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Electromagnetic Imaging for a Conducting Cylinder Buried in a Slab Medium by the Genetic Algorithm

机译:遗传算法在平板介质中埋置导电圆柱体的电磁成像

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This article presents a computational approach to the imaging of a perfectly conducting cylinder buried in a slab. A conducting cylinder of unknown shape buried in a slab scatters the incident wave from outside. The scattered field is recorded outside the slab. Based on the boundary condition and the measured scattered field, a set of nonlinear integral equations is derived, and the imaging problem is reformulated into an optimization problem. The genetic algorithm is then employed to determine global extreme solution of the cost function. Numerical results demonstrated that, even when the initial guess is far removed from the exact one, good reconstruction can be obtained. In such a case, the gradient-based methods often are trapped in a local extreme. In addition, the effect of Gaussian noise on the reconstruction is investigated.
机译:本文提出了一种计算方法,用于对埋在平板中的完美导电圆柱体进行成像。埋在平板中的未知形状的导电圆柱体会散射来自外部的入射波。散射场记录在平板外部。根据边界条件和测得的散射场,导出一组非线性积分方程,并将成像问题重新表述为优化问题。然后,采用遗传算法确定成本函数的全局极限解。数值结果表明,即使将最初的猜测与准确的猜测相去甚远,也可以获得良好的重构。在这种情况下,基于梯度的方法通常会陷入局部极端。另外,研究了高斯噪声对重建的影响。

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