We consider the assignment problem between two sets ofNrandom points on a smooth, two-dimensional manifoldof unit area. It is known that the average cost scales asE(N)∼1/2πlnNwith a correction that is at most of order√lnNln lnN. In this paper, we show that,within the linearization approximation of the field-theoretical formulation of the problem,the first-dependent correction is on the constant term, and can be exactly computed fromthe spectrum of the Laplace–Beltrami operator on. We perform the explicit calculation ofthis constant for various families of surfaces, and compare our predictions with extensivenumerics.

Random Assignment Problems on 2d Manifolds / Benedetto, Dario; Caglioti, Emanuele; Caracciolo, Sergio; D’Achille, Matteo.; Sicuro, Gabriele; Sportiello, Andrea. - In: JOURNAL OF STATISTICAL PHYSICS. - ISSN 0022-4715. - 183:2(2021), pp. 1-40. [10.1007/s10955-021-02768-4]

Random Assignment Problems on 2d Manifolds

Dario Benedetto;Emanuele Caglioti;
2021

Abstract

We consider the assignment problem between two sets ofNrandom points on a smooth, two-dimensional manifoldof unit area. It is known that the average cost scales asE(N)∼1/2πlnNwith a correction that is at most of order√lnNln lnN. In this paper, we show that,within the linearization approximation of the field-theoretical formulation of the problem,the first-dependent correction is on the constant term, and can be exactly computed fromthe spectrum of the Laplace–Beltrami operator on. We perform the explicit calculation ofthis constant for various families of surfaces, and compare our predictions with extensivenumerics.
2021
matching; assignment; random optimization problems; optimal transportation; finite-size corrections; disorde
01 Pubblicazione su rivista::01a Articolo in rivista
Random Assignment Problems on 2d Manifolds / Benedetto, Dario; Caglioti, Emanuele; Caracciolo, Sergio; D’Achille, Matteo.; Sicuro, Gabriele; Sportiello, Andrea. - In: JOURNAL OF STATISTICAL PHYSICS. - ISSN 0022-4715. - 183:2(2021), pp. 1-40. [10.1007/s10955-021-02768-4]
File allegati a questo prodotto
File Dimensione Formato  
Benedetto_Random-assignment_2021.pdf

accesso aperto

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 1.83 MB
Formato Adobe PDF
1.83 MB Adobe PDF

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1556360
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 5
  • ???jsp.display-item.citation.isi??? 3
social impact