Type-2 fuzzy sets applied to multivariable self-organizing fuzzy logic controllers for regulating anesthesia
Type-2 self-organizing fuzzy logic controllers for automatic anesthesia control. Type-2 SOFLC use type-2 fuzzy sets to handle anesthesia control uncertainties. Data capturing inter and intra-patient variability used to define type-2 fuzzy sets. Simulations show effectiveness of type-2 SOFLC in control of anesthetic infusion under noisy and uncertain surgical conditions. Type-2 SOFLC are able to outperform the existing type-1 SOFLC.
type-2 fuzzy sets self-organizing fuzzy logic controller anesthesia hierarchical systems