Minimum vertex cover problems on random hypergraphs: replica symmetric solution and a leaf removal algorithm

Satoshi Takabe; Koji Hukushima

doi:10.1103/physreve.89.062139

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arXiv · 1301.5769

Minimum vertex cover problems on random hypergraphs: replica symmetric solution and a leaf removal algorithm

Satoshi Takabe·Koji Hukushima

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Abstract

We study minimum vertex cover problems on random α-uniform hypergraphs using two different approaches, a replica method in statistical mechanics of random systems and a leaf removal algorithm. It is found that there exists a phase transition at the critical average degree e/(α-1). Below the critical degree, a replica symmetric ansatz in the statistical-mechanical method holdsand the algorithm estimates a solution of the problem which coincide with that by the replica method. In contrast, above the critical degree, the replica symmetric solution becomes unstable and these methods fail to estimate the exact solution.These results strongly suggest a close relation between the replica symmetry and the performance of approximation algorithm.

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BibTeX RIS

Satoshi Takabe, Koji Hukushima. 2013-01-24. Minimum vertex cover problems on random hypergraphs: replica symmetric solution and a leaf removal algorithm. https://doi.org/10.1103/physreve.89.062139

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