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RAIRO Oper. Res. 40 (2006) 1-17
DOI: 10.1051/ro:2006011
Numerical solutions of the mass transfer problem
Serge Dubuc1 and Issa Kagabo21 Département de mathématiques et de statistique, Université de Montréal, C.P. 6128, Succ. Centre-Ville, Montréal, H3C 3J7, Canada; dubucs@dms.umontreal.ca
2 Department of Mathematics, Columbia Union College, 7600 Flower Avenue, Takoma Park, MD, 20912, USA; ikagabo@cuc.edu
(Received December 10, 2003. Accepted November 7, 2005. / Published online: 1 July 2006)
Abstract
Let
and
be two probability measures on the real line and
let c be a lower semicontinuous function on the plane. The mass
transfer problem consists in determining a measure
whose
marginals coincide with
and
, and whose total cost
is minimum. In this paper we present
three algorithms to solve numerically this Monge-Kantorovitch problem
when the commodity being shipped is one-dimensional and not
necessarily confined to a bounded interval. We illustrate these
numerical methods and determine the convergence rate.
Key words: Continuous programming, transportation, mass transfer, optimization.
© EDP Sciences 2006
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