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Limit Laws for the Optimal Directed Tree with Random Costs

Published online by Cambridge University Press:  01 September 1997

JENNIE C. HANSEN
Affiliation:
Actuarial Mathematics and Statistics Department, Heriot-Watt University, Edinburgh, Scotland(e-mail: jennie@ma.hw.ac.uk)

Abstract

Suppose that [Cscr ]={cij[ratio ]i, j[ges ]1} is a collection of i.i.d. nonnegative continuous random variables and suppose T is a rooted, directed tree on vertices labelled 1,2,[ctdot ],n. Then the ‘cost’ of T is defined to be c(T)=[sum ] (i,j)∈Tcij, where (i, j) denotes the directed edge from i to j in the tree T. Let Tn denote the ‘optimal’ tree, i.e. c(Tn) =min{c(T)[ratio ]T is a directed, rooted tree in with n vertices}. We establish general conditions on the asymptotic behaviour of the moments of the order statistics of the variables c11, c12, [ctdot ], cin which guarantee the existence of sequences {an}, {bn}, and {dn} such that b−1n (c(Tn)−an) →N(0, 1) in distribution, d−1nc(Tn)→1 in probability, and d−1nE(c(Tn))→1 as n→∞, and we explicitly determine these sequences. The proofs of the main results rely upon the properties of general random mappings of the set {1, 2, [ctdot ], n} into itself. Our results complement and extend those obtained by McDiarmid [9] for optimal branchings in a complete directed graph.

Type
Research Article
Copyright
1997 Cambridge University Press

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