Consider the classic Game Theory game Prisoner Dilemma:
______C_____________D______
C| -1,-1 | -4, 0
|------------|-----------
D| 0, -4 | -3,-3
Now in this game there are 3 Pareto optimals: (-4,0), (0,-4) and (-1,-1).
I have had some trouble about considering (-1,-1) as a Pareto optimal, maybe because there is a better outcome for both players (not at the same time) in other outcomes.
Is the following reasoning correct?
- initialize the set of Pareto optimals with all the outcomes
(a,b); - if there is another outcome
(a',b')such thata'>a ANDb'>bthen remove from the Pareto optimals set(a,b)`.
Is this correct?
Another question: is the outcome where a player has the maximum of his/her utility always a Pareto optimal?
No. It does have to be at the same time. that is, since none of the outcomes have the feature that it is better than $(-1,-1)$ for both players at the same time. So, it is Pareto optimal.
You say this yourself: for some outcome $(a,b)$ to not be Pareto Optimal, you must have some other outcome $(a',b')$ where both $a'>a$ AND $b'>b$. This is not true for $(-4,0)$ (worse for player 1), $(0,-4)$ (worse for player 2), and $(-3,-3)$ (worse for both players).
p.s. in explaining your reasoning you say:
I don't understand why you would be assuming that. It's typically not true.
Yes, because for some outcome to not be a Pareto Optimal, there must be some other outcome where that player can do better, but that is not the case if the player is already at his/her maximum.