A Divide‐and‐Conquer Approach to the Minimum k ‐Way Cut Problem

A Divide‐and‐Conquer Approach to the Minimum k ‐Way Cut Problem

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Article ID: iaor20121083
Volume: 32
Issue: 2
Start Page Number: 262
End Page Number: 276
Publication Date: Feb 2002
Journal: Algorithmica
Authors: , ,
Keywords: heuristics, optimization
Abstract:

This paper presents algorithms for computing a minimum 3 ‐way cut and a minimum 4 ‐way cut of an undirected weighted graph G . Let G=(V, E) be an undirected graph with n vertices, m edges, and positive edge weights. Goldschmidt and Hochbaum presented an algorithm for the minimum k ‐way cut problem with fixed k , that requires O(n 4 ) and O(n 6 ) maximum flow computations, respectively, to compute a minimum 3 ‐way cut and a minimum 4 ‐way cut of G . In this paper we first show some properties on minimum 3 ‐way cuts and minimum 4 ‐way cuts, which indicate a recursive structure of the minimum k ‐way cut problem when k = 3 and 4 . Then, based on those properties, we give divide‐and‐conquer algorithms for computing a minimum 3 ‐way cut and a minimum 4 ‐way cut of G , which require O(n 3 ) and O(n 4 ) maximum flow computations, respectively.

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