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Erschienen in: Journal of Combinatorial Optimization 3/2022

17.02.2020

Approximation algorithms for the maximally balanced connected graph tripartition problem

verfasst von: Guangting Chen, Yong Chen, Zhi-Zhong Chen, Guohui Lin, Tian Liu, An Zhang

Erschienen in: Journal of Combinatorial Optimization | Ausgabe 3/2022

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Abstract

Given a vertex-weighted connected graph \(G = (V, E, w(\cdot ))\), the maximally balanced connected graph k-partition (k-BGP) seeks to partition the vertex set V into k non-empty parts such that the subgraph induced by each part is connected and the weights of these k parts are as balanced as possible. When the concrete objective is to maximize the minimum (to minimize the maximum, respectively) weight of the k parts, the problem is denoted as maxmin k-BGP (minmax k-BGP, respectively), and has received much study since about four decades ago. On general graphs, maxmin k-BGP is strongly NP-hard for every fixed \(k \ge 2\), and remains NP-hard even for the vertex uniformly weighted case; when k is part of the input, the problem is denoted as maxmin BGP, and cannot be approximated within 6/5 unless P \(=\) NP. In this paper, we study the tripartition problems from approximation algorithms perspective and present a 3/2-approximation for minmax 3-BGP and a 5/3-approximation for maxmin 3-BGP, respectively. These are the first non-trivial approximation algorithms for 3-BGP, to our best knowledge.

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Fußnoten
1
I.e., obtained by moving the vertex \(u_i\) from \(V_2\) to \(V_1\).
 
2
\(G'\) is obtained by removing all the non-cut vertices of V(H) and all the edges of E(H) from the input graph G.
 
3
Note that the weights of these three parts are not sorted yet. Also, since \(G[V {\setminus } \{v_1\}]\) is connected, the bipartition \(\{V_1, V_2\}\) can be trivially obtained.
 
4
\(G'\) is obtained by removing all the non-cut vertices of V(H) and all the edges of E(H) from the input graph G.
 
5
\(G'\) is obtained by removing all the non-cut vertices of \(V(H_1) \cup V(H_2)\) and all the edges of \(E(H_1) \cup E(H_2)\) from the input graph G.
 
6
These two cut vertices were assigned the weight of the same connected component.
 
7
Note that \(G[V {\setminus } \{v_1, v_2\}]\) could be connected and, if so then \(V_3 = V {\setminus } \{v_1, v_2\}\).
 
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Metadaten
Titel
Approximation algorithms for the maximally balanced connected graph tripartition problem
verfasst von
Guangting Chen
Yong Chen
Zhi-Zhong Chen
Guohui Lin
Tian Liu
An Zhang
Publikationsdatum
17.02.2020
Verlag
Springer US
Erschienen in
Journal of Combinatorial Optimization / Ausgabe 3/2022
Print ISSN: 1382-6905
Elektronische ISSN: 1573-2886
DOI
https://doi.org/10.1007/s10878-020-00544-w

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