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Expansion of random 0/1 polytopes
Random Structures and Algorithms ( IF 1 ) Pub Date : 2023-08-31 , DOI: 10.1002/rsa.21184
Brett Leroux 1 , Luis Rademacher 1
Affiliation  

A conjecture of Milena Mihail and Umesh Vazirani (Proc. 24th Annu. ACM Symp. Theory Comput., ACM, Victoria, BC, 1992, pp. 26–38.) states that the edge expansion of the graph of every 0 / 1 $$ 0/1 $$ polytope is at least one. Any lower bound on the edge expansion gives an upper bound for the mixing time of a random walk on the graph of the polytope. Such random walks are important because they can be used to generate an element from a set of combinatorial objects uniformly at random. A weaker form of the conjecture of Mihail and Vazirani says that the edge expansion of the graph of a 0 / 1 $$ 0/1 $$ polytope in d $$ {\mathrm{\mathbb{R}}}^d $$ is greater than one over some polynomial function of d $$ d $$ . This weaker version of the conjecture would suffice for all applications. Our main result is that the edge expansion of the graph of a random 0 / 1 $$ 0/1 $$ polytope in d $$ {\mathrm{\mathbb{R}}}^d $$ is at least 1 12 d $$ \frac{1}{12d} $$ with high probability.

中文翻译:

随机 0/1 多胞形的扩展

Milena Mihail 和 Umesh Vazirani 的猜想(Proc. 24th Annu. ACM Symp. Theory Comput., ACM, Victoria, BC, 1992, pp. 26–38.)指出,每个图的边展开 0 / 1 $$ 0/1 $$ 多胞体至少是一个。边缘扩展的任何下限给出了多面体图上随机游走的混合时间的上限。这种随机游走很重要,因为它们可用于从一组组合对象中均匀随机地生成元素。Mihail 和 Vazirani 猜想的一个较弱形式表示,a 图的边展开 0 / 1 $$ 0/1 $$ 多胞体中 d $$ {\mathrm{\mathbb{R}}}^d $$ 大于某个多项式函数的一 d $$ d $$ 。这个猜想的较弱版本足以满足所有应用。我们的主要结果是随机图的边扩展 0 / 1 $$ 0/1 $$ 多胞体中 d $$ {\mathrm{\mathbb{R}}}^d $$ 至少是 1 12 d $$ \压裂{1}{12d} $$ 有很高的概率。
更新日期:2023-08-31
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