DocumentCode
458904
Title
Evolutionary Based Intelligent Algorithm for Topology Optimization of Structure
Author
Jiang, Chundong ; Jia, Haipeng
Author_Institution
Dept. of Electricity & Autom., Hebei Univ. of Technol., Tianjin
Volume
1
fYear
2006
fDate
16-18 Oct. 2006
Firstpage
897
Lastpage
902
Abstract
This paper gives a new evolutionary algorithm for structure topology optimization. It combines the merits of level set method (LSM) and evolutionary structure optimization (ESO) for structure topology optimization. The traditional LSM algorithm has some drawbacks, for instance, its optimal topology configuration is largely dependent on the initial configuration of the structure. Additionally, new holes cannot be inserted into the updated topology during the optimization iteration. The method proposed in this paper combines the merits of ESO techniques with the LSM scheme, allowing new holes to be automatically inserted in regions with low deformation energy at prescribed iterations of the optimization. For complex structures in which holes cannot be properly inserted in advance, the proposed method considerably improves the ability of LSM to find the optimal topology. In addition to achieving more accurate results, the proposed method also yields higher efficiency during optimization. The validity and robustness of the new algorithm are supported with illustrative examples
Keywords
evolutionary computation; topology; evolutionary based intelligent algorithm; evolutionary programming; evolutionary structure optimization; level set method; optimal topology; structure topology optimization; Capacitive sensors; Evolutionary computation; Intelligent structures; Level set; Machine intelligence; Network topology; Optimization methods; Robustness; Shape; Thermal stresses;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location
Jinan
Print_ISBN
0-7695-2528-8
Type
conf
DOI
10.1109/ISDA.2006.143
Filename
4021558
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