A probabilistic approach to the geometry of the lnp-ball

被引:153
作者
Barthe, F [1 ]
Guédon, O
Mendelson, S
Naor, A
机构
[1] Univ Toulouse 3, CNRS, UMR C5583, Lab Stat & Probabil, F-31062 Toulouse, France
[2] Univ Paris 06, Inst Math, Equipe Anal Fonct, F-75005 Paris, France
[3] Australian Natl Univ, Ctr Math & Applicat, Canberra, ACT 0200, Australia
[4] Microsoft Res, Theory Grp, Redmond, WA 98052 USA
关键词
l(p)(n)-ball; Gaussian measure; extremal sections;
D O I
10.1214/009117904000000874
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This article investigates, by probabilistic methods, various geometric questions on B-p(n), the unit ball of l(p)(n). We propose realizations in terms of independent random variables of several distributions on B-p(n), including the P normalized volume measure. These representations allow us to unify and extend the known results of the sub-independence of coordinate slabs in B-p(n), As another application, we compute moments of linear functionals on B-p(n) which gives sharp constants in Khinchine's inequalities on B-p(n) and determines the psi(2)-constant of all directions on B-p(n). We also study the extremal values of several Gaussian averages on sections of B-p(n) (including mean width and l-norm), and derive several monotonicity results as varies. Applications to balancing vectors in l(2) and to covering numbers of polyhedra complete the exposition.
引用
收藏
页码:480 / 513
页数:34
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