Question: Consider the following linear programming problem P with three resources and three activities: Maximize Z = 4 x 1 + 3 x 2 + 6

Consider the following linear programming problem P with three resources and three activities:

Maximize Z = 4x1 + 3x2 + 6x3 (0)

subject to 2x1 + 5x2 + 9x3 500 (1) 4x1 + 5x3 350 (2) 2x2 + 3x3 150 (3)

and x1, x2, x3 0

Let x4, x5, and x6 denote the slack variable of functional constraint (1), (2), and (3), respectively. When we apply the simplex method to problem P, it yields the following final simplex tableau:

Basic Variable Eq. No Coefficient of: Right Side
Z x1 x2 x3 x4 x5 x6
Z (0) 1 0 0 2.9 0.6 0.7 0 545
x1 (1) 0 1 0 1.25 0 0.25 0 87.5
x6 (2) 0 0 0 0.4 -0.4 0.2 1 20
x2 (3) 0 0 1 1.3 0.2 -0.1 0 65

Answer the following independent questions:

(a) (15 points) Use algebraic analysis to find the allowable range for resource #1 (i.e., b1) so that the current basis remains optimal.

(b) (15 points) The allowable change for unit profit of activity #1 and #2 (i.e., 1 and 2) is given as follows: -2.32 1 and -2.23 2 7. Using this information and the result obtained in part (a), answer the following independent questions (use 100 percent rule, no need to re-optimize):

If c1 decreased by 1 and c2 increased by 5, can you find the optimal profit without changing the basis (tableau)? Yes or no, and why?

If b1 becomes 400, what would the optimal profit Z* be?

(c) (20 points) Suppose the coefficients of resource #3 have been changed to a31 = 1, a32 = 2, a33 = 2, and b3 = 100. Will the optimal solution remain unchanged? If not, re-optimize to find the new optimal solution.

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