Tight Approximation Ratio of a General Greedy Splitting Algorithm for the Minimum k‐Way Cut Problem

Tight Approximation Ratio of a General Greedy Splitting Algorithm for the Minimum k‐Way Cut Problem

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Article ID: iaor20112410
Volume: 59
Issue: 4
Start Page Number: 510
End Page Number: 520
Publication Date: Apr 2011
Journal: Algorithmica
Authors: , ,
Keywords: greedy algorithms, minimum cuts, NP-hard, approximation algorithms
Abstract:

For an edge‐weighted connected undirected graph, the minimum k‐way cut problem is to find a subset of edges of minimum total weight whose removal separates the graph into k connected components. The problem is NP‐hard when k is part of the input and W[1]‐hard when k is taken as a parameter. A simple algorithm for approximating a minimum k‐way cut is to iteratively increase the number of components of the graph by h-1, where 2≤hk, until the graph has k components. The approximation ratio of this algorithm is known for h≤3 but is open for h≥4. In this paper, we consider a general algorithm that successively increases the number of components of the graph by h i -1, where 2≤h 1h 2h q and Σ i=1 q (h i -1)=k-1. We prove that the approximation ratio of this general algorithm is 2 ( Σ i = 1 q h i choose 2 ) / k choose 2 equ1, which is tight. Our result implies that the approximation ratio of the simple iterative algorithm is 2-h/k+O(h 2/k 2) in general and 2-h/k if k-1 is a multiple of h-1.

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