Edexcel D1 2023 June — Question 7 12 marks

Exam BoardEdexcel
ModuleD1 (Decision Mathematics 1)
Year2023
SessionJune
Marks12
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicTravelling Salesman
TypeMST with Parameter Constraint
DifficultyStandard +0.3 This is a standard D1 MST/TSP question requiring routine application of Prim's algorithm, nearest neighbour algorithm, and upper/lower bound calculations. While it has multiple parts and involves a parameter x, each step follows textbook procedures with no novel problem-solving required. The parameter constraint is given but doesn't significantly complicate the solution.
Spec7.04b Minimum spanning tree: Prim's and Kruskal's algorithms7.04c Travelling salesman upper bound: nearest neighbour method

7.
ABCDEFGH
A-3837\(x\)37424127
B38-263233383734
C3726-3938393039
D\(x\)3239-37362936
E37333837-323330
F4238393632-3128
G413730293331-33
H27343936302833-
The network represented by the table shows the least distances, in km, between eight museums, A, B, C, D, E, F, G and H. A tourist wants to visit each museum at least once, starting and finishing at A. The tourist wishes to minimise the total distance travelled. The shortest distance between A and D is \(x \mathrm {~km}\) where \(32 \leqslant x \leqslant 35\)
  1. Using Prim's algorithm, starting at A , obtain a minimum spanning tree for the network. You must clearly state the order in which you select the arcs of your tree.
  2. Use your answer to (a) to determine an initial upper bound for the length of the tourist's route.
  3. Starting at A, use the nearest neighbour algorithm to find another upper bound for the length of the tourist's route. Write down the route that gives this upper bound. The nearest neighbour algorithm starting at E gives a route of $$\mathrm { E } - \mathrm { H } - \mathrm { A } - \mathrm { D } - \mathrm { G } - \mathrm { C } - \mathrm { B } - \mathrm { F } - \mathrm { E }$$
  4. State which of these two nearest neighbour routes gives the better upper bound. Give reasons for your answer. Starting by deleting A, and all of its arcs, a lower bound of 235 km for the length of the route is found.
  5. Determine the smallest interval that must contain the optimal length of the tourist's route. You must make your method and working clear.

7.

\begin{center}
\begin{tabular}{|l|l|l|l|l|l|l|l|l|}
\hline
 & A & B & C & D & E & F & G & H \\
\hline
A & - & 38 & 37 & $x$ & 37 & 42 & 41 & 27 \\
\hline
B & 38 & - & 26 & 32 & 33 & 38 & 37 & 34 \\
\hline
C & 37 & 26 & - & 39 & 38 & 39 & 30 & 39 \\
\hline
D & $x$ & 32 & 39 & - & 37 & 36 & 29 & 36 \\
\hline
E & 37 & 33 & 38 & 37 & - & 32 & 33 & 30 \\
\hline
F & 42 & 38 & 39 & 36 & 32 & - & 31 & 28 \\
\hline
G & 41 & 37 & 30 & 29 & 33 & 31 & - & 33 \\
\hline
H & 27 & 34 & 39 & 36 & 30 & 28 & 33 & - \\
\hline
\end{tabular}
\end{center}

The network represented by the table shows the least distances, in km, between eight museums, A, B, C, D, E, F, G and H.

A tourist wants to visit each museum at least once, starting and finishing at A. The tourist wishes to minimise the total distance travelled. The shortest distance between A and D is $x \mathrm {~km}$ where $32 \leqslant x \leqslant 35$
\begin{enumerate}[label=(\alph*)]
\item Using Prim's algorithm, starting at A , obtain a minimum spanning tree for the network. You must clearly state the order in which you select the arcs of your tree.
\item Use your answer to (a) to determine an initial upper bound for the length of the tourist's route.
\item Starting at A, use the nearest neighbour algorithm to find another upper bound for the length of the tourist's route. Write down the route that gives this upper bound.

The nearest neighbour algorithm starting at E gives a route of

$$\mathrm { E } - \mathrm { H } - \mathrm { A } - \mathrm { D } - \mathrm { G } - \mathrm { C } - \mathrm { B } - \mathrm { F } - \mathrm { E }$$
\item State which of these two nearest neighbour routes gives the better upper bound.

Give reasons for your answer.

Starting by deleting A, and all of its arcs, a lower bound of 235 km for the length of the route is found.
\item Determine the smallest interval that must contain the optimal length of the tourist's route. You must make your method and working clear.
\end{enumerate}

\hfill \mbox{\textit{Edexcel D1 2023 Q7 [12]}}