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On \(\epsilon\)-optimal continuous selectors and their application in discounted dynamic programming - MaRDI portal

On \(\epsilon\)-optimal continuous selectors and their application in discounted dynamic programming (Q1078075)

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scientific article; zbMATH DE number 3959134
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English
On \(\epsilon\)-optimal continuous selectors and their application in discounted dynamic programming
scientific article; zbMATH DE number 3959134

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    On \(\epsilon\)-optimal continuous selectors and their application in discounted dynamic programming (English)
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    1987
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    Let X, Y be topological spaces, \(\phi: X\to 2^ Y\) a multifunction, and u a real-valued function defined on the graph of \(\phi\). We give sufficient conditions for the existence of a continuous selector f for \(\phi\) such that \(u(x,f(x))\geq \sup \{u(x,y):\) \(y\in \phi (x)\}- \epsilon\), \(x\in X\), where \(\epsilon >0\). This result is applied to the stochastic discounted dynamic programming problem. We establish the existence of an \(\epsilon\)-optimal continuous stationary policy.
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    existence of a continuous selector
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    stochastic discounted dynamic programming
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    \(\epsilon\)-optimal continuous stationary policy
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    parametric optimization
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    qualitative stability
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