We propose a new approach for the study of the quadratic stochastic Euclidean bipartite matching problem between two sets of $N$ points each, $Ngg 1$. The points are supposed independently randomly generated on a domain $Omegasubsetmathbb R^d$ with a given distribution $ ho(mathbf x)$ on $Omega$. In particular, we derive a general expression for the correlation function and for the average optimal cost of the optimal matching. A previous ansatz for the matching problem on the flat hypertorus is obtained as particular case.

Quadratic Stochastic Euclidean Bipartite Matching Problem / S. Caracciolo, G. Sicuro. - In: PHYSICAL REVIEW LETTERS. - ISSN 0031-9007. - 115:23(2015 Dec). [10.1103/PhysRevLett.115.230601]

Quadratic Stochastic Euclidean Bipartite Matching Problem

S. Caracciolo
Primo
;
2015

Abstract

We propose a new approach for the study of the quadratic stochastic Euclidean bipartite matching problem between two sets of $N$ points each, $Ngg 1$. The points are supposed independently randomly generated on a domain $Omegasubsetmathbb R^d$ with a given distribution $ ho(mathbf x)$ on $Omega$. In particular, we derive a general expression for the correlation function and for the average optimal cost of the optimal matching. A previous ansatz for the matching problem on the flat hypertorus is obtained as particular case.
Physics - Statistical Mechanics; Physics - Statistical Mechanics; Physics - Disordered Systems and Neural Networks; Mathematical Physics; Mathematics - Mathematical Physics
Settore FIS/02 - Fisica Teorica, Modelli e Metodi Matematici
dic-2015
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/342033
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