Sugeno fuzzy inference system (Sugeno FIS) Symbolic AI
noun phrase
Definition: A type of fuzzy inference system that uses singleton output membership functions (constant or linear functions of the inputs) and computes the final output by a weighted average (or weighted sum), which makes it computationally efficient [MathWorks Documentation].
Example in context:“With a mamdani FIS, crispy outcomes are calculated by defuzzing fuzzy outcomes, while with a Sugeno FIS, crisp outcomes are calculated by weighing fuzzy outcomes.” [Abadi, Mansouri 2024]
Synonyms : Sugeno FIS; Takagi–Sugeno–Kang (TSK) fuzzy inference
Related terms: Mamdani FIS; gain scheduling