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Hi, how to extracted a linear model from the nonlinear neural NARX using Instantaneous Linearization in MATLAB?, there is any command for doing Instantaneous Linearization for NARX in MATLAB? please help me. thanks.

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Hi, how to extracted a linear model from the nonlinear neural NARX using Instantaneous Linearization in MATLAB?, there is any command for doing Instantaneous Linearization for NARX in MATLAB? please help me. thanks.

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Accepted Answer

Greg Heath
Greg Heath on 11 May 2015
For linear models
net = feedforwardnet([]);
similarly
net = narxnet(ID,FD,[]);
NOTE: for obsolete functions (e.g., newff) the empty bracket may have to be replaced by the numeral 0.
Hope this helps.
Thank you for formally accepting my answer
Greg

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nadia belhouchette
nadia belhouchette on 14 May 2015
Thank you for answer my question, I have obtained narx model with 4 inputs (u(t-1), u(t-2), y(t-1), y(t-2)) and 1 output with function (newff), and i have generate Simulink block for neural network simulation, can i used this last with model predictive control Toolbox?. thanks.

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