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The Cartographer
A Maximum Edge-Weight Clique Extraction Algorithm Based on Branch-and-Bound
October 24, 2018 Β· Declared Dead Β· π Discrete Optimization
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Authors
Satoshi Shimizu, Kazuaki Yamaguchi, Sumio Masuda
arXiv ID
1810.10258
Category
cs.DS: Data Structures & Algorithms
Citations
12
Venue
Discrete Optimization
Last Checked
4 months ago
Abstract
The maximum edge-weight clique problem is to find a clique whose sum of edge-weight is the maximum for a given edge-weighted undirected graph. The problem is NP-hard and some branch-and-bound algorithms have been proposed. In this paper, we propose a new exact algorithm based on branch-and-bound. It assigns edge-weights to vertices and calculates upper bounds using vertex coloring. By some computational experiments, we confirmed our algorithm is faster than previous algorithms.
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