1. Primal-dual approximation algorithms for integral flow and multicut in trees
- Author
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Naveen Garg, Mihalis Yannakakis, and Vijay V. Vazirani
- Subjects
Discrete mathematics ,Optimization problem ,General Computer Science ,Computational complexity theory ,Applied Mathematics ,Vertex cover ,Approximation algorithm ,Multi-commodity flow problem ,Computer Science Applications ,Combinatorics ,Computer Science::Discrete Mathematics ,TheoryofComputation_ANALYSISOFALGORITHMSANDPROBLEMCOMPLEXITY ,Theory of computation ,Search problem ,Computer Science::Data Structures and Algorithms ,Time complexity ,MathematicsofComputing_DISCRETEMATHEMATICS ,Mathematics - Abstract
We study the maximum integral multicommodity flow problem and the minimum multicut problem restricted to trees. This restriction is quite rich and contains as special cases classical optimization problems such as matching and vertex cover for general graphs. It is shown that both the maximum integral multicommodity flow and the minimum multicut problem are NP-hard and MAX SNP-hard on trees, although the maximum integral flow can be computed in polynomial time if the edges have unit capacity. We present an efficient algorithm that computes a multicut and integral flow such that the weight of the multicut is at most twice the value of the flow. This gives a 2-approximation algorithm for minimum multicut and a 1/2-approximation algorithm for maximum integral multicommodity flow in trees.
- Published
- 1997
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