Proximal Bundle Method for Contact Shape Optimization Problem

Nikola Plivova, Petr Beremlijski

Proximal Bundle Method for Contact Shape Optimization Problem

Číslo: 2/2017
Periodikum: Advances in Electrical and Electronic Engineering
DOI: 10.15598/aeee.v15i2.2320

Klíčová slova: Clarke calculus; nonsmooth optimization; proximal bundle method; shape optimization, Clarkeův počet; Metoda proximálního svazku; Optimalizaci tvaru.

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Anotace: From the mathematical point of view, the contact shape optimization is a problem of nonlinear optimization with a specific structure, which can be exploited in its solution. In this paper, we show how to overcome the difficulties related to the nonsmooth cost function by using the proximal bundle methods. We describe all steps of the solution, including linearization, construction of a descent direction, line search, stopping criterion, etc. To illustrate the performance of the presented algorithm, we solve a shape optimization problem associated with the discretized two-dimensional contact problem with Coulomb's friction.