question archive A small building contractor has recently experienced two successive years in which work opportunities exceeded the firm's capacity

A small building contractor has recently experienced two successive years in which work opportunities exceeded the firm's capacity

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A small building contractor has recently experienced two successive years in which work opportunities exceeded the firm's capacity. The contractor must now make a decision on capacity for next year. Estimated profits under each of the two possible states of nature are as shown in the table below. Which alternative should be selected if the decision criterion is:

 

a. Maximax?

b. Maximin?

c. Laplace?

d. Minimax regret?

NEXT YEAR'S DEMAND

Alternative                      Low                    High                     

Do nothing                     $50*                   $60

Expand                           20                      80

Subcontract                    40                      70

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Answers:

(a). Maximax Criterion: Expand

(b). Maximin Criterion: Do nothing

(c). Laplace Criterion: Both Do nothing and Subcontract

(d). Minimax Regret Criterion: Subcontract

Step-by-step explanation

(a) Maximax Criterion

Step 1: Choose the best payoff for each alternative. 

Alternative

Low 

High

Maximax

Do nothing

50

60

60

Expand

20

80

80

Subcontract

40

70

70

Step 2: From the best payoff of each alternatives, choose the highest value. 

Alternative

Low 

High

Maximax

Do nothing

50

60

60

Expand

20

80

80

Subcontract

40

70

70

In using maximax criterion, Expansion should be selected.

 

(b) Maximin Criterion

Step 1: Choose the worst possible payoff for each alternative.

Alternative

Low 

High

Maximin

Do nothing

50

60

50

Expand

20

80

20

Subcontract

40

70

40

Step 2: From the worst payoff of each alternatives, choose the highest value.

Alternative

Low 

High

Maximin

Do nothing

50

60

50

Expand

20

80

20

Subcontract

40

70

40

In using maximin criterion, Do nothing should be selected.

 

(c) Laplace Criterion

Step 1:  Determine the average payoff for each alternative.

Alternative

Low 

High

Average

Do nothing

50

60

55

Expand

20

80

50

Subcontract

40

70

55

Step 2: Choose the alternative with the best or highest average.

Alternative

Low 

High

Laplace

Do nothing

50

60

55

Expand

20

80

50

Subcontract

40

70

55

In using laplace criterion, Both do nothing and subcontract should be selected since they have equal average value.

 

(d) Minimax regret criterion

Step 1: Determine the worst regret for each alternative.

Alternative

Low 

Worst Regret (Low)

High

Worst Regret (High)

Do nothing

50

0

60

20

Expand

20

30

80

0

Subcontract

40

10

70

10

Step 2: Choose the worst regret with the highest value.

Alternative

Worst Regret (Low)

Worst Regret (High)

Best Worst

Do nothing

0

20

20

Expand

30

0

30

Subcontract

10

10

10

Step 3: Choose the alternative with the best worst or the lowest value.

Alternative

Worst Regret (Low)

Worst Regret (High)

Best Worst

Do nothing

0

20

20

Expand

30

0

30

Subcontract

10

10

10

In using minimax regret criterion, subcontract should be selected.

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