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 an adaptive neuro-fuzzy inference system for time-series prediction
using the tunefis function.
Adaptive Noise Cancellation Using ANFIS
Train an adaptive neuro-fuzzy inference system to perform adaptive nonlinear noise cancellation.
Gas Mileage Prediction Using ANFIS
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 of Robotic Arm
Determine joint angles required to place the tip of a robotic arm in a desired location using a neuro-fuzzy model.
Fuzzy ODE Model of SI Engine Torque Dynamics
Tune the parameters of a fuzzy ordinary differential equation to model nonlinear dynamic system.
