A REPRESENTATION OF THE KANTOROVICH-FUNCTIONAL

Citation
D. Rost et C. Wieckenberg, A REPRESENTATION OF THE KANTOROVICH-FUNCTIONAL, Journal of theoretical probability, 9(1), 1996, pp. 87-103
Citations number
15
Categorie Soggetti
Statistic & Probability","Statistic & Probability
ISSN journal
08949840
Volume
9
Issue
1
Year of publication
1996
Pages
87 - 103
Database
ISI
SICI code
0894-9840(1996)9:1<87:AROTK>2.0.ZU;2-K
Abstract
This paper establishes the representation of the generalized N-dimensi onal Wasserstein distance (Kantorovich-Functional) W-c(P-1,..., P-N) : =inf {integral(SN) c(x(1),..., x(N)) d mu(x(1),..., x(N)):pi(i) mu=P-i , i=1,..., N} in the form of W-c(P-1,..., P-N) = sup{Sigma(i=1)(N) int egral(S)f(i)dP(i)}. The conditions we impose on P-i, c and f(i) enable us to follow those classical lines of arguments which lead to the Kan torovich-Rubinstein Theorem: By elementary methods we show how the res ult for an arbitrary metric space (S, d) can be derived from the case of finite S. We also apply this result and the techniques of its proof in order to obtain a fairly simple proof of Strassen's Theorem.