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
相关论文
共 50 条
  • [1] A three-way decision model based on cumulative prospect theory
    Wang, Tianxing
    Li, Huaxiong
    Zhang, Libo
    Zhou, Xianzhong
    Huang, Bing
    INFORMATION SCIENCES, 2020, 519 (519) : 74 - 92
  • [2] Three-Way Decision Models Based on Ideal Relations in Multi-Attribute Decision-Making
    Chen, Xiaozhi
    Zou, Ligeng
    ENTROPY, 2022, 24 (07)
  • [3] Three-Way Multiattribute Decision-Making Based on Outranking Relations
    Zhan, Jianming
    Jiang, Haibo
    Yao, Yiyu
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2021, 29 (10) : 2844 - 2858
  • [4] A novel decision-making approach based on three-way decisions in fuzzy information systems
    Ye, Jin
    Zhan, Jianming
    Xu, Zeshui
    INFORMATION SCIENCES, 2020, 541 (362-390) : 362 - 390
  • [5] Three-way decision on information tables
    Li, Xiaonan
    Wang, Xuan
    Sun, Bingzhen
    She, Yanhong
    Zhao, Lu
    INFORMATION SCIENCES, 2021, 545 : 25 - 43
  • [6] A Three-Way Group Decision-Making Approach Based on Mixture Risk
    Yu, Zhihang
    Zhang, Libo
    Li, Wentao
    Liu, Jiubing
    COMPUTER SUPPORTED COOPERATIVE WORK AND SOCIAL COMPUTING, CHINESECSCW 2021, PT I, 2022, 1491 : 124 - 132
  • [7] A prospect theory-based three-way decision model
    Wang, Tianxing
    Li, Huaxiong
    Zhou, Xianzhong
    Huang, Bing
    Zhu, Haibin
    KNOWLEDGE-BASED SYSTEMS, 2020, 203
  • [8] An improved three-way decision model based on prospect theory
    Zhong, Yihua
    Li, Yanhua
    Yang, Yang
    Li, Tong
    Jia, Yanlin
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2022, 142 : 109 - 129
  • [9] A three-way decision based multi-attribute decision-making with intuitionistic fuzzy β-covering
    Zhang, Haidong
    Selang, Deji
    APPLIED SOFT COMPUTING, 2023, 139
  • [10] A regret theory-based three-way decision approach with three strategies
    Zhu, Jinxing
    Ma, Xueling
    Zhan, Jianming
    INFORMATION SCIENCES, 2022, 595 : 89 - 118