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The zeta(2) limit in the random assignment problem

概率论 2007-05-23 v1 数学物理 math.MP

摘要

The random assignment (or bipartite matching) problem studies the random total cost A_n of the optimal assignment of each of n jobs to each of n machines, where the costs of the n^2 possible job-machine matches has exponential (mean 1) distribution. Mezard - Parisi (1987) used the replica method from statistical physics to argue non-rigorously that EA_n converges to zeta(2) = pi^2/6. Aldous (1992) identified the limit as the optimal solution of a matching problem on an infinite tree. Continuing that approach, we construct the optimal matching on the infinite tree. This yields a rigorous proof of the zeta(2) limit and of the conjectured limit distribution of edge-costs and their rank-orders in the optimal matching.

引用

@article{arxiv.math/0010063,
  title  = {The zeta(2) limit in the random assignment problem},
  author = {David J. Aldous},
  journal= {arXiv preprint arXiv:math/0010063},
  year   = {2007}
}

备注

45 pages