/ApproximateNonlinearMPC

Implementation of model predictive control for nonlinear systems via machine learning and function approximators

Primary LanguageMATLAB

ApproximateNonlinearMPC

Implementation of model predictive control for nonlinear systems via machine learning and function approximators

Based on: Chakrabarty, A., Dinh, V., Corless, M.J., Rundell, A.E., Zak, S.H. and Buzzard, G.T., 2017. Support vector machine informed explicit nonlinear model predictive control using low-discrepancy sequences. IEEE Transactions on Automatic Control, 62(1), pp.135-148.

Read the readme.txt Dependencies: MATLAB, Simulink, GODLIKE toolbox (https://github.com/rodyo/FEX-GODLIKE.git)