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2016

Approximating the minimum hub cover problem on planar graphs

1 years 6 months ago
Approximating the minimum hub cover problem on planar graphs
We study an approximation algorithm with a performance guarantee to solve a new NP-hard optimization problem on planar graphs. The problem, which is referred to as the minimum hub cover problem, has recently been introduced to the literature to improve query processing over large graph databases. Planar graphs also arise in various graph query processing applications, such as; biometric identification, image classification, object recognition, and so on. Our algorithm is based on a well-known graph decomposition technique that partitions the graph into a set of outerplanar graphs and provides an approximate solution with a proven performance ratio. We conduct a comprehensive computational experiment to investigate the empirical performance of the algorithm. Computational results demonstrate that the empirical performance of the algorithm surpasses its guaranteed performance. We also apply the same decomposition approach to develop a decomposition-based heuristic, which is much more ...
Belma Yelbay, S. Ilker Birbil, Kerem Bülb&uum
Added 08 Apr 2016
Updated 08 Apr 2016
Type Journal
Year 2016
Where OL
Authors Belma Yelbay, S. Ilker Birbil, Kerem Bülbül, Hasan M. Jamil
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