We have proposed a fuzzy rough set approach to induce gradual decision rules from decision tables without using any fuzzy logical connective. In this paper, we discuss the equivalence between fuzzy-rough modus ponens and fuzzy-rough modus tollens obtained from the induced gradual decision rules. We show the necessary and sufficient conditions for fuzzy-rough modus ponens and fuzzy-rough modus tollens to be equivalent. © 2005 The authors. All rights reserved.

Equivalence of fuzzy-rough modus ponens and fuzzy-rough modus tollens

Greco, Salvatore;
2005

Abstract

We have proposed a fuzzy rough set approach to induce gradual decision rules from decision tables without using any fuzzy logical connective. In this paper, we discuss the equivalence between fuzzy-rough modus ponens and fuzzy-rough modus tollens obtained from the induced gradual decision rules. We show the necessary and sufficient conditions for fuzzy-rough modus ponens and fuzzy-rough modus tollens to be equivalent. © 2005 The authors. All rights reserved.
Artificial Intelligence
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11769/361674
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