I want to solve parametric DAE problem.

I have data f(t), g(t)...

First assumes parameter values, obtain numeric solution, and comparing data and numeric solution values, ....

Optimization procedure is going on and on.

Finally find the parameters which is most suitable for data.

Which method is good for solving this problem?