Question: In convex optimization the primal final simplex tableau sometimes has an associated optimal dual vector that appears in the right side of the top row

In convex optimization the primal final simplex tableau sometimes has an associated optimal dual vector that appears in the right side of the top row (above the final basis that comes from an original slack). why does this occur sometimes and is there some sort of rule associated to it.

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