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
Link To Document :
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