Design Optimization of Structural Engineering Problems Using Adaptive Cuckoo Search Algorithm

被引:0
|
作者
Pauline, Ong [1 ]
Sin, Ho Choon [1 ]
Sheng, Desmond Daniel Chin Vui [1 ]
Kiong, Sia Chee [1 ]
Meng, Ong Kok [1 ]
机构
[1] Univ Tun Hussein Onn Malaysia, Fac Mech & Mfg Engn, Batu Pahat, Malaysia
关键词
adaptive cuckoo search algorithm; cuckoo search algorithm; structural engineering; optimization;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes an adaptive cuckoo search algorithm (ACSA) for optimization of structural engineering problems. ACSA - an improved cuckoo search algorithm, utilizes an adaptive step size selection strategy its diversification process. This approach improves the convergence characteristic while preserves the balance between intensification and diversification performances in the CSA simultaneously. The effectiveness of the ACSA in solving structural optimization problems is demonstrated in three structural engineering problems. Performance assessment shows that the ACSA outperforms the standard CSA and other methods available in the literature in most of the case studies.
引用
收藏
页码:745 / 748
页数:4
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