模拟退火
粒子群优化
计算机科学
时域有限差分法
衍射
稳健性(进化)
算法
衍射效率
全局优化
光学
数学优化
数学
物理
生物化学
化学
基因
作者
Yu Yan,Zhentao Fan,Guangyong Sun,Kehan Tian
出处
期刊:Optical Engineering
[SPIE - International Society for Optical Engineering]
日期:2023-02-10
卷期号:62 (02)
被引量:1
标识
DOI:10.1117/1.oe.62.2.025103
摘要
The existence of the beam vector effect requires rigorous electromagnetic computational methods for the optimization of subwavelength diffractive optical elements (DOEs). To design DOEs with high performance, we proposed an optimization strategy combining a global optimization algorithm with the finite difference time domain (FDTD) method. First, scalar initial solutions are obtained by the Gerchberg–Saxton algorithm. Then, regarding the diffraction efficiency, the uniformity error and figure of merit are calculated by FDTD as evaluation functions, and the optimization of the initial solutions is implemented by improved particle swarm optimization and continues with the simulated annealing algorithm. After several numerical simulations, the analysis results confirm the robustness of the algorithm and the reduction of the computational cost. The experimental data demonstrate that the correlation of diffraction energy orders between the simulated design and fabricated sample are above 85%. This method efficiently improves the DOEs design.
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