Shape optimisation with nonsmooth cost functions: from theory to numerics
Abstract
This paper is concerned with the study of a class of nonsmooth cost functions subject to a quasi-linear PDE in Lipschitz domains in dimension two. We derive the Eulerian semi-derivative of the cost function by employing the averaged adjoint approach and maximal elliptic regularity. Furthermore we characterise stationary points and show how to compute steepest descent direc- tions theoretically and practically. Finally, we present some numerical results for a simple toy problem and compare them with the smooth case. We also compare the convergence rates and obtain higher rates in the nonsmooth case.
- Publication:
-
arXiv e-prints
- Pub Date:
- March 2016
- DOI:
- 10.48550/arXiv.1603.08235
- arXiv:
- arXiv:1603.08235
- Bibcode:
- 2016arXiv160308235S
- Keywords:
-
- Mathematics - Optimization and Control;
- 49Q10;
- 49Q12;
- 35J62;
- 49K20;
- 49K40;
- 49J52