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.
机构:
Bauhaus Univ Weimar, Inst Struct Mech, Weimar, GermanyTon Duc Thong Univ, Div Computat Mech, Ho Chi Minh City, Vietnam
Shaaban, Ahmed Mostafa
Anitescu, Cosmin
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Bauhaus Univ Weimar, Inst Struct Mech, Weimar, GermanyTon Duc Thong Univ, Div Computat Mech, Ho Chi Minh City, Vietnam
Anitescu, Cosmin
Atroshchenko, Elena
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Univ New South Wales, Sch Civil & Environm Engn, Sydney, NSW, AustraliaTon Duc Thong Univ, Div Computat Mech, Ho Chi Minh City, Vietnam
Atroshchenko, Elena
Rabczuk, Timon
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Ton Duc Thong Univ, Div Computat Mech, Ho Chi Minh City, Vietnam
Ton Duc Thong Univ, Fac Civil Engn, Ho Chi Minh City, VietnamTon Duc Thong Univ, Div Computat Mech, Ho Chi Minh City, Vietnam