Fuzzy Implications: Past, Present, and Future

Baczynski, Michał and Jayaram, Balasubramaniam and Massanet, Sebastia and Torrens, Joan (2015) Fuzzy Implications: Past, Present, and Future. In: Springer Handbook of Computational Intelligence. Springer Handbook of Computational Intelligence . Springer, Berlin, pp. 183-202. ISBN 9783662435045

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Abstract

Fuzzy implications are a generalization of the classical two-valued implication to the multi-valued setting. They play a very important role both in the theory and applications, as can be seen from their use in, among others, multivalued mathematical logic, approximate reasoning, fuzzy control, image processing, and data analysis. The goal of this chapter is to present the evolution of fuzzy implications from their beginnings to the current days. From the theoretical point of view, we present the basic facts, as well as the main topics and lines of research around fuzzy implications. We also devote a specific section to state and recall a list of main application fields where fuzzy implications are employed, as well as another one to the main open problems on the topic.

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