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Phase transition for the volume of high‐dimensional random polytopes
Random Structures and Algorithms ( IF 0.9 ) Pub Date : 2020-12-28 , DOI: 10.1002/rsa.20986
Gilles Bonnet 1 , Zakhar Kabluchko 2 , Nicola Turchi 3
Affiliation  

The beta polytope urn:x-wiley:rsa:media:rsa20986:rsa20986-math-0001 is the convex hull of n i.i.d. random points distributed in the unit ball of urn:x-wiley:rsa:media:rsa20986:rsa20986-math-0002 according to a density proportional to urn:x-wiley:rsa:media:rsa20986:rsa20986-math-0003 if urn:x-wiley:rsa:media:rsa20986:rsa20986-math-0004 (in particular, urn:x-wiley:rsa:media:rsa20986:rsa20986-math-0005 corresponds to the uniform distribution in the ball), or uniformly on the unit sphere if urn:x-wiley:rsa:media:rsa20986:rsa20986-math-0006. We show that the expected normalized volumes of high‐dimensional beta polytopes exhibit a phase transition and we describe its shape. We derive analogous results for the intrinsic volumes of beta polytopes and, when urn:x-wiley:rsa:media:rsa20986:rsa20986-math-0007, their number of vertices.

中文翻译:

高维随机多态性的体积的相变

所述β-多面体骨灰盒:x-wiley:rsa:media:rsa20986:rsa20986-math-0001是凸包Ñ IID分布在单位球上的随机点骨灰盒:x-wiley:rsa:media:rsa20986:rsa20986-math-0002根据密度成比例骨灰盒:x-wiley:rsa:media:rsa20986:rsa20986-math-0003,如果骨灰盒:x-wiley:rsa:media:rsa20986:rsa20986-math-0004(特别是,骨灰盒:x-wiley:rsa:media:rsa20986:rsa20986-math-0005对应于球的均匀分布),或均匀地在单位球面上如果骨灰盒:x-wiley:rsa:media:rsa20986:rsa20986-math-0006。我们表明,预期的高维β多表位归一化体积显示出相变,并描述了其形状。我们得出β多表位的内在体积骨灰盒:x-wiley:rsa:media:rsa20986:rsa20986-math-0007及其顶点数的相似结果。
更新日期:2020-12-28
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