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Reliability-based Robust Optimization Design Based on Specular Reflection Algorithm

 引用本文: 戚其松, 王君, 徐格宁, 范小宁. 基于镜面反射算法的可靠性稳健优化设计研究. 自动化学报, 2017, 43(8): 1457-1464.
Qi Qisong, Wang Jun, Xu Gening, Fan Xiaoning. Reliability-based Robust Optimization Design Based on Specular Reflection Algorithm. ACTA AUTOMATICA SINICA, 2017, 43(8): 1457-1464. doi: 10.16383/j.aas.2017.e150129
 Citation: Qi Qisong, Wang Jun, Xu Gening, Fan Xiaoning. Reliability-based Robust Optimization Design Based on Specular Reflection Algorithm. ACTA AUTOMATICA SINICA, 2017, 43(8): 1457-1464.

## Reliability-based Robust Optimization Design Based on Specular Reflection Algorithm

##### DOI: 10.16383/j.aas.2017.e150129

###### 通讯作者:Qisong Qi is a Ph.D.candidate at Taiyuan University of Science and Technology, China.His research interests include intelligent optimization algorithm, structure reliability design and structure design of Crane.Corresponding author of this paper.E-mail:qiqisong_19870328@126.com
• 基金项目:

the National Natural Science Foundation of China 51275329

## Reliability-based Robust Optimization Design Based on Specular Reflection Algorithm

###### Corresponding author:Qisong Qi is a Ph.D.candidate at Taiyuan University of Science and Technology, China.His research interests include intelligent optimization algorithm, structure reliability design and structure design of Crane.Corresponding author of this paper.E-mail:qiqisong_19870328@126.com
• Fund Project:

the National Natural Science Foundation of China 51275329

• 摘要: 本文通过模拟镜子反射光线的能力，提出了一种全新的全局优化方法-镜面反射算法（Specular Reflection Algorithm）.镜面反射算法不仅具有全局收敛、计算效率高，适合求解高维、多峰的复杂函数等优点，而且算法的自适应能力强，能够根据不同的优化对象，自适应调整参数，以达到最好的优化效果.本文利用4个典型的优化问题验证该算法的计算能力，并同经典的粒子群算法、果蝇算法和模拟退火算法比较.最后，以桥式起重机桥架结构为研究对象，将镜面反射算法和稳健可靠性设计方法相结合对其进行优化设计，证明了镜面反射算法具有很高的工程研究价值，而且可以预见算法能够广泛的同生产实际结合，创造更大的价值.
Recommended by Associate Editor Qinglai Wei
• Fig.  1  Coordinate update of the specular reflection system.

Fig.  2  Optimization flow chart of the SRA.

Fig.  3  Three-dimensional surface of test function.

Fig.  4  Iteration curve of sphere.

Fig.  5  Iteration curve of griewank.

Fig.  6  Iteration curve of rosenbrock.

Fig.  7  Iteration curve of restrigin.

Fig.  8  Mechanical model diagram and sectional dimension.

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##### 出版历程
• 收稿日期:  2015-08-04
• 录用日期:  2016-02-01
• 刊出日期:  2017-08-20

## Reliability-based Robust Optimization Design Based on Specular Reflection Algorithm

##### doi: 10.16383/j.aas.2017.e150129
###### 通讯作者:Qisong Qi is a Ph.D.candidate at Taiyuan University of Science and Technology, China.His research interests include intelligent optimization algorithm, structure reliability design and structure design of Crane.Corresponding author of this paper.E-mail:qiqisong_19870328@126.com

the National Natural Science Foundation of China 51275329

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