High-Dimensional Evolutionary Algorithm Based Design of Semi-Adder

2025/03/30 by Xi Zhang, Zhang, Xi, Huihui Liu +7
Computer Science · Engineering · Materials Science · #FOS: Physical sciences #Metamaterials and Metasurfaces Applications #Neural Networks and Reservoir Computing #Optics (physics.optics) #Photonic and Optical Devices

paper · pdf · doi:10.48550/arxiv.2503.23322

openalex publication_date 2025/03/30 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

Facing the physical limitations and energy consumption bottlenecks of traditional electronic devices, we propose an innovative design framework integrating evolutionary algorithms and metasurface technology, aiming to achieve intelligent inverse design of photonic devices. Based on a constructed high-dimensional evolutionary algorithm framework, a four-layer metasurface cascade regulation system was developed to realize the full optical physical expression of half-adder logic functions. This algorithm enables global optimization of 10000 unit parameters and can be extended to the design of more complex functional devices,thereby promoting goal-oriented and functional customization development

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