Abstract
The production optimization of an oil field can increase oil recovery, reducing water production, maximizing profits and improving the management of the field. One of the main challenges linked to the production optimization is finding an efficient optimization method. Even today, many applications are dependent on the estimations of the gradient (direct search methods), such as the Stoch…