Implementation of adaptive neural fuzzy inference system (ANFIS) based on MATLAB. Code, the first to create an initial original ANFIS structure, and then using the genetic algorithm (GA), particle swarm optimization (PSO) to train ANFIS. This evolutionary training algorithm can be used to solve the nonlinear regression function approximation problem.

Evolutionary ANFIS Training\Evolutionary ANFIS Training\CreateInitialFIS.m
...........................\...........................\engine_data.mat
...........................\...........................\GetFISParams.m
...........................\...........................\license.txt
...........................\...........................\LoadData.m
...........................\...........................\main.m
...........................\...........................\PlotResults.m
...........................\...........................\RouletteWheelSelection.m
...........................\...........................\SetFISParams.m
...........................\...........................\TrainAnfisUsingGA.m
...........................\...........................\TrainAnfisUsingPSO.m
...........................\...........................\TrainFISCost.m
...........................\license.txt
...........................\Evolutionary ANFIS Training
Evolutionary ANFIS Training

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