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.
Authors
- Zhiwei Cui (ORCID: https://orcid.org/0000-0001-8338-4270)
- Gaochao Zhao (ORCID: https://orcid.org/0000-0003-2184-9735)
- Qing‐Xiang Pei (ORCID: https://orcid.org/0000-0001-8711-2854)
- Yang Yang (ORCID: https://orcid.org/0000-0002-7208-8238)
- Zhang Song (ORCID: https://orcid.org/0000-0001-5160-8321)
- Chengmiao Liu (ORCID: https://orcid.org/0009-0009-5197-7077)
Institutions
- Xinyang Normal University (CN)
- Zhumadian Central Hospital (CN)
- Huanghuai University (CN)
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
Funders
- Natural Science Foundation of Henan Province