This repository is an experiment in creating fuzzy-logic systems from
first-principles. In particular, the driver code in main.py computes the input-output surface for a 2 input Sugeno Fuzzy inference
system.
The rules of the system are given by:
- if x is small and y is small, then
z = -x + y + 1 - if x is small and y is large, then
z = -y + 3 - if x is large and y is small, then
z = -x + 3 - if x is large and y is large, then
z = x + y + 2
The membership functions of the antecedents are given by the following Z and S curves:
