Max-min weight balanced connected partition |
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Authors: | Lele Wang Zhao Zhang Di Wu Weili Wu Lidan Fan |
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Affiliation: | 1. College of Mathematics and System Sciences, Xinjiang University, Urumqi, 830046, Xinjiang, People’s Republic of China 2. Department of Computer Science, University of Texas at Dallas, Richardson, TX, 75080, USA
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Abstract: | For a connected graph $G=(V,E)$ and a positive integral vertex weight function $w$ , a max-min weight balanced connected $k$ -partition of $G$ , denoted as $BCP_k$ , is a partition of $V$ into $k$ disjoint vertex subsets $(V_1,V_2,ldots ,V_k)$ such that each $G[V_i]$ (the subgraph of $G$ induced by $V_i$ ) is connected, and $min _{1le ile k}{w(V_i)}$ is maximum. Such a problem has a lot of applications in image processing and clustering, and was proved to be NP-hard. In this paper, we study $BCP_k$ on a special class of graphs: trapezoid graphs whose maximum degree is bounded by a constant. A pseudo-polynomial time algorithm is given, based on which an FPTAS is obtained for $k=2,3,4$ . A step-stone for the analysis of the FPTAS depends on a lower bound for the optimal value of $BCP_k$ in terms of the total weight of the graph. In providing such a lower bound, a byproduct of this paper is that any 4-connected trapezoid graph on at least seven vertices has a 4-contractible edge, which may have a value in its own right. |
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