Nonlinear Modeling
Explore examples that model nonlinear systems using fuzzy inference.
Featured Examples
Model Suburban Commuting Using Subtractive Clustering and ANFIS
Generate a fuzzy inference system from data using subtractive clustering.
Predict Chaotic Time Series Using Type-2 FIS
Tune the rules and membership function parameters for a FIS with type-2 membership functions.
Predict Chaotic Time-Series Using ANFIS
Train a neuro-fuzzy system for time-series prediction using the
anfis command.
Adaptive Noise Cancellation Using ANFIS
Perform adaptive nonlinear noise cancellation using the
anfis and genfis commands.
Gas Mileage Prediction
Predict fuel consumption for automobiles using an adaptive neuro-fuzzy inference system and previously recorded observations.
Nonlinear System Identification Using ANFIS
You can model nonlinear dynamic system behavior using adaptive neuro-fuzzy systems.
Modeling Inverse Kinematics in a Robotic Arm
Determine joint angles required to place the tip of a robotic arm in a desired location using a neuro-fuzzy model.
