The following payoff table shows the profit for a decision problem with 2 states and 3 decision
alternatives. Determine the range of the probabilities for state s1 for which it would be optimal to choose
decision d1.
States | d1 | d2 | d3 | |
s1 | 8 | 4 | 10 | |
s2 | 10 | 12 | -2 | |
Let the probability of 's1' = p and that for 's2' is (1 - p).
For the expected value of 'd1' to become more than that of 'd2',
8p + 10(1 - p) >= 4p + 12(1 - p)
or, -2p + 10 >= -8p + 12
or, 6p >= 2
or, p >= 1/3
Also, for the expected value of 'd1' to become more than that of 'd3',
8p + 10(1 - p) >= 10p + (-2)(1 - p)
or, -2p + 10 >= 12p - 2
or, 14p <= 12
or, p <= 12/14 or 6/7
So, the required range of 'p' is [1/3, 6/7]
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