Version 1
: Received: 15 August 2023 / Approved: 15 August 2023 / Online: 16 August 2023 (11:23:27 CEST)
How to cite:
Sun, H.; Li, Y.; Guo, H.; Luan, C. Hybrid BBO-Firefly algorithm for parameter optimization of bidirectional reflection distribution function model. Preprints2023, 2023081165. https://doi.org/10.20944/preprints202308.1165.v1
Sun, H.; Li, Y.; Guo, H.; Luan, C. Hybrid BBO-Firefly algorithm for parameter optimization of bidirectional reflection distribution function model. Preprints 2023, 2023081165. https://doi.org/10.20944/preprints202308.1165.v1
Sun, H.; Li, Y.; Guo, H.; Luan, C. Hybrid BBO-Firefly algorithm for parameter optimization of bidirectional reflection distribution function model. Preprints2023, 2023081165. https://doi.org/10.20944/preprints202308.1165.v1
APA Style
Sun, H., Li, Y., Guo, H., & Luan, C. (2023). Hybrid BBO-Firefly algorithm for parameter optimization of bidirectional reflection distribution function model. Preprints. https://doi.org/10.20944/preprints202308.1165.v1
Chicago/Turabian Style
Sun, H., Huichao Guo and Chenglong Luan. 2023 "Hybrid BBO-Firefly algorithm for parameter optimization of bidirectional reflection distribution function model" Preprints. https://doi.org/10.20944/preprints202308.1165.v1
Abstract
We designed a bidirectional reflection distribution function (BRDF) measurement system to research the characteristics of space target materials. This system measures the BRDF data of an aluminum plate and gold foil. A hybrid biogeography-based optimization-firefly (BBO-Firefly) algorithm was proposed to optimize the five-parameter BRDF model. To check the performance of the hybrid BBO-Firefly algorithm, we set up a contrast experiment to optimize the BRDF parameters using the BBO algorithm, Firefly algorithm, and hybrid BBO-Firefly algorithm. The experimental results prove that the hybrid BBO-Firefly algorithm surpasses the BBO algorithm and Firefly algorithm in convergence speed and precision in the same situation and has a better optimization effect. Finally, we substitute the optimization results of the hybrid BPO-Firefly algorithm into the BRDF model to analyze the reflection characteristics of an aluminum plate and gold foil.
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
