边界元法
等几何分析
形状优化
散射
离散化
雷达截面
计算电磁学
计算机科学
计算
有限元法
边界(拓扑)
数学优化
数学
数学分析
算法
物理
电磁场
光学
热力学
量子力学
作者
Chengmiao Liu,Qing‐Xiang Pei,Ziyu Cui,Zelu Song,Gaochao Zhao,Yang Yang
出处
期刊:Science Progress
[SAGE Publishing]
日期:2024-10-01
卷期号:107 (4): 368504241294114-368504241294114
被引量:4
标识
DOI:10.1177/00368504241294114
摘要
In order to optimize the overall form of electromagnetic scattering in two-dimensional dielectric media, this work offers a frequency-domain boundary element method based on isogeometric analysis. The Isogeometric boundary element method (IGABEM) is used to guarantee geometric correctness during optimization and prevent over-refinement of the mesh. Non-uniform rational B-splines are used to discretize the boundary integrals of the model, enabling rapid numerical computation while ensuring high accuracy. Furthermore, as an alternative model for electromagnetic scattering shape optimization issues, a gray wolf optimizer-based back-propagation neural network (GWO-ANN) is created, with radar cross-section (RCS) as the objective function. Finally, the GWO-ANN is used as a surrogate model for shape optimization in multi-frequency electromagnetic scattering problems with the RCS as the objective function. In computational examples, this algorithm efficiently and accurately solves electromagnetic scattering problems under multiple frequencies.
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