We consider two formulations of the random-link fractional matching problem, a relaxed version of the more standard random-link (integer) matching problem. In one formulation, we allow each node to be linked to itself in the optimal matching configuration. In the other one, on the contrary, such a link is forbidden. Both problems have the same asymptotic average optimal cost of the random-link matching problem on the complete graph. Using a replica approach and previous results of Wastlund (2010 Acta Mathematica 204 91150), we analytically derive the finite-size corrections to the asymptotic optimal cost. We compare our results with numerical simulations and we discuss the main differences between random-link fractional matching problems and the random-link matching problem.

The random fractional matching problem / C. Lucibello, E.M. Malatesta, G. Parisi, G. Sicuro. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - (2018 Mar), pp. 053301.1-053301.26. [10.1088/1742-5468/aabbc8]

The random fractional matching problem

E.M. Malatesta;
2018

Abstract

We consider two formulations of the random-link fractional matching problem, a relaxed version of the more standard random-link (integer) matching problem. In one formulation, we allow each node to be linked to itself in the optimal matching configuration. In the other one, on the contrary, such a link is forbidden. Both problems have the same asymptotic average optimal cost of the random-link matching problem on the complete graph. Using a replica approach and previous results of Wastlund (2010 Acta Mathematica 204 91150), we analytically derive the finite-size corrections to the asymptotic optimal cost. We compare our results with numerical simulations and we discuss the main differences between random-link fractional matching problems and the random-link matching problem.
cavity and replica method; optimization under uncertainty; optimization over networks
Settore FIS/02 - Fisica Teorica, Modelli e Metodi Matematici
   Meccanica statistica e complessità
   MINISTERO DELL'ISTRUZIONE E DEL MERITO
   2015K7KK8L_002
mar-2018
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/574030
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