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In this study, we applied the Artificial Bee Colony (ABC) algorithm to the inverse design of photonic crystals (PhCs). The ABC algorithm was implemented to maximize photonic band gaps (PBG) in two-dimensional PhCs. We assumed PhCs comprised of silicon and air, in a triangular lattice. The band diagrams were calculated by the finite element method (FEM) in the frequency domain. The ABC algorithm presented PChs with larger PBGs than those obtained from a genetic algorithm.
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G. N. Malheiros-Silveira, F. G. Delalibera, V. F. Rodriguez-Esquerre, "Photonic bandgap optimized by artificial bee colony algorithm," Proc. SPIE 11467, Nanoengineering: Fabrication, Properties, Optics, Thin Films, and Devices XVII, 1146709 (21 August 2020); https://doi.org/10.1117/12.2568924