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Shape optimisation with multiresolution subdivision surfaces and immersed finite elements

机译:具有多分辨率细分曲面和形状的形状优化   浸入式有限元

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摘要

We develop a new optimisation technique that combines multiresolutionsubdivision surfaces for boundary description with immersed finite elements forthe discretisation of the primal and adjoint problems of optimisation. Similarto wavelets multiresolution surfaces represent the domain boundary using acoarse control mesh and a sequence of detail vectors. Based on themultiresolution decomposition efficient and fast algorithms are available forreconstructing control meshes of varying fineness. During shape optimisationthe vertex coordinates of control meshes are updated using the computed shapegradient information. By virtue of the multiresolution editing semantics,updating the coarse control mesh vertex coordinates leads to large-scalegeometry changes and, conversely, updating the fine control mesh coordinatesleads to small-scale geometry changes. In our computations we start byoptimising the coarsest control mesh and refine it each time the cost functionreaches a minimum. This approach effectively prevents the appearance ofnon-physical boundary geometry oscillations and control mesh pathologies, likeinverted elements. Independent of the fineness of the control mesh used foroptimisation, on the immersed finite element grid the domain boundary is alwaysrepresented with a relatively fine control mesh of fixed resolution. With theimmersed finite element method there is no need to maintain an analysissuitable domain mesh. In some of the presented two- and three-dimensionalelasticity examples the topology derivative is used for creating new holesinside the domain.
机译:我们开发了一种新的优化技术,该技术将用于边界描述的多分辨率细分表面与用于有限元化的原始有限元和离散问题的离散化相结合。类似于小波,多分辨率曲面使用粗糙的控制网格和一系列细节矢量表示域边界。基于多分辨率分解,高效而快速的算法可用于重建不同细度的控制网格。在形状优化期间,使用计算出的形状梯度信息更新控制网格的顶点坐标。借助多分辨率编辑语义,更新粗略的控制网格顶点坐标会导致大规模的几何形状更改,相反,更新细度的控制网格顶点坐标则会导致小尺寸的几何形状更改。在我们的计算中,我们从优化最粗糙的控制网格开始,并在每次成本函数达到最小值时对其进行优化。这种方法有效地防止了非物理边界几何振荡的出现,并防止了像倒置元素一样控制网格病理。与用于优化的控制网格的细度无关,在浸入式有限元网格上,始终以固定分辨率的相对精细的控制网格来表示域边界。使用浸入式有限元方法,无需维护适合分析的域网格。在一些呈现的二维和三维弹性示例中,拓扑导数用于在域内部创建新的孔。

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