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Fuzzy Systems

4 posts, in order

ANFIS, fuzzy control and fuzzy modeling in MATLAB.

Start with part 1

  1. Nonlinear Regression using ANFIS

    Model nonlinear regression with ANFIS in MATLAB, including fuzzy rules, hybrid training, FIS generation methods, and an engine-data example.

    YPFZ101

  2. Time-Series Prediction using ANFIS in MATLAB

    Build a lagged time-series predictor with ANFIS in MATLAB, using five delays, a global ice-volume example, and a split that preserves stored order.

    YPFZ102

  3. Fuzzy PID Controller in MATLAB and Simulink

    Simulate fuzzy PID gain scheduling in MATLAB and Simulink with a two-input rule base, variable gains, and three plant examples.

    YPFZ103

  4. Evolutionary ANFIS Training in MATLAB

    Train ANFIS parameters in MATLAB with GA or PSO, using multiplier encoding, a training-RMSE objective, and a nonlinear-regression example.

    YPFZ104