Optimal Decision-Making Model of Agricultural Product Information Based on Three-Way Decision Theory

被引:0
作者
Gu, Yifan [1 ]
Yang, Zishang [1 ]
Zhu, Tailong [2 ]
Wang, Junshu [1 ]
Han, Yuxing [1 ,3 ]
机构
[1] South China Agr Univ, Coll Elect Engn, Guangzhou 510642, Peoples R China
[2] Henan Normal Univ, Coll Educ & Sci, Xinlian Coll, Xinxiang 453007, Henan, Peoples R China
[3] Lingnan Guangdong Lab Modern Agr, Guangzhou 510642, Peoples R China
来源
AGRICULTURE-BASEL | 2022年 / 12卷 / 01期
关键词
three-way decision; information analysis; fuzzy set; optimization algorithm; ROUGH SET; CLASSIFICATION;
D O I
10.3390/agriculture12010041
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
As an effective heuristic method, three-way decision theory gives a new semantic interpretation to the three fields of the rough set, which has a huge application space. To classify the information of agricultural products more accurately under certain thresholds, this paper first makes a comprehensive evaluation of the decision, particularly the influence of the attributes of the event itself on the results and their interactions. By using fuzzy sets corresponding to membership and non-membership degree, this paper analyzes and puts forward two cases of proportional correlation coefficients in the transformation of a delayed decision domain, and selects the corresponding coefficients to compare the results directly. Finally, consumers can conveniently grasp product attribute information to make decisions. On this basis, this paper analyzed the standard data to verify the accuracy of the model. After that, the proposed algorithm, based on three decision-making agricultural product information classification processing, is applied to the relevant data of agricultural products. The experimental results showed that the algorithm can obtain more accurate results through a more straightforward calculation process. It can be concluded that the algorithm proposed in this paper can enable people to make more convenient and accurate decisions based on product attribute information.
引用
收藏
页数:14
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