水平设置方法,以优化超表面阵列的无梯度优化
Alex Saad-Falcon1, Christopher Howard2,3, Justin Romberg2
1Georgia Institute of Technology, School of Electrical and Computer Engineering, Atlanta, GA, 30332, USA. alexsaadfalcon@gatech.edu.
Scientific reports
|July 19, 2024
概括
本研究介绍了用于设计电磁元表面的周期级设置函数,与传统方法相比,提高了计算效率和电磁响应. 优化的超表面被制造和测试,证明了现实世界的性能.
科学领域:
- 电磁学 电磁学 电磁学 电磁学
- 材料科学 材料科学 材料科学
- 计算物理 计算物理
背景情况:
- 全球优化最好用于设计电磁结构,如超表面.
- 有效的参数化对于优化趋同和计算效率至关重要.
- 连续设计空间有利于优化算法,尽管物理变量通常是离散的.
研究的目的:
- 为了展示连续物质分布设计的水平设置函数在超表面阵列中.
- 为了引入一个改进的参数化:定期水平设置函数.
- 为了比较水平设置方法与电磁响应的碎片化参数化.
主要方法:
- 在材料分布设计中使用了连续的水平设置函数.
- 介绍并探讨了周期水平集函数参数化.
- 研究了替代规范和一种新的伪反向技术,用于提升采样基因系数.
- 针对窄带和宽带目标的碎片化参数化的水平设定方法进行比较.
- 为实验验证制造了一套优化水平设置的地表.
主要成果:
- 与碎片化参数化相比,定期水平设置函数显示了更好的电磁响应.
- 该方法在狭带和宽带电磁目标上都表现出有效性.
- 制造的超表面的实验测量验证了模拟的性能.
结论:
- 平面设置函数为超表面设计提供了强大而高效的连续基础.
- 定期级别设置函数参数化提高了优化和性能.
- 开发的方法通过实验性制造和测量得到验证,证实其实际适用性.
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