A New Extended Dominance Relation Approach Based on Probabilistic Rough Set Theory`

被引：0
|
作者：
Liang, Decui [1 ]
Yang, Simon X. [2 ]
Jiang, Chaozhe [3 ]
Zheng, Xiangui [4 ]
Liu, Dun [1 ]
机构：
[1] SW Jiaotong Univ, Sch Econ & Management, Chengdu 610031, Peoples R China
[2] Univ Guelph, Sch Engn, Guelph, ON N1G 2W1, Canada
[3] Southwest Jiaotong Univ, Coll Traff & Transportaton, Chengdu 610031, Peoples R China
[4] Sichuan Higher Inst Cuisine, Chengdu 610031, Peoples R China
来源：
ROUGH SET AND KNOWLEDGE TECHNOLOGY (RSKT) | 2010年 / 6401卷
关键词：
Extended dominance relation; Bayesian decision theory; incomplete information system; rough sets;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A new extended dominance relation is proposed for multi-attribute decision making problems with preference and incomplete information. First, the concept of new extended dominance relation based on the possibility of dominance relation between two objects is proposed. It substitutes the possibility of dominance relation for the conditions of limited extended dominance relation. In addition, it restricts that attribute values of two objects are missing in the same attribute. Through using probabilistic rough set theory, the threshold for the new extended dominance relation is estimated. It is decided by the loss regarding the risk or cost of those classification actions with respect to different states. Finally, the effectiveness of the new extended dominance relation is validated by experimental studies.
引用
收藏
页码：175 / 180
页数：6
相关论文
共 50 条
  • [1] Probabilistic Rough Set Model Based on Dominance Relation
    Li, Wentao
    Xu, Weihua
    ROUGH SETS AND KNOWLEDGE TECHNOLOGY, RSKT 2014, 2014, 8818 : 856 - 863
  • [2] Generalizing rough set theory through dominance-based rough set approach
    Greco, S
    Matarazzo, B
    Slowinski, R
    ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PT 2, PROCEEDINGS, 2005, 3642 : 1 - 11
  • [3] Probabilistic Approach to Rough Set Theory
    Wojciech Ziarko
    南昌工程学院学报, 2006, (02) : 47 - 47
  • [4] Extended Probabilistic Rough Sets Under a Strict Dominance Relation
    Liu, Dun
    Li, Tianrui
    JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2014, 22 (4-6) : 387 - 408
  • [5] An Extended Dominance-Based Rough Set Approach to Group Decision
    Bi, Wen-Jie
    Chen, Xiao-Hong
    2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 5753 - 5756
  • [6] Bayesian decision theory for dominance-based rough set approach
    Greco, Salvatore
    Slowinski, Roman
    Yao, Yiyu
    ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS, 2007, 4481 : 134 - +
  • [7] A parallel rule-based approach to compute rough approximations of dominance based rough set theory
    Nosheen, Faryal
    Qamar, Usman
    Raza, Muhammad Summair
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 115
  • [8] An extended dominance-based rough set approach to group sorting decision making
    Bi Wen-jie
    Chen Xiao-hong
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING (14TH) VOLS 1-3, 2007, : 339 - 344
  • [9] A Heuristic Approach to Dynamically Update Approximations of Dominance Based Rough Set Theory
    Nosheen, Faryal
    Qamar, Usman
    Raza, Muhammad Summair
    2022 24TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY (ICACT): ARITIFLCIAL INTELLIGENCE TECHNOLOGIES TOWARD CYBERSECURITY, 2022, : 341 - +
  • [10] Rough Set Model Based on Limited Similarity Dominance Relation
    Gao, Yuqing
    Ha, Minghu
    Zhao, Xia
    Li, Chunjing
    FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 5, PROCEEDINGS, 2008, : 285 - +
12345