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Global optimization and modeling techniques for planar multilayered dielectric structures

机译:平面多层电介质结构的全局优化和建模技术

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摘要

We present a multilevel global optimization strategy for synthesizing planar multilayered dielectric structures. A low discrepancy sequence of sample points with uniform variable space coverage allows a global-level search while systematic refinement using gradient-based techniques identifies optima at the local level. Since efficient local optimization is important for this method, a fast calculation approach based on mode matching is presented; this also facilitates the compact derivation of analytical gradients. The approach is compared with genetic and simulated annealing algorithms through an antireflection coating design. The method proves to be competitive in terms of its performance, nonadaptive algorithm, and ability to track local solutions.
机译:我们提出了一种用于合成平面多层电介质结构的多级全局优化策略。样本点的低差异序列具有统一的变量空间覆盖率,可以进行全局级别的搜索,而使用基于梯度的技术进行系统优化则可以确定局部级别的最优值。由于高效的局部优化对该方法很重要,因此提出了一种基于模式匹配的快速计算方法。这也有利于解析梯度的紧凑推导。通过抗反射涂层设计,将该方法与遗传和模拟退火算法进行了比较。该方法在性能,非自适应算法和跟踪本地解决方案的能力方面被证明具有竞争力。

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