An optimization problem is one where you have to make the best decision (choose the best investments, minimize your company’s costs, find the class schedule with the fewest morning classes, or so on).

Several field cases show how Shell Group’s use of software for monitoring and optimizing production has reduced decline rates. Software data-driven well models allow prediction of changes to overall ...