TY - JOUR
T1 - A level-set based variational method for design and optimization of heterogeneous objects
AU - Wang, Michael Yu
AU - Wang, Xiaoming
N1 - Funding Information:
This research work is supported in part by the Research Grants Council of Hong Kong SAR (Project No. CUHK4164/03E) and the Natural Science Foundation of China (NSFC) (Project Nos. 50128503, 50305019, and 50390063).
PY - 2005/3
Y1 - 2005/3
N2 - A heterogeneous object is referred to as a solid object made of different constituent materials. The object is of a finite collection of regions of a set of prescribed material classes of continuously varying material properties. These properties have a discontinuous change across the interface of the material regions. In this paper, we propose a level-set based variational approach for the design of this class of heterogeneous objects. Central to the approach is a variational framework for a well-posed formulation of the design problem. In particular, we adapt the Mumford-Shah model which specifies that any point of the object belongs to either of two types: inside a material region of a well-defined gradient or on the boundary edges and surfaces of discontinuities. Furthermore, the set of discontinuities is represented implicitly, using a multi-phase level set model. This level-set based variational approach yields a computational system of coupled geometric evolution and diffusion partial differential equations. Promising features of the proposed method include strong regularity in the problem formulation and inherent capabilities of geometric and material modeling, yielding a common framework for optimization of the heterogeneous objects that incorporates dimension, shape, topology, and material properties. The proposed method is illustrated with several 2D examples of optimal design of multi-material structures and materials.
AB - A heterogeneous object is referred to as a solid object made of different constituent materials. The object is of a finite collection of regions of a set of prescribed material classes of continuously varying material properties. These properties have a discontinuous change across the interface of the material regions. In this paper, we propose a level-set based variational approach for the design of this class of heterogeneous objects. Central to the approach is a variational framework for a well-posed formulation of the design problem. In particular, we adapt the Mumford-Shah model which specifies that any point of the object belongs to either of two types: inside a material region of a well-defined gradient or on the boundary edges and surfaces of discontinuities. Furthermore, the set of discontinuities is represented implicitly, using a multi-phase level set model. This level-set based variational approach yields a computational system of coupled geometric evolution and diffusion partial differential equations. Promising features of the proposed method include strong regularity in the problem formulation and inherent capabilities of geometric and material modeling, yielding a common framework for optimization of the heterogeneous objects that incorporates dimension, shape, topology, and material properties. The proposed method is illustrated with several 2D examples of optimal design of multi-material structures and materials.
KW - Heterogeneous objects
KW - Level set method
KW - Material modeling
KW - Structural optimization
UR - http://www.scopus.com/inward/record.url?scp=6344248933&partnerID=8YFLogxK
U2 - 10.1016/j.cad.2004.03.007
DO - 10.1016/j.cad.2004.03.007
M3 - Article
AN - SCOPUS:6344248933
SN - 0010-4485
VL - 37
SP - 321
EP - 337
JO - CAD Computer Aided Design
JF - CAD Computer Aided Design
IS - 3
ER -