AN APPROXIMATE MAX-FLOW MIN-CUT RELATION FOR UNDIRECTED MULTICOMMODITY FLOW, WITH APPLICATIONS

被引:35
作者
KLEIN, P
RAO, S
AGRAWAL, A
RAVI, R
机构
[1] BROWN UNIV, DEPT COMP SCI, PROVIDENCE, RI 02912 USA
[2] EXA CORP, CAMBRIDGE, MA 02140 USA
[3] NEC RES INST, PRINCETON, NJ 08540 USA
[4] RUTGERS STATE UNIV, CTR DIMACS, PISCATAWAY, NJ 08855 USA
关键词
D O I
10.1007/BF01200755
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
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 of O(log C log D), where C is the sum of all finite capacities and D is the sum of demands. Moreover, our theorem yields an algorithm for finding a cut that is approximately minimum relative 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-CNF= formula, via minimization, and other problems. We also generalize the theorem to hypergraph networks; using this generalization, we can handle CNF= clauses with an arbitrary number of literals per clause.
引用
收藏
页码:187 / 202
页数:16
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