Centroid Defuzzification

GPTKB entity

Statements (18)
Predicate Object
gptkbp:instanceOf Defuzzification Method
gptkbp:advantage Computationally intensive
Produces balanced result
gptkbp:alsoKnownAs Center of Gravity Method
gptkbp:application Control systems
Pattern recognition
Decision making
gptkbp:calculationMethod Weighted average of output membership function
https://www.w3.org/2000/01/rdf-schema#label Centroid Defuzzification
gptkbp:mathematicalFormula (∫μ(x)x dx)/(∫μ(x) dx)
gptkbp:output Crisp value
gptkbp:purpose Convert fuzzy set to crisp value
gptkbp:relatedTo gptkb:Fuzzy_Set_Theory
Mamdani Inference System
gptkbp:usedIn gptkb:Fuzzy_Logic
gptkb:Fuzzy_Inference_Systems
gptkbp:bfsParent gptkb:Fuzzy_Control_Systems
gptkbp:bfsLayer 6