A Planning Problem Combining Calculus of Variations and Optimal Transport

We consider some variants of the classical optimal transport where not only one optimizes over couplings between some variables x and y but also over some control variables governing the evolutions of these variables with time. Such a situation is motivated by an assignment problem of tasks with wor...

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Veröffentlicht in:Applied mathematics & optimization 2011-02, Vol.63 (1), p.1-9
Hauptverfasser: Carlier, G., Lachapelle, A.
Format: Artikel
Sprache:eng
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Zusammenfassung:We consider some variants of the classical optimal transport where not only one optimizes over couplings between some variables x and y but also over some control variables governing the evolutions of these variables with time. Such a situation is motivated by an assignment problem of tasks with workers whose characteristics can evolve with time (and be controlled). We distinguish between the coupled and decoupled case. The coupled case is a standard optimal transport with the value of some optimal control problem as cost. The decoupled case is more involved since it is nonlinear in the transport plan.
ISSN:0095-4616
1432-0606
DOI:10.1007/s00245-010-9107-8