How can budget constraints by solved with linear programming?
It can identify "pinch points" or items particularly sensitive to variations in quantity or price.
Mathematics is just a tool. It is very useful for clarifying complex systems that can be reduced to numerical models. It cannot create a solution where none exists, but it can help to identify the items that may have the greatest impact in the system.