Fuzzy Rule-Based Systems

GPTKB entity

Statements (31)
Predicate Object
gptkbp:instanceOf gptkb:artificial_intelligence
gptkbp:advantage Flexibility
Interpretability
Robustness to Uncertainty
gptkbp:application gptkb:Pattern_Recognition
gptkb:Decision_Support_Systems
Control Systems
gptkbp:component gptkb:Inference_Engine
Defuzzification
Fuzzification
Fuzzy Rules
gptkbp:developedBy 1970s
gptkbp:field gptkb:artificial_intelligence
gptkb:Expert_Systems
gptkb:Fuzzy_Logic
https://www.w3.org/2000/01/rdf-schema#label Fuzzy Rule-Based Systems
gptkbp:limitation Scalability Issues
Difficult Rule Tuning
Rule Explosion
gptkbp:originatedIn gptkb:Lotfi_Zadeh
gptkbp:purpose Approximate Reasoning
Handle Uncertainty
Model Human Reasoning
gptkbp:relatedTo gptkb:Mamdani_Controller
gptkb:Sugeno_Controller
Fuzzy Sets
gptkbp:uses If-Then Rules
Linguistic Variables
Membership Functions
gptkbp:bfsParent gptkb:Fuzzy_Logic
gptkbp:bfsLayer 5