## Abstract This article presents a new area of application for Automatic Differentiation (AD): Computing parametric sensitivities for optimization problems. For an optimization problem containing parameters which are not among the optimization variables, the term parametric sensitivity refers to t
Differential stability of solutions to parametric optimization problems
β Scribed by Murali Rao; Jan Sokolowski
- Publisher
- John Wiley and Sons
- Year
- 1991
- Tongue
- English
- Weight
- 578 KB
- Volume
- 14
- Category
- Article
- ISSN
- 0170-4214
No coin nor oath required. For personal study only.
β¦ Synopsis
Communicated by B. Brosowski
A method for the differential stability of solutions to a class of parametric optimization problems is proposed. Any solution of the parametric optimization problem is given as a fixed point of the metric projection onto the set of admissible coefficients. A new result on the differential stability of the metric projection in Sobolev space H2(f2) onto a set of admissible parameters is obtained. The stability results with respect to perturbations of observations for the solutions to a coefficient estimation problem for a second-order elliptic equation are derived.
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