基于变保真度电磁仿真的快速多目标天线设计

S. Koziel, A. Bekasiewicz, W. Zieniutycz
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引用次数: 2

摘要

介绍了一种快速多目标天线优化技术。采用多目标进化算法(MOEA),利用采样后的粗网格EM模拟构造克里格插值代理,得到初始Pareto前逼近。代理是在原始设计空间的子集中定义的,通过独立优化的单个目标来确定。随后使用响应校正技术来改进从初始帕累托集合中选择的设计。我们的方法是用平面超宽带偶极子天线来演示的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fast multi-objective antenna design through variable-fidelity EM simulations
A technique for fast multi-objective antenna optimization is introduced. A kriging interpolation surrogate constructed from sampled coarse-mesh EM simulations is utilized by multi-objective evolutionary algorithm (MOEA) to obtain the initial Pareto front approximation. The surrogate is defined in a subset of the original design space, determined by means of independently optimized individual objectives. Response correction techniques are subsequently used to refine the designs selected from the initial Pareto set. Our approach is demonstrated using a planar UWB dipole antenna.
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