Studies on Interpolative Fuzzy Reasoning and Fuzzy Rule Generation
نویسندگان
چکیده
منابع مشابه
Interpolative reasoning with insufficient evidence in sparse fuzzy rule bases
Rule based fuzzy approximate reasoning uses various techniques of modified modus ponens. The observation is in most cases not identical with any of the antecedents in the rules. However, a conclusion still can be computed by using some combination of all consequents where an overlapping of observation and antecedent is present. If the rule base is sparse, i.e., it contains insufficient informat...
متن کاملFuzzy Interpolative Reasoning Methods and Algorithms for the Sparse Fuzzy Rule
In this paper, a new fuzzy interpolative reasoning method is proposed for the sparse rule bases by using the highest points and slopes of the antecedent and consequent fuzzy sets. The proposed fuzzy reasoning methods are not only suitable for the four kinds of fuzzy sets in inference rules, but also can guarantee the convexity and normality of the reasoning consequence. Furthermore, the computa...
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One view of hybrid control, or multiple objective, behaviour-based control systems is a kind of strategy reconfiguration – an intelligent adaptation of the system to the actual situation. In case of hybrid control it is an actual situation dependent discrete strategy (controller) changing, while in behaviour-based control systems it is a discrete switching to the most appropriate strategy or a ...
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The main idea of behaviour-based control structures is to handle partially known complex situations by a set of known behaviours (strategies). By discrete switching to the behaviour seems to be the most appropriate one, or by fusing the behaviours appeared to be the most appropriate ones. These structures has two main tasks to solve. The first is the decision about the level of suitability of t...
متن کاملInterpolative Fuzzy Reasoning in Behaviour-Based Control
Some difficulties emerging during the construction of fuzzy behaviour-based control structures are inherited from the type of the applied fuzzy reasoning. The fuzzy rule base requested for many classical reasoning methods needed to be complete. In case of fetching fuzzy rules directly from expert knowledge e.g. for the behaviour coordination module, the way of building a complete rule base is n...
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ژورنال
عنوان ژورنال: Journal of Japan Society for Fuzzy Theory and Systems
سال: 1997
ISSN: 0915-647X,2432-9932
DOI: 10.3156/jfuzzy.9.5_698_1