journal article·2025-10-21Open access

2D Mutation-Based Elitist Genetic Algorithm for Optimal Design of Transmissive Linear-to-Circular Polarization Conversion Metasurfaces

Jiao Wang, Wanguang Xiong, Hongkai Zhou, Chao Xu, Yannan Jiang

Applied Sciences· Volume 15· Issue 20

Abstract

Although the elitist genetic algorithm (EGA) is an approach for the optimal design of pixelated metasurfaces, it is necessary to convert a two-dimensional (2D) metasurface to a one-dimensional array. This ignores the effects of the mutation on neighboring data in 2D metasurfaces, and hinders the rapid convergence of the algorithms. Therefore, we propose the 2D mutation-based EGA (2DM-EGA) to optimally design the linear-to-circular (LTC) polarization conversion metasurface (PCM). Compared with EGA, 2DM-EGA can significantly improve the convergence rate. Furthermore, combined with the proposed intuitive reward-based fitness function and circular polarization discrimination pertaining to an ellipticity angle β, 2DM-EGA, programmed in Python (2023 version), is used to accomplish optimal targets. Finally, the simulated operating band of the optimized metasurface varies from 8.16 GHz to 11.5 GHz with a reduced ellipticity angle β/π ≥ 0.15 and a relative bandwidth of 33.5%, which suggests that the optimized metasurface realizes the broadband LTC polarization conversion. The measured results are in excellent accord with the simulations validating 2DM-EGA for the optimal design of transmission-type wideband LTC PCMs. Additionally, the physical mechanism of the design is expounded.
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Research context

OpenAlex topics: Advanced Antenna and Metasurface Technologies · Metamaterials and Metasurfaces Applications · Antenna Design and Analysis

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Information and Communication, Guilin University of Electronic Technology, Guilin 541004, China

Guangxi Wireless Wideband Communication and Signal Processing Key Laboratory, Guilin University of Electronic Technology, Guilin 541004, China

22nd Research Institute of China Electronics Technology Group Corporation, Qingdao 266107, China

Funding

Natural Science Foundation of Guangxi Province · National Natural Science Foundation of China · Project of Guangxi Wireless Broadband Communication and Signal Processing Key Laboratory

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