多粒度三支决策研究进展
Recent Advancement in Multi-granulation Three-Way Decisions
钱进 1郑明晨 1周川鹏 1刘财辉 2岳晓冬3
作者信息
- 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
- 折叠
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.
关键词
多粒度计算/三支决策/粒计算/知识获取/信息融合Key words
multi-granulation computing/three-way decisions/granular computing/knowledge acquisition/information fusion引用本文复制引用
基金项目
国家自然科学基金(62066014)
国家自然科学基金(62163016)
国家自然科学基金(6197158)
江西省自然科学基金(20202BAB202010)
江西省自然科学基金(20212ACB202001)
江西省自然科学基金(20232ACB202013)
出版年
2024
国家科技期刊平台
NSTL
万方数据