We analytically derive, in the context of the replica formalism, the first finite-size corrections to the average optimal cost in the random assignment problem for a quite generic distribution law for the costs. We show that, when moving from a power-law distribution to a Γ distribution, the leading correction changes both in sign and in its scaling properties. We also examine the behavior of the corrections when approaching a δ-function distribution. By using a numerical solution of the saddle-point equations, we provide predictions that are confirmed by numerical simulations.

Finite-size corrections in the random assignment problem / S. Caracciolo, M.P. D'Achille, E.M. Malatesta, G. Sicuro. - In: PHYSICAL REVIEW. E. - ISSN 2470-0045. - 95:5-1(2017 May), pp. 052129.1-052129.15.

Finite-size corrections in the random assignment problem

S. Caracciolo
Primo
;
E.M. Malatesta
Penultimo
;
2017

Abstract

We analytically derive, in the context of the replica formalism, the first finite-size corrections to the average optimal cost in the random assignment problem for a quite generic distribution law for the costs. We show that, when moving from a power-law distribution to a Γ distribution, the leading correction changes both in sign and in its scaling properties. We also examine the behavior of the corrections when approaching a δ-function distribution. By using a numerical solution of the saddle-point equations, we provide predictions that are confirmed by numerical simulations.
Physics - Disordered Systems and Neural Networks; Physics - Disordered Systems and Neural Networks
Settore FIS/02 - Fisica Teorica, Modelli e Metodi Matematici
mag-2017
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/511999
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