This article presents a study on the use of parametrized operators in the Inference System of linguistic fuzzy systems adapted by evolutionary algorithms, for achieving better cooperation among fuzzy rules. This approach produces a kind of rule cooperation by means of the inference system, increasin
Context adaptation of mamdani fuzzy rule based systems
โ Scribed by Alessio Botta; Beatrice Lazzerini; Francesco Marcelloni
- Publisher
- John Wiley and Sons
- Year
- 2008
- Tongue
- English
- Weight
- 536 KB
- Volume
- 23
- Category
- Article
- ISSN
- 0884-8173
No coin nor oath required. For personal study only.
๐ SIMILAR VOLUMES
In this paper, we present a multistage genetic learning process for obtaining linguistic fuzzy rule-based classification systems that integrates fuzzy reasoning methods cooperating with the fuzzy rule base and learns the best set of linguistic hedges for the linguistic variable terms. We show the ap
In this study, we propose a hybrid identification algorithm for a class of fuzzy rule-based systems. The rule-based fuzzy modeling concerns structure optimization and parameter identification using the fuzzy inference methods and hybrid structure combined with two methods of optimization theories fo
This paper presents a fuzzy constraint satisfaction system which can be used in a distributive environment and, through an example, identifies contexts which exist within the constraint satisfaction system. The fuzzy constraint satisfaction system utilizes value propagation on constraints through th
This paper reviews experience in using a temporal fuzzy classifier system which explicitly represents time in the classifier syntax by augmenting individual classifiers with temporal tags. The contribution of each activated classifier to the composite system output is modulated in time according to
## Abstract A fuzzy ruleโbased methodology is applied to the problem of classifying daily atmospheric circulation patterns (CP). The purpose of the approach is to produce a semiโautomated classification that combines the expert knowledge of the meteorologist and the speed and objectivity of the com