question archive Question 4 (Tota120 marks) The recent COVID 19 chaos in Hong Kong has triggered Johnson Tam, an entrepreneur, to consider investing in a local surgical mask manufacturing plant
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Question 4 (Tota120 marks) The recent COVID 19 chaos in Hong Kong has triggered Johnson Tam, an entrepreneur, to consider investing in a local surgical mask manufacturing plant. Johnson's problem is to decide how large his plant should be. The annual returns will depend on both the size of his plant and a number of marketing factors related to the health situation of the Hong Kong society . After a careful analysis , Johnson developed the following payoff table : Size of plant Good market ($) Fair market ($) Poor market (Si) Small 100,0 30,0 -10,000 ____ Medium 150,0 50,0 -30,000 ____ Large 200 000 50,0 -70,000 00 Very L arge 300,000 -200,000 00 For example , if Johnson constructs a small plant and the market is good , he will realise a profit of $100,000 . a) Develop a decision table . (4 marks ) b) What is the maximax decision ? (1 mark) c) What is the maximin decision ? (1 mark) d) What is the equally likely decision ? (1 mark) e) Assume each outcome is equally likely, i. Develop a decision tree with the expected monetary value (EMV ) (5 marks ) ii. Calculate the expected value of perfect information (EVPI ) (3 marks ) iii. Help Johnson to write a short note (40 to 50 words )to convince the Board of Di- rectors to buy the perfect information that is available at $30,000 (5 marks )
Question 4.
a)
Decision table is following:
Size of plant | Good market ($) | Fair market ($) | Poor market ($) |
Small | 100,000 | 30,000 | -10,000 |
Medium | 150,000 | 50,000 | -30,000 |
Large | 200,000 | 50,000 | -70,000 |
Very Large | 300,000 | 30,000 | -200,000 |
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b)
Using maximax criterion, maximum payoff of each decision is determined and then decision whose maximum payoff is maximum of all, is selected
Maximum payoff of Small plant = MAX(100000, 30000, -10000) = $ 100,000
Maximum payoff of Medium plant = MAX(150000, 50000, -30000) = $ 150,000
Maximum payoff of Large plant = MAX(200000, 50000, -70000) = $ 200,000
Maximum payoff of Very Large plant = MAX(300000, 30000, -200000) = $ 300,000
Maximum of the above Maximum payoffs is $ 300,000 associated with the decision to build Very Large plant
Therefore, maximax decision is to build Very Large plant
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c)
Using maximin criterion, minimum payoff of each decision is determined and then decision whose minimum payoff is maximum of all, is selected
Minimum payoff of Small plant = MIN(100000, 30000, -10000) = $ -10,000
Minimum payoff of Medium plant = MIN(150000, 50000, -30000) = $ -30,000
Minimum payoff of Large plant = MIN(200000, 50000, -70000) = $ -70,000
Minimum payoff of Very Large plant = MIN(300000, 30000, -200000) = $ -200,000
Maximum of the above Minimum payoffs is $ -10,000 associated with the decision to build Small plant
Therefore, maximin decision is to build Small plant
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d)
Using equally likely criterion, average payoff of each decision is determined and then decision whose average payoff is maximum of all, is selected
Average payoff of Small plant = (100000+30000-10000)/3 = $ 40,000
Average payoff of Medium plant = (150000+50000-30000)/3 = $ 56,667
Average payoff of Large plant = (200000+50000-70000)/3 = $ 60,000
Average payoff of Very Large plant = (300000+30000-200000)/3 = $ 43,333
Maximum of the above Average payoffs is $ 60,000 associated with the decision to build Large plant
Therefore, equally likely decision is to build Large plant