A sunflower optimization (SFO) algorithm applied to damage identification on laminated composite plates

被引:246
作者
Gomes, Guilherme Ferreira [1 ]
da Cunha, Sebastiao Simoes, Jr. [1 ]
Ancelotti, Antonio Carlos, Jr. [1 ]
机构
[1] Univ Fed Itajuba, Mech Engn Inst, Itajuba, Brazil
关键词
Sunflower optimization; Vibrations; Laminated composite plate; Inverse problem; GENETIC ALGORITHM;
D O I
10.1007/s00366-018-0620-8
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The need for global damage detection methods that can be applied in complex structures has led to the development of methods that examine the structural dynamic behavior. The damage detection problem can be considered as a inverse problem with minimization of a objective function. For those reasons, a new nature-inspired optimization method based on sunflowers' motion is introduced. The proposed sunflower optimization algorithm (SFO) technique is a population-based iterative heuristic global optimization algorithm for multi-modal problems. Compared to traditional algorithms, SFO employs terms as root velocity and pollination providing robustness. The new method is then applied in an inverse problem of structural damage detection in composite laminated plates.
引用
收藏
页码:619 / 626
页数:8
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