Conservative and minimax regret approaches


Assignment:

Q1. The following payoff table shows profit for a decision analysis problem with two decision alternatives and three states of nature:

State of Nature

Decision Alternative                S1     S2    S3

D1                            250    100    25
D2                            100    100    75

A. Construct a decision tree for this problem.
B. If the decision maker knows nothing about the probabilities of the three states of nature, what is the recommended decision using the optimistic, conservative and minimax regret approaches?

Q2.  Suppose that a decision maker faced with four decision alternatives and four states of nature develops the following profit payoff table:

State of Nature

Decision Alternative                S1     S2    S3    S4

D1                            14    9    10    5
D2                            11   10    8     7
D3                            9     10    10    11
D4                            8     10    11    13
          
A. If the decision maker knows nothing about the probabilities of the four states of nature, what is recommended decision using the optimistic, conservative and minimax regret approaches?
B. Which approach do you prefer? Explain. Is establishing the most appropriate approach before analyzing the problem important for the decision maker? Explain.
C. Assume that the payoff table provides cost rather than profit payoffs. What is the recommended decision using the optimistic, conservative and minimax regret approaches?

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