Summary
We focus in this paper on approximate reasoning in a symbolic framework, and more precisely in multi-valued logic. Approximate reasoning is based on a generalization of Modus Ponens, known as Generalized Modus Ponens (GMP). Its principle is that from an observation different but approximately equal to the rule premise, we can deduce a fact approximately equal to the rule conclusion. We propose a generalization of the approximate reasoning axiomatic introduced by Fukami, and we show the weakness of GMP approaches in the multi-valued context towards this axiomatic. Moreover, we propose two rules of symbolic GMP that check the axiomatic. One is based on the implication operator and the second on linguistic modifiers.
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Borgi, A., Kacem, S.B.H., Ghedira, K. (2008). Approximate Reasoning in a Symbolic Multi-valued Framework. In: Lee, R., Kim, HK. (eds) Computer and Information Science. Studies in Computational Intelligence, vol 131. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-79187-4_18
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DOI: https://doi.org/10.1007/978-3-540-79187-4_18
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