Edexcel FD2 2022 June — Question 5 9 marks

Exam BoardEdexcel
ModuleFD2 (Further Decision 2)
Year2022
SessionJune
Marks9
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicNetwork Flows
TypeTransportation LP formulation
DifficultyStandard +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.
Spec7.06a 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

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,
  1. state the value of \(k\).
  2. Explain precisely what the constraint \(\sum x _ { i \mathrm { R } } \geqslant 44\) means in the transportation problem.
  3. Use the north-west corner method to obtain the cost of an initial solution to this transportation problem.
  4. 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

Question 5:
Part (a):
AnswerMarks Guidance
Answer/WorkingMark Guidance
\(k = 39\)B1 CAO
Part (b):
AnswerMarks Guidance
Answer/WorkingMark Guidance
To ensure that the total amount transported to destination R from the four supply points cannot be less than the demand of 44B2, 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):
AnswerMarks Guidance
Answer/WorkingMark Guidance
\(\begin{array}{cccc} & R & S & T \\ \hline A & 34 & & \\ B & 10 & 17 & \\ C & & 20 & 21 \\ D & & & 18 \end{array}\) B1
\(2942\)B1 CAO for initial solution
Part (d):
AnswerMarks Guidance
Answer/WorkingMark Guidance
Shadow costs and improvement indices table with entering cell AS and exiting cell BSM1, A1 Finding 7 shadow costs and 6 improvement indices; CAO
Stepping-stone route giving \(\begin{array}{cccc} & R & S & T \\ \hline A & 17 & 17 & \\ B & 27 & & \\ C & & 20 & 21 \\ D & & & 18 \end{array}\) 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]}}