MEMAT 2022
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Evaluation of Green Manufacturing Mode of Automobile Manufacturing Enterprises based on SSA-BPNN Model

Conference: MEMAT 2022 - 2nd International Conference on Mechanical Engineering, Intelligent Manufacturing and Automation Technology
01/07/2022 - 01/09/2022 at Guilin, China

Proceedings: MEMAT 2022

Pages: 5Language: englishTyp: PDF

Authors:
Yang, Ruijuan; Song, Jiale; Guo, Mingcheng (Economics and Management School, Xi’an Shiyou University, Xi’an, China)

Abstract:
This paper proposes a new green manufacturing mode of automobile manufacturing enterprises namely SSA-BPNN evaluation model, based on sparrow search algorithm (SSA) and BP neural network (BPNN). The model uses stable SSA algorithm to optimize the acquisition of initial weights and thresholds of BP neural network. Experiments show that the SSA-BPNN evaluation model proposed in this paper has high accuracy, generalization ability and stability, and can provide decision support for selection.