This document discusses duality in linear programming and includes the formulation of a business problem involving sweaters and scarves to maximize revenue. It details the constraints and optimal product mix, as well as the concept of shadow prices which indicate how the objective function changes with constraints. It also introduces the dual linear programming problem, demonstrating how shadow prices relate to both the primal and dual problems.