In: Statistics and Probability
Graphically solve the following problem. You need not show me
the graph. However, you would need to draw one to solve the problem
correctly. You would need to indicate all the corner points
clearly. Solve mathematically to identify the intersection
points.
Maximize profit = 8 x1 + 5x2
Subject to
x1 + x2 <=10
x1 <= 6
x1, x2 >= 0
a. What is the optimal solution?
(You may utilize QM for Windows to answer b to
d)
b. Change the right-hand side of constraint 1 to 11 (instead of 10)
and resolve the problem. How much did the profit increase as a
result of this?
c. Change the right-hand side of constraint 1 to 6 (instead of 10)
and resolve the problem. How much did the profit decrease as a
result? Looking at the graph, what would happen if the
right-hand-side value were to go below 6?
d. Change the right-hand side of constraint 1 to 5 (instead of
10) and resolve the problem. How much did the profit decrease from
the original amojnt as a result of this?
e. Examine the following output from QM. What is the dual price of
constraint 1? What is the lower bound on this?
Linear Programming Results | Part e | |||||
X1 | X2 | RHS | Dual | |||
Maximize | 8 | 5 | ||||
const 1 |
1 | 1 | <= | 10 | 5 | |
const 2 | 1 | 0 | <= | 6 | 3 | |
Solution | 6 | 4 | 68 | |||
Ranging
Variable | Value | Reduced | Original Value | Lower Bound | Upper Bound | ||
X1 | 6 | 0 | 8 | 5 | Infinity | ||
X2 | 4 | 0 | 5 | 0 | 8 | ||
|
Dual Value | Slack/Surplus | Original Value | Lower Bound | Upper Bound | ||
Constraint 1 | 5 | 0 | 10 | 6 | Infinity | ||
Constraint 2 | 3 | 0 | 6 | 0 | 10 | ||
f. What conclusions can you draw from this regarding bounds of the
right-hand-side values and the dual price?