Explicit expressions and computational methods for the Fortet-Mourier distance of positive measures to finite weighted sums of Dirac measures

被引:1
作者
Hille, Sander C. [1 ]
Theewis, Esmee S. [2 ]
机构
[1] Leiden Univ, Math Inst, POB 9512, NL-2300 RA Leiden, Netherlands
[2] Delft Univ Technol, Delft Inst Appl Math, POB 5031, NL-2600 GA Delft, Netherlands
关键词
Fortet-Mourier norm; Borel measure; Metric space; Linear and convex optimization; Fermat-Weber problem; SURVIVAL; FITTEST;
D O I
10.1016/j.jat.2023.105947
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Explicit expressions and computational approaches are given for the Fortet-Mourier distance between a positively weighted sum of Dirac measures on a metric space and a positive finite Borel measure. Explicit expressions are given for the distance to a single Dirac measure. For the case of a sum of several Dirac measures one needs to resort to a computational approach. In particular, two algorithms are given to compute the Fortet-Mourier norm of a molecular measure, i.e. a finite weighted sum of Dirac measures. It is discussed how one of these can be modified to allow computation of the dual bounded Lipschitz (or Dudley) norm of such measures.& COPY; 2023 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
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页数:20
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