question archive 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
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.