standard finite-body OT problems, in which the optimizers are typically highly correlated, as well as to infinite-body OT problems with Gangbo-Swiech cost. Moreover, by adapting a construction from the study of exchangeable processes in probability theory, we prove that the corresponding $N$-body OT problem is well approximated by the infinite-body problem. To our class belongs the Coulomb cost which arises in many-electron quantum mechanics. The optimal cost of the Coulombic N-body OT problem as a function of the one-body marginal density is known in the physics and quantum chemistry literature under the name SCE functional, and arises naturally as the semiclassical limit of the celebrated Hohenberg-Kohn functional. Our results imply that in the inhomogeneous high-density limit (i.e. $N\to\infty$ with arbitrary fixed inhomogeneity profile $ρ/N$), the SCE functional converges to the mean field functional. We also present reformulations of the infinite-body and N-body OT problems as two-body OT problems with representability constraints and give a dual characterization of representable two-body measures which parallels an analogous result by Kummer on quantum representability of two-body density matrices.

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