基于变维序贯近似优化的紧凑光子y结快速仿真驱动设计

A. Bekasiewicz, S. Koziel, S. Ogurtsov
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引用次数: 1

摘要

本文提出了一种快速优化设计紧凑光子y结的方法。我们利用序列近似优化,其中局部响应面近似(RSA)模型被构建和优化,以产生收敛于最优的设计序列。结点几何参数化使用样条。为了降低设计成本,在后续的算法迭代中,通过增加样条曲线控制点的个数,逐步增加设计空间的维数。在1500 nm至1580 nm的波长范围内,最终设计的透射率超过49.5%,回波损耗低于0.3%。
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Rapid simulation-driven design of compact photonic Y-junction by variable-dimensional sequential approximate optimization
In this paper, a technique for expedited design optimization of a compact photonic Y-junction has been proposed. We utilize sequential approximate optimization where local response surface approximation (RSA) models are constructed and optimized to yield a sequence of designs that converge towards the optimum. The junction geometry is parameterized using splines. In order to reduce the design cost, dimensionality of the design space is gradually increased by adding the number of control points for the spline curves in the subsequent algorithm iterations. The final design exhibits transmission of over 49.5 percent and return loss below 0.3 percent over the wavelength range from 1500 nm to 1580 nm.
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