Title :
Lp metrics on the Heisenberg group and the Goemans-Linial conjecture
Author :
Lee, James R. ; Naor, Assaf
Author_Institution :
Inst. for Adv. Study, Princeton, NJ
Abstract :
We prove that the function d : Ropf3 times Ropf 3 rarr [0,infin] given by d((x,y,z),(t,u,v)) = ([((t-x) 2+(u-y)2)2 + (v-z+2xu-2yt)2] frac12 + (t-x)2 + (u-y)2)frac12 is a metric on Ropf3 such that (Ropf3,radicd) is isometric to a subset of Hilbert space, yet (Ropf3, d) does not admit a bi-Lipschitz embedding into L1. This yields a new simple counter example to the Goemans-Linial conjecture on the integrality gap of the semidefinite relaxation of the sparsest cut problem. The metric above is doubling, and hence has a padded stochastic decomposition at every scale. We also study the Lp version of this problem, and obtain a counter example to a natural generalization of a classical theorem of Bretagnolle et al. (1996) (of which the Goemans-Linial conjecture is a particular case). Our methods involve Fourier analytic techniques, and a breakthrough of Cheeger and Kleiner (2006), together with classical results of Pansu (1989) on the differentiability of Lipschitz functions on the Heisenberg group
Keywords :
Fourier analysis; Hilbert spaces; group theory; stochastic processes; Fourier analysis; Goemans-Linial conjecture; Heisenberg group; Hilbert space; Lp metrics; Lipschitz functions; integrality gap; padded stochastic decomposition; semidefinite relaxation; sparsest cut problem; Approximation algorithms; Complexity theory; Computer science; Counting circuits; Extraterrestrial measurements; Geometry; Hilbert space; NP-hard problem; Polynomials; Stochastic processes;
Conference_Titel :
Foundations of Computer Science, 2006. FOCS '06. 47th Annual IEEE Symposium on
Conference_Location :
Berkeley, CA
Print_ISBN :
0-7695-2720-5
DOI :
10.1109/FOCS.2006.47