Continuous preference logic for system evaluation

被引:91
作者
Dujmovic, Jozo J. [1 ]
机构
[1] San Francisco State Univ, Dept Comp Sci, San Francisco, CA 94132 USA
关键词
andness/orness; evaluation; generalized conjunction/disjunction (GCD); logic scoring of preference (LSP) method; partial absorption; preference logic;
D O I
10.1109/TFUZZ.2007.902041
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we investigate mathematical models that are suitable for modeling decisions in the area of system evaluation, comparison, and selection. Our interest is focused on soft computing models that can be directly related to observable properties of human reasoning, and have a record of use in system evaluation practice. We analyze various approaches to defining andness and orness, and use a generalized conjunction/disjunction (GCD) to build compound preference logic functions and logic models for system evaluation. We also present applications of the continuous preference logic in decision models based on the LSP method.
引用
收藏
页码:1082 / 1099
页数:18
相关论文
共 39 条
  • [1] [Anonymous], 1997, The Ordered Weighted Averaging Operators: Theory and Applications
  • [2] [Anonymous], P INF C BLED YUG
  • [3] Absorbent tuples of aggregation operators
    Behakov, G.
    Calvo, T.
    Pradera, A.
    [J]. FUZZY SETS AND SYSTEMS, 2007, 158 (15) : 1675 - 1691
  • [4] Belton V., 2002, INTEGRATED APPROACH, DOI [10.1007/978-1-4615-1495-4, DOI 10.1007/978-1-4615-1495-4_9]
  • [5] Bullen P. S., 2003, HDB MEANS THEIR INEQ
  • [6] Carlsson C., 2002, FUZZY REASONING DECI
  • [7] WEIGHTED MINIMUM AND MAXIMUM OPERATIONS IN FUZZY SET-THEORY
    DUBOIS, D
    PRADE, H
    [J]. INFORMATION SCIENCES, 1986, 39 (02) : 205 - 210
  • [8] A REVIEW OF FUZZY SET AGGREGATION CONNECTIVES
    DUBOIS, D
    PRADE, H
    [J]. INFORMATION SCIENCES, 1985, 36 (1-2) : 85 - 121
  • [9] Dubois D., 1984, Framework of Fuzzy Set Theory, in Fuzzy Sets and Decision Analysis, P209
  • [10] DUJMOBIC JJ, 2005, P EUROFUSE, P71