English

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

Data Structures and Algorithms 2008-11-25 v1 Discrete Mathematics

Abstract

For an edge-weighted connected undirected graph, the minimum kk-way cut problem is to find a subset of edges of minimum total weight whose removal separates the graph into kk connected components. The problem is NP-hard when kk is part of the input and W[1]-hard when kk is taken as a parameter. A simple algorithm for approximating a minimum kk-way cut is to iteratively increase the number of components of the graph by h1h-1, where 2hk2 \le h \le k, until the graph has kk components. The approximation ratio of this algorithm is known for h3h \le 3 but is open for h4h \ge 4. In this paper, we consider a general algorithm that iteratively increases the number of components of the graph by hi1h_i-1, where h1h2...hqh_1 \le h_2 \le ... \le h_q and i=1q(hi1)=k1\sum_{i=1}^q (h_i-1) = k-1. We prove that the approximation ratio of this general algorithm is 2(i=1q(hi2))/(k2)2 - (\sum_{i=1}^q {h_i \choose 2})/{k \choose 2}, which is tight. Our result implies that the approximation ratio of the simple algorithm is 2h/k+O(h2/k2)2-h/k + O(h^2/k^2) in general and 2h/k2-h/k if k1k-1 is a multiple of h1h-1.

Keywords

Cite

@article{arxiv.0811.3723,
  title  = {Tight Approximation Ratio of a General Greedy Splitting Algorithm for the Minimum k-Way Cut Problem},
  author = {Mingyu Xiao and Leizhen Cai and Andrew C. Yao},
  journal= {arXiv preprint arXiv:0811.3723},
  year   = {2008}
}

Comments

12 pages

R2 v1 2026-06-21T11:44:24.088Z