Test ability to model resource-allocation problems as linear programs (define decision variables, objective function, constraints and bounds), convert to standard form using slack/surplus/artificial variables, construct the initial simplex tableau, perform simplex iterations to optimality, and interpret the optimal solution and shadow prices; include a medium-complexity numerical scenario requiring tableau pivots and feasibility checks.