Arrow s Impossibility Theorem

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Transcription:

Arrow s Impossibility Theorem

Some announcements Final reflections due on Monday. You now have all of the methods and so you can begin analyzing the results of your election.

Today s Goals We will discuss various fairness criteria and how the different voting methods violate these criteria.

Last Time We have so far discussed the following voting methods. Plurality Method (Majority Method) Borda Count Method Plurality-with-Elimination Method (IRV) Pairwise Comparison Method Method of Least Worst Defeat Ranked Pairs Method Approval Voting

Fairness Criteria The following fairness criteria were developed by Kenneth Arrow, an economist in the 1940s. Economists are often interested in voting theories because of their impact on game theory. The mathematician John Nash (the subject of A Beautiful Mind) won the Nobel Prize in economics for his contributions to game theory.

The Majority Criterion A majority candidate should always be the winner. Note that this does not say that a candidate must have a majority to win, only that such a candidate should not lose. Plurality, IRV, Pairwise Comparison, LWD, and Ranked Pairs all satisfy the Majority Criterion.

The Majority Criterion The Borda Count Method violates the Majority Criterion. Number of voters 6 2 3 1st A B C 2nd B C D 3rd C D B 4th D A A Even though A had a majority of votes it only has 29 points. B is the winner with 32 points. Moral: Borda Count punishes polarizing candidates.

The Condorcet Criterion A Condorcet candidate should always be the winner. Recall that a Condorcet Candidate is one that beats all other candidates in a head-to-head (pairwise) comparison.

The Condorcet Criterion A voting method which satisfies the Condorcet Criterion is called a Condorcet Method. Pairwise Comparison, LWD, and Ranked Pairs are all Condorcet Methods.

The Condorcet Criterion The Plurality Method violates the Condorcet Criterion. Number of voters 49 48 3 1st R H F 2nd H S H 3rd F O S 4th O F O 5th S R R R wins by the Plurality Method but loses in a head-to-head with H. IRV and Borda Count also violate the Condorcet Criterion.

The Monotonicity Criterion If candidate X is the winner, then X would still be the winner had a voter ranked X higher in his preference ballot. Plurality, Borda Count, Pairwise Comparison, LWD, and Ranked Pairs all satisfy the Monotonicity Criterion.

The Monotonicity Criterion IRV violates the Monotonicity Criterion. Number of voters 7 8 10 2 1st A B C A 2nd B C A C 3rd C A B B B has the fewest first place votes and is therefore eliminated. The result is that C wins. Look at what happens if the 2 people in the last column actually rank C higher.

The Monotonicity Criterion IRV violates the Monotonicity Criterion. Number of voters 7 8 10 2 1st A B C C 2nd B C A A 3rd C A B B Now A has the fewest first place votes and so it is eliminated. The result is that B wins. Moral: IRV is vulnerable to insincere voting.

The Independence-of-Irrelevant-Alternatives (IIA) Criterion If candidate X is the winner, then X would still be the winner had one or more of the irrelevant alternatives not been in the race. Plurality, Borda Count, IRV, Pairwise Comparison, and Ranked Pairs all violate the IIA Criterion.

The IIA Criterion Pairwise comparison violates the IIA Criterion. Number of voters 2 6 4 1 1 4 4 1st A B B C C D E 2nd D A A B D A C 3rd C C D A A E D 4th B D E D B C B 5th E E C E E B A A has 3 wins and 1 loss. A wins with 3 points. Now suppose C is removed (C is an irrelevant alternative).

The IIA Criterion Pairwise comparison violates the IIA Criterion. Number of voters 2 6 4 1 1 4 4 1st A B B B D D E 2nd D A A A A A D 3rd B D D D B E B 4th E E E E E B A Now B has 2 wins and 1 tie but A only has 2 wins. B wins.

Arrow s Impossibility Theorem The fairness criteria set down by Kenneth Arrow are The majority criterion The Condorcet criterion The monotonicity criterion The independence of irrelevant alternatives (IIA) criterion Theorem It is mathematically impossible for a voting method to satisfy all four of these fairness criteria.