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Approximation and Estimation Bounds for Subsets of Reproducing Kernel Kreǐn Spaces

✍ Scribed by Giorgio Gnecco

Book ID
120754160
Publisher
Springer US
Year
2013
Tongue
English
Weight
266 KB
Volume
39
Category
Article
ISSN
1370-4621

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Many nonlinear optimal control and estimation problems can be formulated as Tikhonov variational problems in an infinite dimensional reproducing kernel Hilbert space. This paper shows that any closed ball contained in such spaces is compact in the sup-norm topology. This result is exploited to obtai