Please enable JavaScript.
Coggle requires JavaScript to display documents.
Fuzzy expert system - Coggle Diagram
Fuzzy expert system
-
-
-
Operations of Fuzzy Sets
Fuzzy set operations include union (OR), intersection (AND), and complement (NOT).
Union combines fuzzy sets, preserving the maximum membership degree.
Intersection finds common elements, preserving the minimum membership degree.
-
-
Mamdani Fuzzy Inference
-Aggregation methods (e.g., max-min) combine the rule consequents.
Sugeno Fuzzy Inference
Sugeno (or Takagi-Sugeno-Kang, TSK) fuzzy inference uses a different approach.
Instead of fuzzy sets in the consequents, it uses mathematical functions.
-
The output is a weighted combination of these functions, with weights determined by the antecedent's degree of membership.
-
This approach is suitable for modeling complex, non-linear systems.
-
-
-
-
-Fuzzy logic operations (AND, OR) combine the antecedents.
-
-