Random Assignment Problems on 2d Manifolds
Abstract
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 EΩ(N ) ∼1 /2 π lnN with a correction that is at most of order √{lnN lnlnN }. 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.
- Publication:
-
Journal of Statistical Physics
- Pub Date:
- May 2021
- DOI:
- 10.1007/s10955-021-02768-4
- arXiv:
- arXiv:2008.01462
- Bibcode:
- 2021JSP...183...34B
- Keywords:
-
- matching;
- assignment;
- random optimization problems;
- optimal transportation;
- finite-size corrections;
- disorder;
- Mathematical Physics;
- Condensed Matter - Disordered Systems and Neural Networks;
- Mathematics - Probability
- E-Print:
- 34 pages, 7 figures