Stability of discrete approximations and necessary optimality conditions for delay-differential inclusions

Stability of discrete approximations and necessary optimality conditions for delay-differential inclusions

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Article ID: iaor20021321
Country: Netherlands
Volume: 101
Issue: 1
Start Page Number: 149
End Page Number: 170
Publication Date: Jan 2001
Journal: Annals of Operations Research
Authors: ,
Abstract:

This paper is devoted to the study of optimization problems for dynamical systems governed by constrained delay-differential inclusions with generally nonsmooth and nonconvex data. We provide a variational analysis of the dynamic optimization problems based on their data perturbations that involve finite-difference approximations of time-derivatives matched with the corresponding perturbations of end-point constraints. The key issue of such an analysis is the justification of an appropriate strong stability of optimal solutions under finite-dimensional discrete approximations. We establish the required pointwise convergence of optimal solutions and obtain necessary optimality conditions for delay-differential inclusions in intrinsic Euler–Lagrange and Hamilton forms involving nonconvex-valued subdifferentials and coderivatives of the initial data.

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