Reliability-Based Design Optimization of RC Frames Based on the RBDO-Kriging Method

被引:0
|
作者
Chen, Guitao [1 ,2 ]
Wei, Demin [1 ]
机构
[1] South China Univ Technol, Sch Civil Engn & Transportat, Guangzhou, Guangdong, Peoples R China
[2] Shenzhen Inst Bldg Res Co Ltd, Shenzhen, Peoples R China
来源
PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON ADVANCED MATERIALS SCIENCE AND CIVIL ENGINEERING (AMSCE 2017) | 2017年 / 70卷
关键词
RBDO-kriging algorithm; kriging model; covariance matrix adaptation evolution strategy; reliability-based design optimization;
D O I
暂无
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Reliability-based design optimization (RBDO) is a more rational optimization design method due to its consideration of the structure reliability requirements. A new RBDO-kriging method that combines kriging agent model and covariance matrix adaptation evolution strategy (CMAES) is proposed to solve the problems of RBDO of concrete frames efficiently. RBDO of a ten-story and two-bay concrete frame is implemented, the results obtained by comparing five working conditions show that, the refining kriging model proposed in this paper is effective, and RBDO-kriging algorithm can obtain better solution than deterministic optimization algorithm and optimization algorithm based on basic kriging model.
引用
收藏
页码:89 / 93
页数:5
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