Extended rough set model in set-valued information systems

Computer Engineering and Applications ›› 2011, Vol. 47 ›› Issue (35): 22-24.

• 博士论坛 • Previous Articles Next Articles

Extended rough set model in set-valued information systems

BAO Zhongkui1，2，YANG Shanlin1

1.School of Management，Hefei University of Technology，Hefei 230009，China
2.School of Mathematical Sciences，Anhui University，Hefei 230601，China

Received:1900-01-01 Revised:1900-01-01 Online:2011-12-11 Published:2011-12-11

集值信息系统的粗糙集扩展模型

鲍忠奎1，2，杨善林1

1.合肥工业大学管理学院，合肥 230009
2.安徽大学数学科学学院，合肥 230601

Abstract

Abstract: Kinds of relations in the classical set-valued information systems are analyzed.Based on set inclusion degree，the concept of tolerance degree is introduced in set-valued information systems，and then a tolerance relation based on tolerance degree is defined.An extension model of rough set based on α-tolerance relation is proposed，then the relations between this extension model and classical models are compared.Finally，an illustrative example is analyzed.

Key words: set-valued information systems, rough set, tolerance degree, α-tolerance relation

摘要： 通过分析研究现有集值信息系统下定义的二元关系，基于集合包含度在集值信息系统中引入相似度概念，定义了一种基于相似度的α-相容关系，提出基于α-相容关系的粗糙集扩展模型，并分析比较了该模型与现有粗糙集扩展模型之间的关系。最后，给出实例加以验证。

关键词: 集值信息系统, 粗糙集, 相似度, α-相容关系

BAO Zhongkui1，2，YANG Shanlin1. Extended rough set model in set-valued information systems[J]. Computer Engineering and Applications, 2011, 47(35): 22-24.

鲍忠奎1，2，杨善林1. 集值信息系统的粗糙集扩展模型[J]. 计算机工程与应用, 2011, 47(35): 22-24.

[1]	GAO Tianyu, WANG Qingrong, YANG Lei. Data Mining Model Based on Attribute Dependability Enhancement of Rough Set [J]. Computer Engineering and Applications, 2021, 57(3): 87-93.
[2]	WANG Qingrong, MA Chenkun. Forecast of Emergency Supplies for Case Consumption Reasoning [J]. Computer Engineering and Applications, 2021, 57(22): 281-287.
[3]	LIU Yufeng, SUN Wenxin. Generalized Multi-granulation Quantization Soft Rough Set Model [J]. Computer Engineering and Applications, 2021, 57(12): 137-143.
[4]	LIU Guizhi. Incremental Attribute Reduction of Incomplete Hybrid Data Based on Dimension Change [J]. Computer Engineering and Applications, 2021, 57(12): 161-169.
[5]	ZHANG Bo, JIA Huayu, MA Jun. Estimation of Air Condition for Unmanned Aerial Vehicle Based on RS-GA Neural Network [J]. Computer Engineering and Applications, 2020, 56(4): 209-213.
[6]	MOU En, ZHANG Xianyong, YAO Yuesong, DENG Qie. Class-Specific Attribute Reduct and Its Heuristic Algorithm of Neighborhood Approximation Condition-Entropy [J]. Computer Engineering and Applications, 2020, 56(24): 175-180.
[7]	ZHANG Jianhua, LI Fangfang, YANG Lan. Research on Matching Supply and Demand of Case Knowledge Based on PFS and RS [J]. Computer Engineering and Applications, 2020, 56(23): 139-145.
[8]	LUO Gongzhi, MEI Tao. Multi-granulation Decision-Theoretic Rough Set Method Based on Supervisory Mechanism and Its Application [J]. Computer Engineering and Applications, 2020, 56(18): 214-220.
[9]	XIE Xuming, DUAN Longzhen, QIU Taorong, YANG Youfeng. Improved Quantum Search Algorithm and Its Application on Computation of Core [J]. Computer Engineering and Applications, 2020, 56(14): 57-61.
[10]	LI Xu, RONG Zijing, REN Yan. Attribute Reduction on Weighted Decision Table [J]. Computer Engineering and Applications, 2020, 56(12): 54-59.
[11]	CHEN Panpan, LIN Menglei. Attributes Reduction of Single Valued Neutrosophic Decision Information System Based on Inclusion Degree [J]. Computer Engineering and Applications, 2020, 56(12): 175-181.
[12]	REN Jun1, TANG Qiwen1, XU Yi2, HU Shanzhong2. Research on Multi Granularity Rough Set for University Students’ Poverty Support Evaluation [J]. Computer Engineering and Applications, 2019, 55(7): 82-86.
[13]	WU Yangyang, TANG Jianguo. Research Progress of Attribute Reduction Based on Rough Set in Context of Big Data [J]. Computer Engineering and Applications, 2019, 55(6): 31-38.
[14]	QI Meilan, LI Xiaonan. Matroidal Structure Based on Set-Valued Mapping and Its Relationship with Covering Rough Sets [J]. Computer Engineering and Applications, 2019, 55(6): 50-56.
[15]	YANG Zhen, GENG Xiuli. Research on Mining Association Rules Based on Multi-Granularity Attribute Reduction [J]. Computer Engineering and Applications, 2019, 55(6): 133-139.

Extended rough set model in set-valued information systems

集值信息系统的粗糙集扩展模型

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics