Isogeometric boundary element method analysis for dielectric target shape optimization in electromagnetic scattering

被引:0
|
作者
Liu, Chengmiao [1 ,2 ]
Pei, Qingxiang [2 ]
Cui, Ziyu [2 ]
Song, Zelu [2 ]
Zhao, Gaochao [1 ]
Yang, Yang [1 ]
机构
[1] Huanghuai Univ, Zhumadian Cent Hosp, Dept Neurosurg, Affiliated Hosp, Zhumadian 463000, Peoples R China
[2] Xinyang Normal Univ, Coll Architecture & Civil Engn, Xinyang, Peoples R China
关键词
Multi-frequency; IGABEM; RCS; shape optimization; GWO-ANN; B-SPLINES; NURBS; SIZE;
D O I
10.1177/00368504241294114
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
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.
引用
收藏
页数:28
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