Random Euclidean matching problems in one dimension

被引:10
作者
Caracciolo, Sergio [1 ,2 ]
D'Achille, Matteo [1 ,2 ]
Sicuro, Gabriele [3 ]
机构
[1] Univ Milan, Dipartimento Fis, Via Celoria 16, I-20133 Milan, Italy
[2] INFN, Via Celoria 16, I-20133 Milan, Italy
[3] Sapienza Univ Roma, Dipartimento Fis, Ple A Moro 2, I-00185 Rome, Italy
关键词
ASSIGNMENT; OPTIMIZATION;
D O I
10.1103/PhysRevE.96.042102
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We discuss the optimal matching solution for both the assignment problem and the matching problem in one dimension for a large class of convex cost functions. We consider the problem in a compact set with the topology both of the interval and of the circumference. Afterwards, we assume the points' positions to be random variables identically and independently distributed on the considered domain. We analytically obtain the average optimal cost in the asymptotic regime of very large number of points N and some correlation functions for a power-law-type cost function in the form c(z) = z(p), both in the p > 1 case and in the p < 0 case. The scaling of the optimal mean cost with the number of points is N-p/2 for the assignment and N-p for the matching when p > 1, whereas in both cases it is a constant when p < 0. Finally, our predictions are compared with the results of numerical simulations.
引用
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页数:20
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