Research on intelligent distribution of ant colony algorithm based 
on BP neural network data fusion

Chao Wang; Yinhua Wnag

doi:10.1117/12.2667796

27 February 2023 Research on intelligent distribution of ant colony algorithm based on BP neural network data fusion

Chao Wang, Yinhua Wnag

Proceedings Volume 12585, International Conference on Precision Instruments and Optical Engineering (PIOE 2022); 125850Z (2023) https://doi.org/10.1117/12.2667796
Event: International Conference on Precision Instruments and Optical Engineering (PIOE 2022), 2022, Guangzhou, China

Abstract

Under the dual effects of the growing demand for efficient distribution and the normalized management of the epidemic, the application of intelligent robots in the intelligent distribution process is considered. In order to let the robot choose the optimal path to reach the target point, and at the same time in each movement process, the obtained detection data are real and reliable. In this paper, combined with the characteristics of the robot itself, the ant colony algorithm is applied, and the detection data is processed through the BP neural network. Using MATLAB simulation platform to generate a twodimensional map randomly, the simulation experiment is carried out. The simulation experiment shows that the proposed algorithm has achieved good results.

Citation Download Citation

Chao Wang and Yinhua Wnag "Research on intelligent distribution of ant colony algorithm based on BP neural network data fusion", Proc. SPIE 12585, International Conference on Precision Instruments and Optical Engineering (PIOE 2022), 125850Z (27 February 2023); https://doi.org/10.1117/12.2667796

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