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OPTIMIZATION PROBLEMS IN MASS TRANSPORTATION THEORY ...

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The Kantorovich formulation can be seenas the relaxation of the Monge problem; indeed,if f + is nonatomic we havemin(Kantorovich) = inf(Monge).The existence of an optimal transport mapis a rather delicate question. The first (incomplete)proof is due to Sudakov (1979);various different proofs have been givenby Evans-Gangbo (1999), Trudinger-Wang(2001), Caffarelli-Feldman-McCann (2002),Ambrosio (2003).Wasserstein distance of exponent p: replace( ∫ ) 1/p.the cost byX×X dp (x, y) dγ(x, y)Most of the results remain valid for moregeneral cost functions c(x, y).7

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