JOURNAL ARTICLE

Bi-directional evolutionary level set method for topology optimization

Benliang ZhuXianmin ZhangSergej FatikowNianfeng Wang

Year: 2014 Journal:   Engineering Optimization Vol: 47 (3)Pages: 390-406   Publisher: Taylor & Francis

Abstract

AbstractA bi-directional evolutionary level set method for solving topology optimization problems is presented in this article. The proposed method has three main advantages over the standard level set method. First, new holes can be automatically generated in the design domain during the optimization process. Second, the dependency of the obtained optimized configurations upon the initial configurations is eliminated. Optimized configurations can be obtained even being started from a minimum possible initial guess. Third, the method can be easily implemented and is computationally more efficient. The validity of the proposed method is tested on the mean compliance minimization problem and the compliant mechanisms topology optimization problem.Keywords: mean compliancecompliant mechanismstopology optimizationlevel set methodbi-directional evolutionary algorithm AcknowledgementsThis research was supported by the National Natural Science Foundation of China (Grant No. 91223201), the Natural Science Foundation of Guangdong Province (Grant No. S2013030013355), Project GDUPS (2010), and the Fundamental Research Funds for the Central Universities (2012ZP0004). This support is greatly appreciated.

Keywords:
Topology optimization Mathematical optimization Evolutionary algorithm Set (abstract data type) Computer science Process (computing) Minification Domain (mathematical analysis) Level set method Topology (electrical circuits) Dependency (UML) Evolutionary computation Mathematics Engineering Artificial intelligence

Metrics

18
Cited By
2.75
FWCI (Field Weighted Citation Impact)
33
Refs
0.89
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Topology Optimization in Engineering
Physical Sciences →  Engineering →  Civil and Structural Engineering
Advanced Multi-Objective Optimization Algorithms
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Metaheuristic Optimization Algorithms Research
Physical Sciences →  Computer Science →  Artificial Intelligence

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