The source code of Data Driven Discovery of Cyber Physical Systems.
- Win10,
matlab 2017a
For Matlab 2018a and later version, you should set the algorithm to trust-region when you try to identify the transition logic using slr. It can be realized by replacing the code in line 103 of function "slr_learning_l1" as:
option = optimset('Gradobj','on','Hessian','on',...
'MaxIter', WMaxIter, 'Display', WDisplay,'Algorithm','trust-region');
CVX toolbox (http://cvxr.com/cvx/) is need to run the code.
Yuan, Y., Tang, X., Zhou, W. et al. Data driven discovery of cyber physical systems. Nat Commun 10, 4894 (2019). https://www.nature.com/articles/s41467-019-12490-1