Geodesic
Approximation by finitely supported measures
ESAIM: Control, Optimisation and Calculus of Variations, Tome 18 (2012) no. 2, pp. 343-359 Cet article a éte moissonné depuis la source Numdam

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We consider the problem of approximating a probability measure defined on a metric space by a measure supported on a finite number of points. More specifically we seek the asymptotic behavior of the minimal Wasserstein distance to an approximation when the number of points goes to infinity. The main result gives an equivalent when the space is a Riemannian manifold and the approximated measure is absolutely continuous and compactly supported.

DOI : 10.1051/cocv/2010100
Classification : 49Q20, 90B85
Keywords: measures, Wasserstein distance, quantization, location problem, centroidal Voronoi tessellations 
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     author = {Kloeckner, Beno{\^\i}t},
     title = {Approximation by finitely supported measures},
     journal = {ESAIM: Control, Optimisation and Calculus of Variations},
     pages = {343--359},
     year = {2012},
     publisher = {EDP-Sciences},
     volume = {18},
     number = {2},
     doi = {10.1051/cocv/2010100},
     mrnumber = {2954629},
     zbl = {1246.49040},
     language = {en},
     url = {http://geodesic.mathdoc.fr/articles/10.1051/cocv/2010100/}
}
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Kloeckner, Benoît. Approximation by finitely supported measures. ESAIM: Control, Optimisation and Calculus of Variations, Tome 18 (2012) no. 2, pp. 343-359. doi: 10.1051/cocv/2010100

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