Optimization of piecewise smooth shapes under uncertainty using the example of Navier-Stokes flow
Optimization and Control
2023-08-16 v1 Differential Geometry
Abstract
We investigate a complex system involving multiple shapes to be optimized in a domain, taking into account geometric constraints on the shapes and uncertainty appearing in the physics. We connect the differential geometry of product shape manifolds with multi-shape calculus, which provides a novel framework for the handling of piecewise smooth shapes. This multi-shape calculus is applied to a shape optimization problem where shapes serve as obstacles in a system governed by steady state incompressible Navier-Stokes flow. Numerical experiments use our recently developed stochastic augmented Lagrangian method and we investigate the choice of algorithmic parameters using the example of this application.
Cite
@article{arxiv.2308.07742,
title = {Optimization of piecewise smooth shapes under uncertainty using the example of Navier-Stokes flow},
author = {Caroline Geiersbach and Tim Suchan and Kathrin Welker},
journal= {arXiv preprint arXiv:2308.07742},
year = {2023}
}