An interval type-2 fuzzy logic toolbox for control applications

被引：0

作者：

Castro, Juan R. ^{[1
]}

Castillo, Oscar ^{[2
]}

Melin, Patricia ^{[2
]}

机构：

[1] Univ Autonoma Baja California, Div Grad Studies & Res, Mexicali 21100, Baja California, Mexico

[2] Tijuana Inst Technol, Div Grad Studies & Res, Tijuana, Mexico

来源：

2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4 | 2007年

关键词：

LINGUISTIC-SYNTHESIS; SYSTEMS; IDENTIFICATION; 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：

This paper presents the development and design of a graphical user interface and a command line programming toolbox for construction, edition and observation of Interval Type-2 Fuzzy Inference Systems. The Interval Type-2 Fuzzy Logic System Toolbox (IT2FLS), is an environment for interval type-2 fuzzy logic inference system development. Tools that cover the different phases of the fuzzy system design process, from the initial description phase, to the final implementation phase, build the Toolbox. The Toolbox's best qualities are the capacity to develop complex systems and the flexibility that permits the user to extend the availability of functions for working with the use of type-2 fuzzy operators, linguistic variables, interval type-2 membership functions, defuzzification methods and the evaluation of Interval Type-2 Fuzzy Inference Systems.

引用

页码：61 / +

页数：2

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