TY - JOUR
T1 - Application of Whale Optimization Algorithm to Inverse Scattering of an Imperfect Conductor with Corners
AU - Lee, Kun Chou
AU - Lu, Pai Ting
N1 - Publisher Copyright:
© 2020 Kun-Chou Lee and Pai-Ting Lu.
PY - 2020
Y1 - 2020
N2 - In this paper, the whale optimization algorithm (WOA) is applied to the inverse scattering of an imperfect conductor with corners. The WOA is a new metaheuristic optimization algorithm. It mimics the hunting behavior of humpback whales. The inspiration results from the fact that a whale recognizes the location of a prey (i.e., optimal solution) by swimming around the prey within a shrinking circle and along a spiral-shaped path simultaneously. Initially, the inverse scattering is first transformed into a nonlinear optimization problem. The transformation is based on the moment method solution for scattering integral equations. To treat a target with corners and implement the WOA inverse scattering, the cubic spline interpolation is utilized for modelling the target shape function. Numerical simulation shows that the inverse scattering by WOA not only is accurate but also converges fast.
AB - In this paper, the whale optimization algorithm (WOA) is applied to the inverse scattering of an imperfect conductor with corners. The WOA is a new metaheuristic optimization algorithm. It mimics the hunting behavior of humpback whales. The inspiration results from the fact that a whale recognizes the location of a prey (i.e., optimal solution) by swimming around the prey within a shrinking circle and along a spiral-shaped path simultaneously. Initially, the inverse scattering is first transformed into a nonlinear optimization problem. The transformation is based on the moment method solution for scattering integral equations. To treat a target with corners and implement the WOA inverse scattering, the cubic spline interpolation is utilized for modelling the target shape function. Numerical simulation shows that the inverse scattering by WOA not only is accurate but also converges fast.
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U2 - 10.1155/2020/8205797
DO - 10.1155/2020/8205797
M3 - Article
AN - SCOPUS:85083098685
SN - 1687-5869
VL - 2020
JO - International Journal of Antennas and Propagation
JF - International Journal of Antennas and Propagation
M1 - 8205797
ER -