The Non-singleton Fuzzification Operation for General Forms of Interval Type-2 Fuzzy Logic Systems

被引：0

作者：

Ruiz, Gonzalo ^{[1
]}

Pomares, Hector ^{[1
]}

Rojas, Ignacio ^{[1
]}

Hagras, Hani ^{[2
]}

机构：

[1] Univ Granada, Dept Comp Architecture & Comp Technol, Granada, Spain

[2] Univ Essex, Sch Comp Sci & Elect Engn, Computat Intelligence Ctr, Colchester, Essex, England

来源：

2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE) | 2017年

关键词：

general forms of interval type-2 fuzzy sets; general forms of interval type-2 fuzzy logic system; non-singleton fuzzy logic systems; 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：

Recently, the theory regarding interval type-2 fuzzy sets and fuzzy logic systems has been further developed. In the first instance, the concepts of interval type-2 fuzzy sets were broadened, proving that this class of sets include some which are different from interval-valued sets. In a later work, the set theoretic operations of union and intersection on these sets were studied and presented under the framework of general type-2 fuzzy sets. This stimulated and motivated the further study of fuzzy logic systems using these new sets, which have been referred to as the general forms of interval type-2 fuzzy sets. However, as usual when a new fuzzy logic framework is presented, only the singleton version of these systems was introduced. In this work we aim to generalise that work, introducing the non-singleton general forms of interval type-2 fuzzy logic systems. We will present a real example on how to use these non-singleton fuzzy logic systems in real world applications.

引用

页数：6

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