Baklouti N, John R, Alimi AM (2012) Interval type-2 fuzzy logic control of mobile robots. J Intel Learn Syst Appl 4:291-302Alimi, Type-2 Fuzzy Logic Control of Mobile Robots - Baklouti, M - 2012 () Citation Context ...pdate using a fuzzy logic system. The big difference between...
interval type-2 fuzzy sets when 1) the knowledge used to establish rules is mined from experts who have different understandings of the same words [6], [7], or 2) the FLS is used to describe a complex process the nature of which cannot ...
Two m-files are included, each represents an implementation of interval type-2 fuzzy logic systems. A pdf file that explains the codes is included, along with a copy of the research manuscript that discusses in details the derivation of the inference mechanisms that these codes are based on....
Index Terms—Interval type-2 fuzzy sets, nonsingleton fuzzy logic systems, time-series forecasting, tuning of parameters, type-2 fuzzy logic systems, upper and lower membership functions. I. INTRODUCTION FUZZY logic system (FLS) (also known as a fuzzy system, fuzzy logic controller, etc) ...
type-1 fuzzy T-S model. Then the type-2 fuzzy T-S model is obtained from the type-1 model through unconstrained optimization where the Nelder-Mead Simplex method is utilized.Finally, the results of the experiment prove the efficiency of the proposed algorithm. ...
An evolutionary architecture was proposed to generate the rule base and to optimize the membership functions of a type-2 Fuzzy Classification System The proposed architecture is composed of three stages. In the first stage of the architecture, a Genetic Algorithm generates the rule base of the ...
Design of an Interval Type-2 Fuzzy Immune Controllerimmune feedback control lawtype-2 fuzzy logic controlnonlinear discrete systemimmune systemFuzzy immune controlThis study presents a novel Interval Type-2 Fuzzy Immune Control (IT2FIC) for linear and nonlinear discrete systems. The controller is ...
Next, decision weights are computed based on the centrality of the SNA, and the decision information is aggregated by the interval type-2 fuzzy weighted average method. The procedure for solving LGDM problems is presented. Finally, an illustrative example is investigated to demonstrate the ...
interval type-2 fuzzy sets问题补充:匿名 2013-05-23 12:21:38 正在翻译,请等待... 匿名 2013-05-23 12:23:18 时间间隔类型2模糊集 匿名 2013-05-23 12:24:58 间隔时间第二类型不分明集 匿名 2013-05-23 12:26:38 区间二型模糊集 匿名 2013-05-23 12:28:18 正在翻译,请等待....
Interval type-2 fuzzy logic system Interval type-2 fuzzy PID controller Inverted pendulum system Hardware-in-the-loop (HIL) simulation 1. Introduction Most of the industrial processes are still the conventional PID controllers due to their simple control structures, affordable price, and effectiveness...