Optimisation Problem with a stochastic integral

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I am reading the following paper about forecasting interest rates: https://onlinelibrary.wiley.com/doi/full/10.1002/for.2783.

In section 3.2.3 - the Hull-White model, it mentions that the parameters can be found by solving the optimization problem to minimize the difference between actual and model interest rates: optimisation problem

The model interest rate is given by the solution of the Hull-White equation which involves a stochastic integral as shown here: interest rate solution

Is there a well known method to deal with this kind of problem? Thank you!

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