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Pseudo-uninorms and Atanassov's intuitionistic pseudo-uninorms
被引:4
|作者:
da Silva, Ivanosca A.
[1
]
Bedregal, Benjamin
[2
]
da Costa, Claudilene G.
[3
]
Palmeira, Eduardo
[4
]
da Rocha, Marcus P.
[5
]
机构:
[1] Univ Fed Rio Grande do Norte, Inst Metropole Digital, BR-59072970 Natal, RN, Brazil
[2] Univ Fed Rio Grande do Norte, Dept Informat & Matemat Aplicada, BR-59072970 Natal, RN, Brazil
[3] Univ Fed Paraiba, Dept Ciencias Exatas, BR-58297000 Rio Tinto, PB, Brazil
[4] Univ Estadual Santa Cruz, Dept Ciencias Exatas & Tecnol, BR-45662900 Ilheus, BA, Brazil
[5] Fed Univ Para, Dept Matemat, BR-66093380 Belem, PA, Brazil
关键词:
Atanassov's intuitionistic fuzzy sets;
pseudo t-norms;
uninorms;
natural negations;
automorphisms;
decision making;
FUZZY SET-THEORY;
AGGREGATION OPERATORS;
DECISION-MAKING;
T-CONORMS;
INTERVAL;
NEGATIONS;
ROBUSTNESS;
NORMS;
AUTOMORPHISMS;
EXTENSIONS;
D O I:
10.3233/IFS-151593
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
This paper considers the concept of pseudo-uninorm which is a natural generalization of the concept of pseudo t-norm for uninorms and presents the relationship between pseudo-uninorms on the unit interval and their natural extension according to Atanassov's intuitionistic framework, showing how to obtain, in a canonical manner, Atanassov's intuitionistic pseudo-uninorms from pseudo-uninorms. Moreover, we also show that the automorphisms on the unit interval and on L* (the intuitionistic valued lattice) are in one-to-one correspondence and how automorphisms on L* act on Atanassov's intuitionistic pseudo-uninorms. It is also proved the commutation between the action of automorphisms and the canonical construction of pseudo-uninorms on L* commute. Moreover, we generalize the usual generation of fuzzy negations from t-norms in order to construct fuzzy negations from pseudo-uninorms and, subsequently, generalize this construction for L* and relate these two constructions. Finally, we use pseudo-uninorms to obtain a class of weighted average operator and applies it in multiple attribute group decision making problems.
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页码:267 / 281
页数:15
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