A Theory of Information for Vague Concepts. Outline of Application to Approximate Reasoning

Abstract

By combining the subjective probabilistic viewpoint of fuzziness with the entropy of deterministic functions, it is possible to expand an information theory of fuzzy sets which is fully compatible and consistent with the classical Shannonian information theoretic framework. A model of transinformation between fuzzy sets, which could be of help in approximate reasoning can be obtained, an interesting feature of which is that it can be duplicated in the framework of fuzzy set theory.

Citation

Jumarie, G. (1990), "A Theory of Information for Vague Concepts. Outline of Application to Approximate Reasoning", Kybernetes, Vol. 19 No. 4, pp. 15-34. https://doi.org/10.1108/eb005852