会议论文

Yang, H

英文

Communications in Computer and Information Science

1865-0929

2024

2062

121-132

18th International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA)

Communications in Computer and Information Science

DEC 15-17, 2023

Changsha, PEOPLES R CHINA

[Yang, Hua;Li, Jian;Liu, Neng;Yi, Kecheng;Wang, Jing;Fu, Rou;Zhang, Jun;Xiang, Yunzhu;Yang, Pengcheng;Hang, Tianyu] Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan 430040, Peoples R China.^[Zhang, Tiancheng;Wang, Siyi] Wuhan BisiCloud Technol Co Ltd, Wuhan 430015, Peoples R China.

Pan, L Wang, Y Lin, J

152 BEACH ROAD, #21-01/04 GATEWAY EAST, SINGAPORE, 189721, SINGAPORE

SPRINGER-VERLAG SINGAPORE PTE LTD

978-981-97-2274-7; 978-981-97-2275-4

10.1007/978-981-97-2275-4_10

Ministry of Education's Industry-University Cooperatian and Education Project [220900786024216]; Educational Research Project in Hubei Province [2018368]; Graduate Workstation School-Enterprise Cooperation Project in Hubei Province; Horizontal school-enterprise cooperation project; Wuhan Polytechnic University School Established Research Project [XM2021015]

本校为第一且通讯机构

Food is closely related to national economy and people's livelihood. Rice is the largest grain crop in China, it is crucial to predict the loss rate of rice during processing to reduce food waste and ensure food security. This study first obtained the loss rate of rice processing through the recovery survey form of enterprises. Then, prediction was carried out using two common models: the BP neural network and multiple linear regression. Finally, the genetic algorithm was applied to optimize the BP neural network for further prediction and com-pared with the original models. The experimental r...