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

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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Publication Details

Journal
Science Progress
Published
2024-10-01
DOI
https://doi.org/10.1177/00368504241294114
Citations
3
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
Field-Weighted Citation Impact
1.12

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article

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

Zhiwei Cui, Gaochao Zhao, Qing‐Xiang Pei, Yang Yang et al.
3 citations
Science Progress
Advanced Numerical Analysis Techniques
1.12
article

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

Zhiwei Cui, Gaochao Zhao, Qing‐Xiang Pei, Yang Yang, Zhang Song, Chengmiao Liu
article en
3 citations

Abstract

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.

Science ProgressVol. 107(4)
Xinyang Normal University (CN), Zhumadian Central Hospital (CN), Huanghuai University (CN)
Natural Science Foundation of Henan Province
Openalex Percentile: Top 24%
Advanced Numerical Analysis Techniques
1.12
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Isogeometric boundary element method analysis for dielectric target shape optimization in electromagnetic scattering — Zhiwei Cui, Gaochao Zhao, et al. · Science Progress (2024) | TGRS Research Map | TGRS