INVESTIGATIONS ON THE APPLICABILITY OF FUZZY INFERENCE

被引:13
作者
PARK, D
CAO, ZQ
KANDEL, A
机构
[1] UNIV S FLORIDA,DEPT COMP SCI & ENGN,TAMPA,FL 33620
[2] FLORIDA STATE UNIV,SUS CTR ARTIFICIAL INTELLIGENCE,TALLAHASSEE,FL 32306
[3] FLORIDA STATE UNIV,DEPT COMP SCI,TALLAHASSEE,FL 32306
关键词
FUZZY IMPLICATION OPERATOR; FUZZY INFERENCE; FUZZY LOGIC CONTROLLER;
D O I
10.1016/0165-0114(92)90321-T
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper investigates the applicability of some fuzzy implication operators which were evaluated in the literature and are considered to be very good operators. We show that (AND, min(1,1 - mu(A)(a) + mu(B)(b))) has the best performance in the cases examined. Some new fuzzy implication operators are also investigated and found comparable in all cases to the operator given above.
引用
收藏
页码:151 / 169
页数:19
相关论文
共 29 条
[1]  
Baldwin J., 1979, ADV FUZZY SET THEORY, P93
[2]  
Baldwin J. F., 1979, Fuzzy Sets and Systems, V2, P309, DOI 10.1016/0165-0114(79)90004-6
[3]   FUZZY POWER SETS AND FUZZY IMPLICATION OPERATORS [J].
BANDLER, W ;
KOHOUT, L .
FUZZY SETS AND SYSTEMS, 1980, 4 (01) :13-30
[4]   SEMANTICS OF IMPLICATION OPERATORS AND FUZZY RELATIONAL PRODUCTS [J].
BANDLER, W ;
KOHOUT, LJ .
INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1980, 12 (01) :89-116
[5]  
Cao Z., 1984, INCLINE ALGEBRA APPL
[6]   A NEW MODEL OF FUZZY-REASONING [J].
CAO, ZQ ;
KANDEL, A ;
LI, LH .
FUZZY SETS AND SYSTEMS, 1990, 36 (03) :311-325
[7]   APPLICABILITY OF SOME FUZZY IMPLICATION OPERATORS [J].
CAO, ZQ ;
KANDEL, A .
FUZZY SETS AND SYSTEMS, 1989, 31 (02) :151-186
[8]   SOME CONSIDERATIONS ON FUZZY CONDITIONAL INFERENCE [J].
FUKAMI, S ;
MIZUMOTO, M ;
TANAKA, K .
FUZZY SETS AND SYSTEMS, 1980, 4 (03) :243-273
[9]  
Kandel A., 1992, HYBRID ARCHITECTURES
[10]  
Kandel A., 1992, FUZZY EXPERT SYSTEMS