The document describes how to use the simplex algorithm to solve a linear programming problem. It begins by choosing an initial basis and calculating a basic feasible solution. Then it calculates simplex multipliers and reduced costs of non-basic variables to determine if any should enter or leave the basis. The algorithm repeats this process of changing the basis until an optimal solution is found where all reduced costs are positive.