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...
Gespeichert in:
Veröffentlicht in: | Journal of statistical physics 2021-05, Vol.183 (2), Article 34 |
---|---|
Hauptverfasser: | , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
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 |