I have problem with fuzzy membership funtions. I want to optimize fuzzy membership functions using Imperialist Competitive Algorithm. the system to diagnosis coronaty artery disease
you can optimize fuzzy membership functions by editing the fis file using readfis and writefis commands in MATLAB. you can also read the HELP doc of this commands.
refering to this paper ( doi:10.1016/j.conengprac.2007.10.003 ) may also be helpful.
In order to optimize the membership function, you first define an error measure e.g. MSE.
Then, your input variables should be set on different types of membership functions. The membership function with minimum error is the best one. It can involve in ICA main loop.