The J. R. Ryland Computer Company is considering a plant expansion to enable the company to begin production of a new computer product. The company's president must determine whether to make the expansion a medium- or large-scale project. Demand for the new product is uncertain, which for planning purposes may be low demand, medium demand, or high demand. The probability estimates for demand are 0.30, 0.50, and 0.20, respectively. Letting x and y indicate the annual profit in thousands of dollars, the firm's planners developed the following profit forecasts for the medium- and large-scale expansion projects.
Medium-Scale Expansion Profit |
Large-Scale Expansion Profit |
||||
---|---|---|---|---|---|
x |
f(x) |
y |
f(y) |
||
Demand | Low | 50 | 0.30 | 0 | 0.30 |
Medium | 150 | 0.50 | 100 | 0.50 | |
High | 200 | 0.20 | 300 | 0.20 |
(a)
Compute the expected value (in thousands of dollars) for the profit associated with the two expansion alternatives.
Medium-Scale thousand dollarsLarge-Scale thousand dollars
Which decision is preferred for the objective of maximizing the expected profit?
The ---Select--- Medium-Scale Large-Scale Expansion Profit forecast is preferred for the objective of maximizing the expected profit.
(b)
Compute the variance for the profit associated with the two expansion alternatives.
Medium-ScaleLarge-Scale
Which decision is preferred for the objective of minimizing risk or uncertainty?
The ---Select--- Medium-Scale Large-Scale Expansion Profit forecast is preferred for the objective of minimizing risk or uncertainty.
x | f(x) | xp | x^2p | |
Low | 50 | 0.3 | 15 | 750 |
Medium | 150 | 0.5 | 75 | 11250 |
High | 200 | 0.2 | 40 | 8000 |
130 | 20000 |
y | f(y) | yp | y^2p |
0 | 0.3 | 0 | 0 |
100 | 0.5 | 50 | 5000 |
300 | 0.2 | 60 | 18000 |
110 | 23000 |
a)
E(X) = 130
E(Y) = 110
Since 130 > 110 , medium scale expansion is preferred for the objective of maximizing the expected profit.
b)
Var(X) = E(X^2) - (E(X))^2
= 20000-130^2
= 3100
Var(Y) = 23000 -110^2
= 10900
Since 3100 < 10900 , medium scale expansion is preferred for the objective of
minimizing the risk or uncertainty.
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