The manager of a construction company must decide whether to build single family homes, apartments, or condominiums. Profits (in thousands of dollars) are given in the following table and depend on various possible population trends. The probability of a declining population is 0.3, the probability for a stable population is 0.5 and the probability of a growing population is 0.2
Payoff table (in thousands of dollars):
|
Declining Population |
Stable Population |
Growing Population |
|
|
Single Family Homes |
220 |
80 |
75 |
|
Apartments |
85 |
175 |
100 |
|
Condominiums |
-30 |
90 |
240 |
Estimates of the financial information for a new product show the following information:
Fixed cost: $8,000
Variable cost: $6/unit
The company assumes that the number of units sold will follow a normal distribution with a mean of 800 units and a standard deviation of 50 units.
Use the random numbers .51, .97, .58, .22, and .16 to conduct five trials of a Monte-Carlo simulation. What is the net profit for each trial? What is the average net profit over these 5 trials?
Use the following table to report your results:
|
Trial |
Random Number |
Units Sold |
Net Profit |
|
1 |
0.51 |
|
|
|
2 |
0.97 |
|
|
|
3 |
0.58 |
|
|
|
4 |
0.22 |
|
|
|
5 |
0.16 |
|
|
|
|
|
Average |
|
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