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arXiv 1504.01263math.FAmath.COmath.PR
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巴拿赫空间值图子的唯一性

Uniqueness of Banach space valued graphons

Dávid Kunszenti-Kovács

摘要:

一个巴拿赫空间值图子是一个从概率空间到巴拿赫空间的函数$W:(Ω, \mathcal{A},π)^2\to\mathcal{Z}$,它有一个可分的前对偶,在适当的意义上可测,并且位于适当的$L^p$ -空间中。因此,我们可以把$W(x,y)$看作是巴拿赫空间的一个二元随机元。一个二维模拟的时刻可以定义的帮助下,图和弱-* 评估,一个自然的问题,然后出现的是,这些广义的时刻是否确定功能$W$唯一-直到保测变换。主要的动机来自于多重图极限理论,这些图子作为广义同态意义下收敛的自然极限对象而出现。我们的主要结果是,这在某些Carleman型条件下成立,但由于与经典矩问题有关的原因,即使在$\mathcal{Z}=\mathbb{R}$中也一般不成立。特别地,多重图序列的极限是唯一确定的-直到保测变换-只要边分布的尾部保持足够小。

英文摘要:

A Banach space valued graphon is a function $W:(Ω, \mathcal{A},π)^2\to\mathcal{Z}$ from a probability space to a Banach space with a separable predual, measurable in a suitable sense, and lying in appropriate $L^p$-spaces. As such we may consider $W(x,y)$ as a two-variable random element of the Banach space. A two-dimensional analogue of moments can be defined with the help of graphs and weak-* evaluations, and a natural question that then arises is whether these generalized moments determine the function $W$ uniquely -- up to measure preserving transformations. The main motivation comes from the theory of multigraph limits, where these graphons arise as the natural limit objects for convergence in a generalized homomorphism sense. Our main result is that this holds true under some Carleman-type condition, but fails in general even with $\mathcal{Z}=\mathbb{R}$, for reasons related to the classical moment-problem. In particular, limits of multigraph sequences are uniquely determined - up to measure preserving transformations - whenever the tails of the edge-distributions stay small enough.

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