Starting from a previous basis

The sample illustrates using an optimal basis from a previous solution.

Before solving the modified problem, example ilolpex3.cpp sets the optimizer option to Dual, as this is the algorithm that can generally take best advantage of the optimal basis from the previous solve after the addition of constraints.