Building fuzzy inference systems with the interval type-2 fuzzy logic toolbox

被引：18

作者：

Castro, J. R. ^{[1
]}

Castillo, O. ^{[2
]}

Melin, P. ^{[2
]}

Martinez, L. G. ^{[1
]}

Escobar, S. ^{[1
]}

Camacho, I. ^{[1
]}

机构：

[1] Univ Autonoma Baja California, Tijuana, Mexico

[2] Tijuana Inst Technol, Dept Comp Sci, Tijuana, Mexico

来源：

ANALYSIS AND DESIGN OF INTELLIGENT SYSTEMS USING SOFT COMPUTING TECHNIQUES | 2007年 / 41卷

关键词：

interval type-2 fuzzy inference systems; interval type-2 fuzzy logic toolbox; interval type-2 membership functions; footprint of uncertainty;

D O I：

10.1007/978-3-540-72432-2_7

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 [模式识别与智能系统]; 0812 [计算机科学与技术]; 0835 [软件工程]; 1405 [智能科学与技术];

摘要：

This paper presents the development and design of a graphical user interface and a command line programming Toolbox for construction, edition and simulation 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, constitute the Toolbox. The Toolbox's best qualities are the capacity to develop complex systems and the flexibility that allows 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：53 / +

页数：3

共 17 条

[1]

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[2]

JUAN R, 2005, THESIS TIJUANA I TEC

[3]

JUAN R, 2006, P INT SEM COMP INT, P100

[4]

Karnik N. N., 1998, INTRO TYPE 2 FUZZY L