MN2032 Management Science Methods Summer 2020
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Summer 2020 online assessment guidance
MN2032 Management Science Methods
1. (a) Apply both Journey Making and Strategic Choice to one problem with which you are familiar
(16 marks)
(b) Apply Soft Systems Methodology to one problem with which you are
familiar (where this problem must be distinctly different from the problem considered in part (a) of the question).
(9 marks)
Note here that for this question no credit will be obtained for using the crime problem as given in the subject guide. Your answer to part (a) should be limited to 6 pages, your answer to part (b) limited to 3 pages.
2. Briefly discuss each of the following topics from the viewpoint of Operational Research/Management Science:
(a) Using simulation to estimate the effect on public bus transport of enforcing a one metre separation between individuals
(9 marks)
(b) Two specific and practical problem situations with which you are familiar where the assumptions underlying optimisation are false
(7 marks)
(c) Using Markov processes to model the progress of a new, and previously unknown, disease in a population
(9 marks)
Note here that for this question no credit will be obtained for repeating material which is given in the subject guide. Your answer to this question should be limited to 2 pages for each of the three parts (so at most 6 pages in total).
3. An organisation is reviewing the performance of its branches using data envelopment analysis. The data they have collected for these branches is shown below.
Branch |
Number of customers (‘000) |
Customer satisfaction score |
Number of employees |
A |
52.9 |
14.2 |
22 |
B |
48.9 |
14.8 |
18 |
C |
40.4 |
20.7 |
23 |
D |
11.4 |
12.0 |
13 |
E |
26.3 |
18.6 |
17 |
F |
35.2 |
21.2 |
23 |
For example branch E last year employed 17 people and had 26,300 customers. The customer satisfaction score is a measure of how satisfied a
customer is with the branch (arrived at by surveying a random sample of customers, approximately 1% of the number of customers a branch has). The higher the satisfaction score, the more satisfied customers are. Branch E, for example, had a satisfaction score of 18.6.
(a) Apply data envelopment analysis to compare the relative performance of
these branches using the data shown above. Copy the table shown below into your answer and fill in the efficiencies and reference sets (where appropriate).
(12 marks)
Branch |
Efficiency |
Reference set |
A |
|
|
B |
|
|
C |
|
|
D |
|
|
E |
|
|
F |
|
|
(b) In a discussion with a colleague as to your analysis they have noted that
you have not included the fact that customer satisfaction is scored out of 25. They feel that this information should have been included in your analysis, and would have altered the results. What would you say to them?
(2 marks)
(c) Another colleague has argued that customer satisfaction score is a wrong measure to use and you should use total satisfaction, defined as the current customer satisfaction score multiplied by the number of customers. What would you say to them?
(5 marks)
(d) The company CEO feels that only sampling approximately 1% of the customers in a branch to get a customer satisfaction score is insufficient and could result in some branches being shown to be efficient when in fact they are inefficient; or branches being classified as inefficient when they are actually efficient. In support of their argument they have produced the new customer satisfaction scores shown below based on a larger sample. What would you say to them?
Branch |
Customer satisfaction score |
A |
13.1 |
B |
16.3 |
C |
19.2 |
D |
11.0 |
E |
20.5 |
F |
19.3 |
4. (a) A company faces a decision as to whether to continue or not, with a
particular product it has developed. It can cease development of the product, in which case all expenditure to date will be written off in the company accounts. Alternatively it can decide to test market the product in a small geographic area. Over the next financial year test marketing is estimated to cost 5 (£’million). If the market for the product when test marketed is favourable then the company will receive 7 (£’million) in revenue. However if the market is unfavourable it will only receive 2.5 (£’million).
Alternatively the company could introduce the product to a wider market. Over the next financial year this is estimated to cost 15 (£’million). If the market for the product is favourable then the company will receive 23 (£’million) in revenue. However if the market is unfavourable it will only receive 11 (£’million).
Assuming that the probability of the market being favourable is 0.40 represent this problem using a decision tree. What course of action for the company would you recommend based upon this decision tree?
(12 marks)
(b) Copy the table shown below into your answer and fill it in with respect to
perfect information for the probability of the market being favourable.
|
Value (£’million) |
Expected value with perfect information |
|
Expected value of perfect information |
|
(7 marks)
(c) What would the probability of the market being favourable have to be if the expected value of perfect information was one half of the expected value with perfect information? Note that if no probability exists which can achieve this you should clearly indicate why no such probability exists.
(6 marks)
5. (a) Solve the following linear program graphically using an iso-cost/iso-profit
line, clearly indicating the feasible region.
Maximise
Subject to
z = 8x + 6y
2x + 5y ≤ 27
3x – 28y ≤ 19
x,y ≥ 0
Constraint 1
Constraint 2
Copy the tables shown below into your answer and fill in the values required.
(19 marks)
|
Optimal value (4dp) |
Opportunity cost (4dp) |
x |
|
|
y |
|
|
|
|
|
|
Shadow price (4dp) |
Constraint 1 |
|
Constraint 2 |
|
(b) In this linear program the objective, z = 8x + 6y, represents the total profit made by a company from producing two liquid chemical products (chemical product X with a profit per litre of £8, chemical product Y with a profit per litre of £6). The company can either:
• Increase the profit per litre on product X to £9; or
• Increase the amount of resource available associated with the right-hand side of constraint 1 from its current value of 27 to a new value of 29.
Based on the linear program given above which course of action would you recommend and why? Clearly explain the reasons for your recommendation.
(6 marks)
6. A company is using Markov theory to analyse switching between four different foods marketed as slimming aids. These slimming aids claim that with regular use they result in significant weight loss.
Individual customers who buy these sliming aids only switch (on average) once every four months. Market research has produced the data shown below for the probability of customers switching between slimming aids.
|
From slimming aid |
||||
1 |
2 |
3 |
4 |
||
To slimming aid |
1 |
1 |
0.04 |
0.02 |
0 |
2 |
0 |
0.55 |
0.89 |
0 |
|
3 |
0 |
0.30 |
0.04 |
0 |
|
4 |
0 |
0.11 |
0.05 |
1 |
Here, for example, there is a probability of 0.11 that a customer switches to slimming aid 4 from slimming aid 2. The current market shares are 9%, 78%, 3% and 10% for aids 1, 2, 3 and 4 respectively.
(a) Copy the following table into your answer and fill in the long-run prediction for the market shares for these four slimming aids.
(20 marks)
|
Aid 1 |
Aid 2 |
Aid 3 |
Aid 4 |
Long-run (%, 2dp) |
|
|
|
|
(b) The appropriate regulatory authority in the country where these four slimming aids are marketed has been concerned about the claims made for weight loss. As a result of an investigation which they have made they intend to ban sliming aid 2 from the market in six months’ time for making false claims. Giving a clear explanation of your working, copy the following table into your answer and fill in the percentage of the market that will be affected by this ban when it is imposed in six months’ time.
|
Value |
Percentage affected (2dp) |
|
(5 marks)
2022-05-24