The idea
Why not just round the answer?
Rounding 2.6 up to 3 can break a rule; rounding down leaves money on the table.
LP relaxationThe same model with the “whole number” rule removed. For a maximise problem its answer is a ceiling: the whole-number answer can only be equal or lower.