多粒度三支决策研究进展
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作者单位:

1.华东交通大学软件学院,南昌 330013;2.赣南师范大学数学与计算机学院,赣州 341000;3.上海大学未来技术学院,上海 200444

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国家自然科学基金(62066014,62163016,6197158);江西省自然科学基金(20202BAB202010, 20212ACB202001, 20232ACB202013)。


Recent Advancement in Multi-granulation Three-Way Decisions
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Affiliation:

1.School of Software, East China Jiaotong University, Nanchang 330013, China;2.Department of Mathematics and Computer Science, Gannan Normal University, Ganzhou 341000, China;3.School of Future Technology, Shanghai University, Shanghai 200444, China

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    摘要:

    多粒度三支决策利用三支决策理论,从多视角、多层次对复杂问题进行数据分析与处理,逐渐成为一种高效、可靠的智能决策方法。本文对多粒度三支决策的研究工作进行综述,主要介绍了多粒度融合策略、多视角三支决策和多层次三支决策,以及从定性和定量两个角度探讨了多粒度三支决策,讨论了不同多粒度三支决策模型之间的关系,并指出了多粒度三支决策研究中存在的若干问题,为该领域的深入研究提供参考。

    Abstract:

    Multi-granulation three-way decisions utilizes three-way decision theory to analyze and process complex problems from multiple of views and levels, gradually becoming an efficient and reliable intelligent decision-making method. This paper reviews the research work on multi-granulation three-way decisions, mainly introduces multi-granulation fusion strategy, multiview three-way decisions, and multilevel three-way decisions, discusses multi-granulation three-way decisions from both qualitative and quantitative perspectives, illustrates the relationships between different multi-granulation three-way decisions models, and points out several problems for the existing multi-granulation three-way decisions. The obtained results can provide some references for the deep research in this field.

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钱进,郑明晨,周川鹏,刘财辉,岳晓冬.多粒度三支决策研究进展[J].数据采集与处理,2024,(2):361-375

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  • 收稿日期:2023-04-15
  • 最后修改日期:2023-05-25
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  • 在线发布日期: 2024-03-25