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An approximate max-flow min-cut relation for undirected multicommodity flow,with applications
Authors:Philip Klein  Satish Rao  Ajit Agrawal  R. Ravi
Affiliation:(1) Department of Computer Science, Brown University, 02912 Providence, RI, USA;(2) NEC Research Institute, 4 Independence Way, 08540 Princeton, NJ, USA;(3) Exa Corporation, 125 Cambridge Park Drive, 02140 Cambridge, MA;(4) DIMACS Center, Rutgers University, P. O. Box 1170, 08855-1179 Piscataway, NJ, USA;(5) Present address: Brown University, Providence, RI;(6) Present address: NEC Research Institute, Princeton, NJ
Abstract:
In this paper, we prove the first approximate max-flow min-cut theorem for undirected multicommodity flow. We show that for a feasible flow to exist in a multicommodity problem, it is sufficient that every cut's capacity exceeds its demand by a factor ofO(logClogD), whereC is the sum of all finite capacities andD is the sum of demands. Moreover, our theorem yields an algorithm for finding a cut that is approximately minimumrelative to the flow that must cross it. We use this result to obtain an approximation algorithm for T. C. Hu's generalization of the multiway-cut problem. This algorithm can in turn be applied to obtain approximation algorithms for minimum deletion of clauses of a 2-CNFequiv formula, via minimization, and other problems. We also generalize the theorem to hypergraph networks; using this generalization, we can handle CNFequiv clauses with an arbitrary number of literals per clause.Most of the results in this paper were presented in preliminary form in ldquoApproximation through multicommodity flowrdquo,Proceedings, 31th Annual Symposium on Foundations of Computer Science (1990), pp. 726–737.Research supported by the National Science Foundation under NSF grant CDA 8722809, by the Office of Naval and the Defense Advanced Research Projects Agency under contract N00014-83-K-0146, and ARPA Order No. 6320, Amendament 1.Research supported by NSF grant CCR-9012357 and by an NSF Presidential Young Investigator Award.
Keywords:68 Q 25  68 R 10  90 C 08  90 C 27
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