Maths Olympiad Prep

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Combinatorics Difficulty 6.1 National Olympiad Prove it United States

Problem:

Consider a three-person game involving the following three types of fair six-sided dice.
- Dice of type AA have faces labelled 2,2,4,4,9,92,2,4,4,9,9.
- Dice of type BB have faces labelled 1,1,6,6,8,81,1,6,6,8,8.
- Dice of type CC have faces labelled 3,3,5,5,7,73,3,5,5,7,7.
All three players simultaneously choose a die (more than one person can choose the same type of die, and the players don't know one another's choices) and roll it. Then the score of a player PP is the number of players whose roll is less than PP's roll (and hence is either 00, 11, or 22). Assuming all three players play optimally, what is the expected score of a particular player?

Solution

Solution:

Short version: third player doesn't matter; against 11 opponent, by symmetry, you'd both play the same strategy. Type AA beats BB, BB beats CC, and CC beats AA all with probability 5/95/9. It can be determined that choosing each die with probability 1/31/3 is the best strategy. Then, whatever you pick, there is a 1/31/3 of dominating, a 1/31/3 chance of getting dominated, and a 1/31/3 chance of picking the same die (which gives a 1/32/3+1/31/3=1/31/3 \cdot 2/3 + 1/3 \cdot 1/3 = 1/3 chance of rolling a higher number). Fix your selection; then the expected payout is then 1/35/9+1/34/9+1/31/3=1/3+1/9=4/91/3 \cdot 5/9 + 1/3 \cdot 4/9 + 1/3 \cdot 1/3 = 1/3 + 1/9 = 4/9. Against 22 players, your EV is just E(p1)+E(p2)=2E(p1)=8/9E(p1) + E(p2) = 2E(p1) = 8/9

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Source: MathNet, licensed CC-BY-4.0. Statement reproduced verbatim; metadata (topic, difficulty) added by this project.