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Comparative Properties of Three Metrics in the Space of Compact Convex Sets
Authors:Phil Diamond  Peter Kloeden  Alexander Rubinov and Alexander Vladimirov
Institution:(1) Mathematics Department, University of Queensland, 4072, Australia;(2) School of Information Technology and Mathematical Sciences, University of Ballarat, Ballarat, Victoria, 3353, Australia
Abstract:Along with the Hausdorff metric, we consider two other metrics on the space of convex sets, namely, the metric induced by the Demyanov difference of convex sets and the Bartels–Pallaschke metric. We describe the hierarchy of these three metrics and of the corresponding norms in the space of differences of sublinear functions. The completeness of corresponding metric spaces is demonstrated. Conditions of differentiability of convex-valued maps of one variable with respect to these metrics are proved for some special cases. Applications to the theory of convex fuzzy sets are given.
Keywords:space of convex sets  Demyanov difference  Bartels–  Pallaschke metric  derivative of set-valued function  convex fuzzy set
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