Random Assignment Problems on 2d Manifolds

We consider the assignment problem between two sets of N random points on a smooth, two-dimensional manifold Ω of unit area. It is known that the average cost scales as E Ω ( N ) ∼ 1 / 2 π ln N with a correction that is at most of order ln N ln ln N . In this paper, we show that, within the lineariz...

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Veröffentlicht in:Journal of statistical physics 2021-05, Vol.183 (2), Article 34
Hauptverfasser: Benedetto, D., Caglioti, E., Caracciolo, S., D’Achille, M., Sicuro, G., Sportiello, A.
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Sprache:eng
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Zusammenfassung:We consider the assignment problem between two sets of N random points on a smooth, two-dimensional manifold Ω of unit area. It is known that the average cost scales as E Ω ( N ) ∼ 1 / 2 π ln N with a correction that is at most of order ln N ln ln N . In this paper, we show that, within the linearization approximation of the field-theoretical formulation of the problem, the first Ω -dependent correction is on the constant term, and can be exactly computed from the spectrum of the Laplace–Beltrami operator on Ω . We perform the explicit calculation of this constant for various families of surfaces, and compare our predictions with extensive numerics.
ISSN:0022-4715
1572-9613
DOI:10.1007/s10955-021-02768-4