A Conceptual Framework for Understanding a Fuzzy System
نویسندگان
چکیده
The word Interpretability is becoming more and more frequent in the fuzzy literature. It is admitted as the main advantage of fuzzy systems and it should be given a main role in fuzzy modeling. However, although researchers talk a lot about Interpretability, it is even not clear what it really means. Understanding of fuzzy systems is a subjective task which strongly depends on the person (experience, preferences, knowledge, etc.) who makes the assessment. The general context and the specific problem under consideration have a huge influence too. This paper makes a review on works related to Interpretability and presents the proposal of a conceptual framework that can help to understand fuzzy systems. Moreover, it can be considered as a starting point in order to propose a fuzzy index, easily adaptable to the context of each problem as well as to the user quality criteria, for measuring Interpretability. Keywords— Fuzzy systems, Interpretability definition and measurement.
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