4.4 Article

O(root log n) APPROXIMATION TO SPARSEST CUT IN (O)over-bar(n(2)) TIME

期刊

SIAM JOURNAL ON COMPUTING
卷 39, 期 5, 页码 1748-1771

出版社

SIAM PUBLICATIONS
DOI: 10.1137/080731049

关键词

graph partitioning; expander flows; multiplicative weights

资金

  1. David and Lucile Packard Fellowship
  2. NSF [CCR 0205594, CCR 0098180, MSPA-MCS 0528414]

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This paper shows how to compute O(root log n)-approximations to the SPARSEST CUT and BALANCED SEPARATOR problems in (O) over tilde (n(2)) 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 (O) over tilde (n(9.5)) 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].

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