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Erschienen in:
2020 | OriginalPaper | Buchkapitel
Fuzzy Systems: A Human Reasoning Approach Using Linguistic Variables
verfasst von : Shama Parveen, Suraiya Parveen, Nafisur Rahman
Erschienen in: Intelligent Communication Technologies and Virtual Mobile Networks
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Abstract
The term “Fuzzy” means vague or imprecise or uncertain or inexact. Fuzzy Sets enable us to accept the vagueness and lack of precision. Fuzzy Sets are used when classical/crisp representation cannot make the decision for a problem. Fuzzy Set Theory is a vast field and relies heavily on mathematical equations. This paper is an attempt to capture its essence without getting overwhelmed by the complexity of details. In this paper, we have confined our discussions about Fuzzy Sets and its operations in contrast to Classical Sets. We have started with Classical Sets followed by a discussion on how a Classical Set fails in some of the problems and how Fuzzy Sets overcome those issues. Then we have briefly discussed the Linguistic Variables and how it is more practical and realistic than a binary reasoning. For the sake of simplicity and understanding, we have tried to avoid mathematical equations wherever possible.