In the latter, however, either models or a set of input-output measured open-loop frequency response data from an unknown system may be employed.
Services have a set of input ports, from which they read data, process it, and deliver it to a set of output ports.
This model has the ability to learn from existing data and adopt to map a set of input parameters into a set of output parameters, without knowing the intricate relationship among them.
large set of input and output data.
In all the proposed models the same set of input and output data is used.
Each transition has a set of input places (indicated by a weighted directed edge from each input place to the transition) and a set of output places (indicated by a weighted directed edge from the transition to each output place.
Starting from a set of input output data, inputs relevant to Ψst were automatically selected and fuzzy rules were identified based on the fuzzy clusters found in the data.
The Sugeno fuzzy model generates fuzzy rules from a given input and output data set (Takagi and Sugeno 1985).
SVM is a statistical machine learning method that generates input output mapping functions from a set of training data.
MLPs are feed-forward ANN models mapping the sets of input data onto a set of appropriate outputs.
(2) Extracting knowledge from the set of (input vector, output result) pairs.
