| Graph partitioning using single commodity flows |
| Full text |
Pdf
(131 KB)
|
| Source
|
Annual ACM Symposium on Theory of Computing
archive
Proceedings of the thirty-eighth annual ACM symposium on Theory of computing
table of contents
Seattle, WA, USA
SESSION: Session 10A
table of contents
Pages: 385 - 390
Year of Publication: 2006
ISBN:1-59593-134-1
|
|
Authors
|
|
| Sponsors |
|
| Publisher |
|
| Bibliometrics |
Downloads (6 Weeks): 16, Downloads (12 Months): 120, Citation Count: 1
|
|
|
ABSTRACT
We show that the sparsest cut in graphs can be approximated within O(log2 n) factor in Õ(n3/2) time using polylogarithmic single commodity max-flow computations. Previous algorithms are based on multicommodity flows which take time Õ(n2). Our algorithm iteratively employs max-flow computations to embed an expander flow, thus providing a certificate of expansion. Our technique can also be extended to yield an O(log2 n) (pseudo) approximation algorithm for the edge-separator problem with a similar running time.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
| |
1
|
Ravindra K. Ahuja , Thomas L. Magnanti , James B. Orlin, Network flows: theory, algorithms, and applications, Prentice-Hall, Inc., Upper Saddle River, NJ, 1993
|
| |
2
|
N. Alon and V. Milman. λ1, isoperimetric inequalities for graphs, and superconcentrators. Journal of Combinatorial Theory, Series B, 38:73--88, 1985.
|
| |
3
|
|
 |
4
|
Sanjeev Arora , Satish Rao , Umesh Vazirani, Expander flows, geometric embeddings and graph partitioning, Proceedings of the thirty-sixth annual ACM symposium on Theory of computing, p.222-231, June 13-16, 2004, Chicago, IL, USA
[doi> 10.1145/1007352.1007355]
|
 |
5
|
|
| |
6
|
W. Donath and A. J. Hoffman. Lower bounds for partitioning of graphs. IBM J. Res. Develop., 17:420--425, 1973.
|
 |
7
|
|
| |
8
|
|
 |
9
|
George Karypis , Rajat Aggarwal , Vipin Kumar , Shashi Shekhar, Multilevel hypergraph partitioning: application in VLSI domain, Proceedings of the 34th annual conference on Design automation, p.526-529, June 09-13, 1997, Anaheim, California, United States
[doi> 10.1145/266021.266273]
|
| |
10
|
|
| |
11
|
B. Kernighan and S. Lin. An effective heuristic procedure for partitioning graphs. The Bell System Technical Journal, pages 291--308, 1970.
|
| |
12
|
K. Lang. Finding good nearly balanced cuts in power law graphs. Manuscript, 2004.
|
| |
13
|
|
 |
14
|
|
| |
15
|
|
 |
16
|
Daniel A. Spielman , Shang-Hua Teng, Nearly-linear time algorithms for graph partitioning, graph sparsification, and solving linear systems, Proceedings of the thirty-sixth annual ACM symposium on Theory of computing, June 13-16, 2004, Chicago, IL, USA
[doi> 10.1145/1007352.1007372]
|
| |
17
|
R. Tanner. Explicit concentrators from generalized n-gons. SIAM J. Alg. Disc. Methods, 5:287--293, 1984.
|
|