Methods for determining cycles of a specific length in undirected graphs with edge weights

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作者
R. Lewis
P. Corcoran
A. Gagarin
机构
[1] Cardiff University,School of Mathematics
[2] Cardiff University,School of Computer Science and Informatics
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关键词
Graph theory; Cycles; Integer programming; Local search; Great deluge;
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摘要
In this paper, we consider the NP\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${{\mathcal{N}\mathcal{P}}}$$\end{document}-hard problem of determining fixed-length cycles in undirected edge-weighted graphs. Two solution methods are proposed, one based on integer programming (IP) and one that uses bespoke local search operators. These methods are executed under a common algorithmic framework that seeks to partition problem instances into a series of smaller sub-problems. Large-scale empirical tests indicate that the local search algorithm is generally preferable to IP, even with short run times. However, it can still produce suboptimal solutions, even with relatively small graphs.
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