Mamdanisääntöjä
Mamdani's Inference Method, commonly referred to as Mamdani's rule of thumb, is a widely used approach in fuzzy logic control systems. It was developed by Ebrahim Mamdani and his colleagues in 1975. The method is particularly useful in scenarios where the system's behavior is difficult to model mathematically, but expert knowledge is available.
The Mamdani method operates on fuzzy sets, which are sets whose elements have degrees of membership. These
In the fuzzification step, crisp inputs are converted into fuzzy sets. These fuzzy sets are then used
The outputs of the rules are then aggregated to form a single fuzzy set. This is typically
Finally, the aggregated fuzzy set is defuzzified to produce a crisp output. This is done using a
The Mamdani method is intuitive and easy to implement, making it a popular choice for fuzzy logic