Interval type
Type reduction operators for interval type–2 defuzzification
... of type reduction be reason- ably refined and/or extended? How can similar properties be defined for other types of (non–interval) type–2 fuzzy sets? How does type reduction relate to ...
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Contrasting singleton type 1 and interval type 2 non singleton type 1 fuzzy logic systems
... both type-1 and type-2 fuzzy logic systems are employing singleton fuzzification due to its simplicity and reduction in its computational ...of interval type-2 fuzzy sets with the simplicity ...
8
Interval type 2 defuzzification using uncertainty weights
... the interval type–2 membership function have very different levels of ...the interval type–2 memberships, so it yields more reasonable results if more certain decision alternatives should ...
13
Interval type 2 intuitionistic fuzzy logic systems a comparative evaluation
... classical type-1 FSs, the MFs and NMFs of IFSs may not handle the plethora of uncertainty that fraught many ...- interval type-2 FS (IT2FS) - have values in the third dimension equal to 1 and this ...
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Interval type 2 A intuitionistic fuzzy logic for regression problems
... for type-1 comparison with our ...For type-2 systems, we adopt type-2 models such as type-2 FLS, self-evolving interval type-2 fuzzy neural network (SEIT2FNN) and interval ...
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Interval type 2 fuzzy sets in supplier selection
... both type-1 and interval type-2 membership ...The interval type- 2 fuzzy sets are capable of handling linguistic uncertainty better than type-1 fuzzy ...because, type-2 ...
7
A Topological Perspective for Interval Type-2 Fuzzy Hedges
... called type-1 fuzzy sets) are not suffi- cient to reflect certain uncertainty degrees - loosely speaking, they are fuzzy sets whose membership degrees are ordinary fuzzy ...defining type-2 fuzzy hedges, ...
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Interval Type-2 Fuzzy Logic And Ga Techniques: A Review
... As previously stated, GIT2FS is basically a fuzzy system augmented by a learning process based on a genetic algorithm (GA). In GIT2FS, GAs operates to search an appropriate Knowledge Base (KB) of a fuzzy system for a ...
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A support vector based interval type 2 fuzzy system
... rules. Type-1 fuzzy sets and interval type-2 fuzzy sets for rule 1 characterised by Gaussian membership functions were depicted in ...of type-2 TSK A2- CO systems over type-1 TSK ...
6
Interval type 2 intuitionistic fuzzy logic system for non linear system prediction
... new interval type-2 intuitionistic fuzzy logic system (IT2IFLS) of Takagi-Sugeno-Kang (TSK) fuzzy ...a type-1 fuzzy logic approach and some interval type-2 fuzzy ...
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Interval type 2 fuzzy localization for wireless sensor networks
... This paper proposed a linguistic fuzzy modeling focused on interpretability for localization of mobile nodes in wireless sensor networks. The uncertainty in the linguistic localization system was processed in two ways: ...
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Interval Type 2 Fuzzy Logic Control of Mobile Robots
... controller. Type-2 fuzzy logic has been used by researchers to try and overcome some of these difficulties ...of type-2 fuzzy logic controllers in various applications ...fact, type-2 fuzzy sets were ...
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Application of Interval Type-2 Fuzzy Logic System in Short Term Load Forecasting on Special Days
... either type-0 (known as singleton fuzzification), type-1 or Interval Type-2 FSs, which then the inference engine and the rule base to produce output Interval Type- 2 ...These ...
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A Simplified Interval Type 2 Fuzzy Implementation for Financial Credit Decision
... In this section, we have discussed about the proposed model and their implementations. The proposed model is implemented and tested on German credit approval system data which are downloaded from UCI machine learning ...
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“An Interval Type-2 Fuzzy Logic Approach for Induction Motors Stator Condition Monitoring”
... Damaged). Interval type-2 fuzzy logic interprets uncertain situation of events (Good or Damaged condition) hence it is used for condition monitoring of induction ...using interval type-2 fuzzy ...
16
Interval type–2 fuzzy decision making
... risk. Type-1 fuzzy logic by its (essentially) crisp nature is limited in modelling decision making as there is no uncertainty in the membership ...that interval type–2 fuzzy sets might play in ...
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Type 1 and interval type 2 ANFIS: a comparison
... on type-1 (T1) ...in type-2 (T2) FLS, especially in interval type-2 (IT2) FLS [5], and a number of works have helped to make the implementation of T2 FLS straightforward [6, ...
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Interval Type-2 Fuzzy Logic Controller for DC-DC Converter
... an Interval Type2 Fuzzy Logic (IT2FL) controller is proposed for the control of DC-DC converters to attain a good output voltage regulation and dynamic ...boost type DC-DC converters are considered for the ...
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Structural Damage Control with Interval Type-2 Fuzzy Logic Controller
... years, type-2 fuzzy systems have been used effectively in many engineering issues ...an interval type-2 fuzzy ...a type-1 fuzzy controller functions is more effective than a passive damper, ...
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Extending similarity measures of interval type 2 fuzzy sets to general type 2 fuzzy sets
... for type-1 and interval type-2 fuzzy sets, there are very few similarity measures that enable the comparison of general type-2 fuzzy ...existing interval type-2 similarity ...
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