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
  • [21] Regret-Theoretic Multiattribute Decision-Making Model Using Three-Way Framework in Multiscale Information Systems
    Deng, Jiang
    Zhan, Jianming
    Xu, Zeshui
    Herrera-Viedma, Enrique
    IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (06) : 3988 - 4001
  • [22] Cognitive and Social Decision Making: Three-Way Decision Perspectives
    Yao, Yiyu
    Yao, JingTao
    ROUGH SETS, IJCRS 2023, 2023, 14481 : 259 - 269
  • [23] A Three-Way Decision Model Based on Intuitionistic Fuzzy Decision Systems
    Liu, Jiubing
    Zhou, Xianzhong
    Huang, Bing
    Li, Huaxiong
    ROUGH SETS, IJCRS 2017, PT II, 2017, 10314 : 249 - 263
  • [24] A New Three-way Multi-attribute Decision Making Based on Regret Theory and TOPSIS Model
    Wu, Jiaming
    Tsang, Eric C. C.
    PROCEEDINGS OF 2022 INTERNATIONAL CONFERENCEON WAVELET ANALYSIS AND PATTERN RECOGNITION (ICWAPR), 2022, : 66 - 71
  • [25] Three-Way Group Decision in a Covering Decision Information System
    Xie, Xiaoliang
    He, Jiali
    Huang, Dan
    IEEE ACCESS, 2020, 8 : 5172 - 5188
  • [26] Three-Way ROCs for Forensic Decision Making
    Scurich, Nicholas
    John, Richard S.
    STATISTICS AND PUBLIC POLICY, 2023, 10 (01):
  • [27] Three-way multi-attribute decision-making with multiple decision makers in heterogeneous incomplete decision systems
    Wu J.
    Huang Z.
    Li J.
    Liu D.
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 (06) : 7469 - 7483
  • [28] Regret-based three-way decision making with possibility dominance and SPA theory in incomplete information system
    Mondal, Arijit
    Roy, Sankar Kumar
    Pamucar, Dragan
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 211
  • [29] A novel three-way decision approach in decision information systems
    Ye, Jin
    Zhan, Jianming
    Ding, Weiping
    Fujita, Hamido
    INFORMATION SCIENCES, 2022, 584 : 1 - 30
  • [30] A Two-Stage Multi-attribute Group Decision-Making Model Based on Regret Theory and Three-Way Decision Method with R-Numbers
    Cheng, Rui
    Fan, Jianping
    Wu, Meiqin
    Chen, Ruixin
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2024,