Toward General Type-2 Fuzzy Logic Systems Based on Shadowed Sets

被引：12

作者：

Gonzalez, Claudia I. ^{[1
]}

Melin, Patricia ^{[1
]}

Castillo, Oscar ^{[1
]}

Juarez, Daniela ^{[2
]}

Castro, Juan R. ^{[2
]}

机构：

[1] Tijuana Inst Technol, Div Grad Studies, Tijuana, Mexico

[2] Autonomous Univ Baja California, Tijuana, Mexico

来源：

ADVANCES IN FUZZY LOGIC AND TECHNOLOGY 2017, VOL 2 | 2018年 / 642卷

关键词：

General type-2 fuzzy sets; Shadowed sets; Interval type-2 fuzzy sets; Shadowed type-2 fuzzy sets; ALPHA-PLANE REPRESENTATION;

D O I：

10.1007/978-3-319-66824-6_12

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 presents a novel methodology to obtain the shadowed set for all the secondary membership functions embedded in a general type-2 membership function. In this paper we present an approach to obtain the shadowed set for a Triangular and a Gaussian membership function. The idea is to model and perform a general type-2 fuzzy system based on shadowed type-2 fuzzy sets. The results are compared against the performance when a general type fuzzy inference system is approximate using on a-planes.

引用

页码：131 / 142

页数：12

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