The stability will be proving on Mamdani's architecture fuzzy logic systems type-1 and type-2 respectively.doi:10.1007/978-3-540-70812-4_3Jose MoralesOscar CastilloJose SoriaSpringer Berlin HeidelbergMorales J, Castillo O, Soria J (2008) Stability on type-1 and type-2 fuzzy logic systems. ...
This research article proposes the shunt active filter (SHAF), which is used to improve the power quality of the electrical network by mitigating the harmonics with the help of Type-1 and Type-2 Fuzzy logic controller (Type-1 and Type-2 FLC) Triangular membership function (M.F). To carry...
We describe in this chapter a relatively new area in fuzzy logic, which is called type-2 fuzzy logic. A type-2 fuzzy set is a set in which we also have uncertainty about the membership function. Of...doi:10.1007/978-3-030-03134-3_1Castillo, Oscar...
Type-2FuzzyLogicSystems Inthischapter,abriefoverviewofthebasicconceptsoftype-2fuzzysystems ispresented.Thisoverviewisintendedtoprovidethebasicconceptsneeded tounderstandthemethodsandalgorithmspresentedlaterinthisbook[1–3]. Thebasicconceptsthatarecoveredinthischapterare:type-2fuzzysets,mem- ...
However, the systems constructed on the base of type 1 fuzzy systems cannot directly handle the uncertainties associated with information or data in the knowledge base of the process. In this paper, the structure of a type 2 Takagi–Sugeno–Kang fuzzy neural system was presented, and its ...
than a type-1 FLS and nearest neighbor classifier. Index Terms—Channel equalization, fuzzy logic systems, inter- val sets, type reduction, type-2 fuzzy sets, uncertainties. I. INTRODUCTION I N this paper, we introduce a new class of fuzzy logic systems—type-2 fuzzy logic systems—in ...
A type-2 fuzzy set(T2-FS), which has the characteristic of its membership grades themselves being fuzzy sets, is the extension of the traditional type-1 fuzzy set(T1-FS). The type-2 fuzzy logic controller(T2-FLC) based on the T2-FS can deal with both the linguistic and the numerical...
We can say that type-2 fuzzy logic is a generalization of conventional fuzzy logic (type-1) in the sense that uncertainty is not only limited to the linguistic variables but also is present in the definition of the membership functions. On the other hand, intuitionistic fuzzy sets can also ...
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Stability on Type-1 and Type-2 Fuzzy Logic Systems The fuzzy systems present some characteristics that the classical control systems (PI, PD and PID) don't have, like smoother control, noise immunity, impor... J Morales,O Castillo,J Soria - Springer Berlin Heidelberg 被引量: 11发表: 2008...