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Synthesis of novel all-dielectric grating filters using genetic algorithms

机译:遗传算法合成新型全介电光栅滤光片

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The feasibility of novel all-dielectric waveguide grating filters is demonstrated, using a genetic algorithm (GA) to solve for material dielectric constants and geometric boundaries separating homogeneous regions of the periodic cell. In particular, the GAs show that simple geometries (not previously reported) utilizing a small number of layers and/or gratings can be found to yield bandpass or stop-band filters with user defined linewidth. The evaluation of the fitness of a candidate design entails the solution of an integral equation for the electric field in the cell using the method of moments (MoM). Our implementation is made efficient by using only very few design frequency points and accurately approximating a given filter transfer function by a quotient of polynomials as a function of frequency. Additionally, the problem impedance matrices are conveniently represented as the product of a material independent matrix and a vector of dielectric constants, thus allowing us to fill the matrices only once. Our code has been parallelized for the Cray T3D to take advantage of the intrinsic parallelization efficiencies offered by the GAs. Solutions are illustrated for a very narrow-band single-grating transmission filter and a relatively broad-band double grating reflection filter. Additionally, a solution for a five homogeneous layers Fabry-Perot filter is also presented.
机译:通过使用遗传算法(GA)解决分隔周期单元均匀区域的材料介电常数和几何边界,证明了新型全介电波导光栅滤波器的可行性。尤其是,GA显示,可以发现利用少量层和/或光栅的简单几何形状(先前未报道)可产生具有用户定义的线宽的带通或阻带滤波器。候选设计的适用性评估需要使用矩量法(MoM)求解单元中电场的积分方程。通过仅使用很少的设计频率点并通过多项式随频率的商精确地逼近给定的滤波器传递函数,可以使我们的实现高效。此外,问题阻抗矩阵可以方便地表示为独立于材料的矩阵与介电常数矢量的乘积,从而使我们仅可以填充矩阵一次。我们的代码已针对Cray T3D进行了并行化,以利用GA提供的固有并行化效率。示出了针对非常窄带的单光栅透射滤波器和相对宽带的双光栅反射滤波器的解决方案。此外,还提出了用于五个均质层Fabry-Perot过滤器的解决方案。

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