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Inverse Scattering of Dielectric Cylindrical Target Using Dynamic Differential Evolution and Self-Adaptive Dynamic Differential Evolution

机译:利用动态微分进化和自适应动态微分进化对介电圆柱目标的反向散射

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摘要

The inverse problem under consideration is to reconstruct the characteristic of scatterer from the scattering E field. Dynamic differential evolution (DDE) and self-adaptive dynamic differential evolution (SADDE) are stochastic-type optimization approach that aims to minimize a cost function between measurements and computer-simulated data. These algorithms are capable of retrieving the location, shape, and permittivity of the dielectric cylinder in a slab medium made of lossless materials. The finite-difference time-domain (FDTD) is employed for the analysis of the forward scattering. The comparison is carried out under the same conditions of initial population of candidate solutions and number of iterations. Numerical results indicate that SADDE outperforms the DDE a little in terms of reconstruction accuracy.
机译:所考虑的反问题是从散射E场重建散射体的特性。动态差分进化(DDE)和自适应动态差分进化(SADDE)是随机类型的优化方法,旨在最小化测量值与计算机模拟数据之间的成本函数。这些算法能够检索由无损材料制成的平板介质中电介质圆柱体的位置,形状和介电常数。有限差分时域(FDTD)用于分析前向散射。比较是在候选解决方案的初始填充和迭代次数相同的条件下进行的。数值结果表明,在重建精度方面,SADDE优于DDE。

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