self.opt_p = struct_symMX(...)
self.opti_vars = struct_symMX(...)
self.opti_vars_num = self.opti_vars(0)
self.opt_p_num = self.opt_p(0)
...
# modify the values in opt_p
self.opt_p_num['u_ini'] = vertsplit(u_ini)
self.opt_p_num['y_ini'] = vertsplit(y_ini)
self.opt_p_num['ref'] = vertsplit(r)