| Exam Board | Edexcel |
|---|---|
| Module | FD2 (Further Decision 2) |
| Year | 2022 |
| Session | June |
| Marks | 9 |
| Paper | Download PDF ↗ |
| Mark scheme | Download PDF ↗ |
| Topic | Network Flows |
| Type | Transportation LP formulation |
| Difficulty | Standard +0.8 This is a multi-part Further Maths transportation problem requiring understanding of LP formulation, the north-west corner method, and stepping-stone algorithm. While the individual techniques are standard for FD2, the question demands careful execution across multiple steps with potential for arithmetic errors. The stepping-stone iteration requires systematic calculation of shadow costs and improvement indices, which is moderately challenging but follows a learned algorithm rather than requiring novel insight. |
| Spec | 7.06a LP formulation: variables, constraints, objective function7.06b Slack variables: converting inequalities to equations7.06c Working with constraints: algebra and ad hoc methods7.06d Graphical solution: feasible region, two variables |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| \(k = 39\) | B1 | CAO |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| To ensure that the total amount transported to destination R from the four supply points cannot be less than the demand of 44 | B2, 1, 0 | Must include at least two of: 'destination R', 'supply points', 'cannot be less'/'must be at least', 'demand of 44'. Do not accept 'greater than or equal to' |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| \(\begin{array}{c | ccc} & R & S & T \\ \hline A & 34 & & \\ B & 10 & 17 & \\ C & & 20 & 21 \\ D & & & 18 \end{array}\) | B1 |
| \(2942\) | B1 | CAO for initial solution |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| Shadow costs and improvement indices table with entering cell AS and exiting cell BS | M1, A1 | Finding 7 shadow costs and 6 improvement indices; CAO |
| Stepping-stone route giving \(\begin{array}{c | ccc} & R & S & T \\ \hline A & 17 & 17 & \\ B & 27 & & \\ C & & 20 & 21 \\ D & & & 18 \end{array}\) | M1, A1 |
# Question 5:
## Part (a):
| Answer/Working | Mark | Guidance |
|---|---|---|
| $k = 39$ | B1 | CAO |
## Part (b):
| Answer/Working | Mark | Guidance |
|---|---|---|
| To ensure that the total amount transported to destination R from the four supply points cannot be less than the demand of 44 | B2, 1, 0 | Must include at least two of: 'destination R', 'supply points', 'cannot be less'/'must be at least', 'demand of 44'. Do not accept 'greater than or equal to' |
## Part (c):
| Answer/Working | Mark | Guidance |
|---|---|---|
| $\begin{array}{c|ccc} & R & S & T \\ \hline A & 34 & & \\ B & 10 & 17 & \\ C & & 20 & 21 \\ D & & & 18 \end{array}$ | B1 | CAO for north-west corner method (six correct figures in correct cells only, no zeros) |
| $2942$ | B1 | CAO for initial solution |
## Part (d):
| Answer/Working | Mark | Guidance |
|---|---|---|
| Shadow costs and improvement indices table with entering cell AS and exiting cell BS | M1, A1 | Finding 7 shadow costs and 6 improvement indices; CAO |
| Stepping-stone route giving $\begin{array}{c|ccc} & R & S & T \\ \hline A & 17 & 17 & \\ B & 27 & & \\ C & & 20 & 21 \\ D & & & 18 \end{array}$ | M1, A1 | Entering cell is AS and exiting cell is BS |
5. A standard transportation problem is described in the linear programming formulation below.
Let $X _ { i j }$ be the number of units transported from $i$ to $j$\\
where $i \in \{ \mathrm {~A} , \mathrm {~B} , \mathrm { C } , \mathrm { D } \}$
$$j \in \{ \mathrm { R } , \mathrm {~S} , \mathrm {~T} \} \text { and } x _ { i j } \geqslant 0$$
Minimise $P = 23 x _ { \mathrm { AR } } + 17 x _ { \mathrm { AS } } + 24 x _ { \mathrm { AT } } + 15 x _ { \mathrm { BR } } + 29 x _ { \mathrm { BS } } + 32 x _ { \mathrm { BT } }$
$$+ 25 x _ { \mathrm { CR } } + 25 x _ { \mathrm { CS } } + 27 x _ { \mathrm { CT } } + 19 x _ { \mathrm { DR } } + 20 x _ { \mathrm { DS } } + 25 x _ { \mathrm { DT } }$$
subject to
$$\begin{aligned}
& \sum x _ { \mathrm { A } j } \leqslant 34 \\
& \sum x _ { \mathrm { B } j } \leqslant 27 \\
& \sum x _ { \mathrm { C } j } \leqslant 41 \\
& \sum x _ { \mathrm { D } j } \leqslant 18 \\
& \sum x _ { i \mathrm { R } } \geqslant 44 \\
& \sum x _ { i \mathrm {~S} } \geqslant 37 \\
& \sum x _ { i \mathrm {~T} } \geqslant k
\end{aligned}$$
Given that the problem is balanced,
\begin{enumerate}[label=(\alph*)]
\item state the value of $k$.
\item Explain precisely what the constraint $\sum x _ { i \mathrm { R } } \geqslant 44$ means in the transportation problem.
\item Use the north-west corner method to obtain the cost of an initial solution to this transportation problem.
\item Perform one iteration of the stepping-stone method to obtain an improved solution. You must make your method clear by showing the route and the
\begin{itemize}
\item shadow costs
\item improvement indices
\item entering cell and exiting cell.
\end{itemize}
\end{enumerate}
\hfill \mbox{\textit{Edexcel FD2 2022 Q5 [9]}}