6. A linear programming problem in \(x , y\) and \(z\) is described as follows.
Maximise \(\quad P = 2 x + 2 y - z\)
subject to \(\quad 3 x + y + 2 z \leqslant 30\)
$$\begin{aligned}
x - y + z & \geqslant 8
4 y + 2 z & \geqslant 15
x , y , z & \geqslant 0
\end{aligned}$$
- Explain why the Simplex algorithm cannot be used to solve this linear programming problem.
- Set up the initial tableau for solving this linear programming problem using the big-M method.
After a first iteration of the big-M method, the tableau is
| b.v. | \(x\) | \(y\) | \(z\) | \(s _ { 1 }\) | \(S _ { 2 }\) | \(S _ { 3 }\) | \(a _ { 1 }\) | \(a _ { 2 }\) | Value |
| \(s _ { 1 }\) | 3 | 0 | 1.5 | 1 | 0 | 0.25 | 0 | -0.25 | 26.25 |
| \(a _ { 1 }\) | 1 | 0 | 1.5 | 0 | -1 | -0.25 | 1 | 0.25 | 11.75 |
| \(y\) | 0 | 1 | 0.5 | 0 | 0 | -0.25 | 0 | 0.25 | 3.75 |
| \(P\) | \(- ( 2 + M )\) | 0 | 2-1.5M | 0 | M | \(- 0.5 + 0.25 M\) | 0 | \(0.5 + 0.75 M\) | 7.5-11.75M |
- State the value of each variable after the first iteration.
- Explain why the solution given by the first iteration is not feasible.
Taking the most negative entry in the profit row to indicate the pivot column,
- obtain the most efficient pivot for a second iteration. You must give reasons for your answer.