What Is Fuzzy Logic?

2 Tutorial
The genfis2 function builds upon the subclust function to provide a
fast, one-pass method to take input-output training data and generate a
Sugeno-type fuzzy inference system that models the data behavior.
An Example: Suburban Commuting
In this example, you apply the genfis2 function to model the relationship
between the number of automobile trips generated from an area and the area’s
demographics. Demographic and trip data are from 100 traffic analysis zones
in New Castle County, Delaware. Five demographic factors are considered:
population, number of dwelling units, vehicle ownership, median household
income, and total employment. Hence, the model has five input variables and
one output variable.
Load and plot the data by typing the following commands:
clear
close all
mytripdata
subplot(2,1,1), plot(datin)
subplot(2,1,2), plot(datout)
The next figure displays the input and the output data.
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