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Theory of Stochastic Processes, 2016, Volume 21(37), Issue 2, Pages 22–28 (Mi thsp160)  

Remarks on mass transportation minimizing expectation of a minimum of affine functions

Alexander V. Kolesnikov, Nikolay Lysenko

Higher School of Economics, Moscow, Russia
References:
Abstract: We study the Monge–Kantorovich problem with one-dimensional marginals $\mu$ and $\nu$ and the cost function $c = \min\{l_1, \ldots, l_n\}$ that equals the minimum of a finite number $n$ of affine functions $l_i$ satisfying certain non-degeneracy assumptions. We prove that the problem is equivalent to a finite-dimensional extremal problem. More precisely, it is shown that the solution is concentrated on the union of $n$ products $I_i \times J_i$, where $\{I_i\}$ and $\{J_i\}$ are partitions of the real line into unions of disjoint connected sets. The families of sets $\{I_i\}$ and $\{J_i\}$ have the following properties: 1) $c=l_i$ on $I_i \times J_i$, 2) $\{I_i\}, \{J_i\}$ is a couple of partitions solving an auxiliary $n$-dimensional extremal problem. The result is partially generalized to the case of more than two marginals.
Keywords: Monge–Kantorovich problem, concave cost functions.
Funding agency Grant number
Russian Foundation for Basic Research 17-01-00662
Deutsche Forschungsgemeinschaft RO 1195/12-1
National Research University Higher School of Economics 17-01-0102
This study was supported by the RFBR project 17-01-00662 and the DFG project RO 1195/12-1. The article was prepared within the framework of the Academic Fund Program at the National Research University Higher School of Economics (HSE) in 2017–2018 (Grant No 17-01-0102) and by the Russian Academic Excellence Project “5-100”.
Bibliographic databases:
Document Type: Article
MSC: 49K35
Language: English
Citation: Alexander V. Kolesnikov, Nikolay Lysenko, “Remarks on mass transportation minimizing expectation of a minimum of affine functions”, Theory Stoch. Process., 21(37):2 (2016), 22–28
Citation in format AMSBIB
\Bibitem{KolLys16}
\by Alexander V. Kolesnikov, Nikolay Lysenko
\paper Remarks on mass transportation minimizing expectation of a minimum of affine functions
\jour Theory Stoch. Process.
\yr 2016
\vol 21(37)
\issue 2
\pages 22--28
\mathnet{http://mi.mathnet.ru/thsp160}
\mathscinet{https://mathscinet.ams.org/mathscinet-getitem?mr=3662593}
\zmath{https://zbmath.org/?q=an:1374.49038}
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