Back to Search Start Over

O(√log n) APPROXIMATION TO SPARSEST CUT IN ō(n2) TIME.

Authors :
Arora, Sanjeev
Hazan, Elad
Kale, Satyen
Source :
SIAM Journal on Control & Optimization; 2010, Vol. 48 Issue 5, p1748-1771, 24p
Publication Year :
2010

Abstract

This paper shows how to compute O(√log n)-approximations to the Sparsest Cut and Balanced Separator problems in Õ(n²) time, thus improving upon the recent algorithm of Arora, Rao, and Vazirani [Proceedings of the 36th Annual ACM Symposium on Theory of Computing, 2004, pp. 222-231]. Their algorithm uses semidefinite programming and requires Õ (n<superscript>9.5</superscript>) time. Our algorithm relies on efficiently finding expander flows in the graph and does not solve semidefinite programs. The existence of expander flows was also established by Arora, Rao, and Vazirani [Proceedings of the 36th Annual ACM Symposium on Theory of Computing, 2004, pp. 222-231]. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03630129
Volume :
48
Issue :
5
Database :
Complementary Index
Journal :
SIAM Journal on Control & Optimization
Publication Type :
Academic Journal
Accession number :
49188411
Full Text :
https://doi.org/10.1137/080731049