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The Mordukhovich coderivative and the local metric regularity of the solution map to a parametric discrete optimal control problem - MaRDI portal

The Mordukhovich coderivative and the local metric regularity of the solution map to a parametric discrete optimal control problem (Q1696190)

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scientific article; zbMATH DE number 6838519
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English
The Mordukhovich coderivative and the local metric regularity of the solution map to a parametric discrete optimal control problem
scientific article; zbMATH DE number 6838519

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    The Mordukhovich coderivative and the local metric regularity of the solution map to a parametric discrete optimal control problem (English)
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    14 February 2018
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    A linear stochastic control system with scalar controls constrained to remain in prescribed intervals is considered. The objective is to minimize a finite horizon cost with nonlinear, noisy running cost and a nonlinear deterministic terminal cost on a finite horizon. This is mapped to a constrained optimization problem analyzed using methods of set-valued variational analysis. The notions of Mordukovich normal cone and Mordukovich coderivative are introduced and used for formulating optimality conditions in terms of a `parametric variational inequality'. An explicit formula for the Mordukovich coderivative is derived and illustrated with an example. The notion of `local metric regularity in the sense of Robinson' for the solution map is defined in terms of the above and verified for the control problem under consideration.
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    parametric dynamic programming
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    discrete time control
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    Mordukovich coderivative
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    local metric regularity
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    variational analysis
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