Shape and topology optimization of the robust compliance via the level set method

被引:73
作者
De Gournay, Frederic [1 ]
Allaire, Gregoire [1 ]
Jouve, Francois [1 ]
机构
[1] Ecole Polytech, Ctr Math Appl, UMR 7641, F-91128 Palaiseau, France
关键词
robust design; worst-case design; shape optimization; topology optimization; level set method; semidefinite programming;
D O I
10.1051/cocv:2007048
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The goal of this paper is to study the so-called worst-case or robust optimal design problem for minimal compliance. In the context of linear elasticity we seek an optimal shape which minimizes the largest, or worst, compliance when the loads are subject to some unknown perturbations. We first prove that, for a fixed shape, there exists indeed a worst perturbation ( possibly non unique) that we characterize as the maximizer of a nonlinear energy. We also propose a stable algorithm to compute it. Then, in the framework of Hadamard method, we compute the directional shape derivative of this criterion which is used in a numerical algorithm, based on the level set method, to find optimal shapes that minimize the worst-case compliance. Since this criterion is usually merely directionally differentiable, we introduce a semidefinite programming approach to select the best descent direction at each step of a gradient method. Numerical examples are given in 2-d and 3-d.
引用
收藏
页码:43 / 70
页数:28
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