Summary:

The reduced cost is given by:

Where:

  • is a vector and it’s equal to only if we have that is a vertex

We define the descent direction as a direction given by such that if we increase it the reduced cost decreases.

If we cannot find a new descent direction, then we are in a local optima, also if we have that the problem is convex we know that it’s the global optima