The underlying structure in Atanassov's IFS



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Montero, Javier and Gomez, Daniel and Bustince, H. and Barrenechea, Edurne (2008) The underlying structure in Atanassov's IFS. In Developments in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Warsaw, S L, pp. 243-252. ISBN 9788360434529

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In this paper we shall stress the key relevance of addressing a specific structure for the valuation space in Atanassov's IFS, which may help to establish certain di®erences with other related models. In particular, we point out that each one of the valuation states proposed by Atanassov plays a different role, so they should be distinguished from their particular properties with respect to the other valuation states. In the same way, we realize that those three valuation states are not interchangeable and that each state should in principle allow a clear definition, as in any standard classification problem, always subject to potential direct estimation. Considering for example a transition (directed) graph in order to connect states provides in addition a new framework for useful more general models, taking simultaneously into account several logics when needed and avoiding the still binary heritage in Atanassov's model.

Item Type:Book Section
Uncontrolled Keywords:Atanassov's Intuitionistic Fuzzy Sets; Interval Valued Fuzzy Sets; Type-2 Fuzzy Sets, L-Fuzzy sets.
Subjects:Sciences > Mathematics > Logic, Symbolic and mathematical
ID Code:30811
Deposited On:11 Jun 2015 09:18
Last Modified:22 Apr 2016 13:32

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