Write out the four terms in the gap identity. They are u times first-resource slack, v times second-resource slack, x times its dual slack, and y times its dual slack. Feasibility makes all terms nonnegative. At optimum their sum is zero, so each vanishes. The r quantities on this slide are dual slacks; maximization reduced costs use the opposite sign.
