2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 2020
DOI: 10.1109/fuzz48607.2020.9177553
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Juzzy Constrained: Software for Constrained Interval Type-2 Fuzzy Sets and Systems in Java

Abstract: Constrained interval type-2 (CIT2) fuzzy sets are a class of type-2 fuzzy sets that has been recently proposed as a way to extend type-1 membership functions to interval type-2 (IT2) while keeping a semantic connection between the IT2 fuzzy set and the concept it models. Recent work has shown how their mathematical properties can be used to design CIT2 fuzzy logic systems that are able to provide explanations for their outputs. Although the CIT2 representation can be a valuable alternative to the IT2 one, no s… Show more

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Cited by 8 publications
(1 citation statement)
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“…Several toolboxes for working with type-2 controllers are described in the literature, they are built not only in Matlab software [11,12] but also with the usage of different languages e.g. Java [13,14], R language [15] or Python [16]. However, they are characterized by limitations in applications, the vast majority are limited to interval controllers, or without the possibility of any significant changes int the controller's structure.…”
Section: Introductionmentioning
confidence: 99%
“…Several toolboxes for working with type-2 controllers are described in the literature, they are built not only in Matlab software [11,12] but also with the usage of different languages e.g. Java [13,14], R language [15] or Python [16]. However, they are characterized by limitations in applications, the vast majority are limited to interval controllers, or without the possibility of any significant changes int the controller's structure.…”
Section: Introductionmentioning
confidence: 99%