๐Ÿงฎ Brain Teaser

The Tournament Bracket Paradox

In a round-robin tournament with nn players, each pair of players plays exactly once, and every game has a winner (no ties). Call a tournament transitive if the players can be ranked 1,2,โ€ฆ,n1, 2, \ldots, n so that player ii beats player jj whenever i<ji < j (a "perfect ordering").

Show that for every nโ‰ฅ3n \geq 3, there exists a tournament on nn players that is not transitive, yet has the property that for every player pp, there exists another player who beats pp.

Actually, prove the stronger and more surprising fact:

For every nโ‰ฅ3n \geq 3, there exists a tournament on nn players such that for every subset SS of players with โˆฃSโˆฃโ‰คnโˆ’1|S| \leq n-1, there is some player outside SS who beats every player in SS.

Wait โ€” is this even possible? For n=3n = 3: find a tournament on 3 players where for every single player pp, some other player beats pp. (That's easy: a 3-cycle.) Now for n=7n = 7: prove that there exists a tournament on 7 players such that for every pair of players {p,q}\{p, q\}, there is a third player who beats both pp and qq.

probabilistic methodcombinatoricstournamentsquadratic residuesexistence proof

Answer: The Tournament Bracket Paradox

Key Idea / Intuition

The surprising fact is that "domination" by a single player can be replaced by "domination of every small set" โ€” and such tournaments actually exist. The trick is to use a probabilistic argument: in a random tournament (each game independently decided by a fair coin), the probability that some pair has no common dominator is small when nn is large enough. For n=7n = 7 specifically, we can use a beautiful algebraic/explicit construction via the quadratic residues modulo 7 (the Paley tournament), which has exactly this property.

The key insight: instead of searching, use the probabilistic method โ€” show that a random tournament on nn players (for large enough nn) satisfies the property with positive probability, so such a tournament must exist. For n=7n=7 we exhibit it concretely.


Formal Proof / Solution

Part 1: The n=7n = 7 explicit construction

Label players 0,1,2,3,4,5,60, 1, 2, 3, 4, 5, 6 (elements of Z7\mathbb{Z}_7). Define the tournament by:

iย beatsย jโ€…โ€ŠโŸบโ€…โ€Šjโˆ’iโˆˆ{1,2,4}(mod7)i \text{ beats } j \iff j - i \in \{1, 2, 4\} \pmod{7}

(These are exactly the quadratic residues mod 7: 12=11^2=1, 22=42^2=4, 32=23^2=2.)

Claim: For every pair {p,q}\{p, q\}, there exists a player rr who beats both pp and qq.

By the rotational symmetry of the construction (it's invariant under xโ†ฆx+1(mod7)x \mapsto x+1 \pmod 7), it suffices to check the case p=0p = 0. The players who beat 00 are those rr with 0โˆ’rโˆˆ{1,2,4}0 - r \in \{1,2,4\}, i.e., rโˆˆ{3,5,6}r \in \{3, 5, 6\}.

For each qโ‰ 0q \neq 0, we need some rโˆˆ{3,5,6}r \in \{3,5,6\} that also beats qq, meaning qโˆ’rโˆˆ{1,2,4}(mod7)q - r \in \{1,2,4\} \pmod 7.

  • q=1q=1: Need rr with 1โˆ’rโˆˆ{1,2,4}1-r \in \{1,2,4\}, i.e. rโˆˆ{0,6,4}r \in \{0,6,4\}. Intersection with {3,5,6}\{3,5,6\}: r=6r=6. โœ“
  • q=2q=2: Need rโˆˆ{1,0,5}r \in \{1,0,5\}. Intersection: r=5r=5. โœ“
  • q=3q=3: Need rโˆˆ{2,1,6}r \in \{2,1,6\}. Intersection: r=6r=6. โœ“
  • q=4q=4: Need rโˆˆ{3,2,0}r \in \{3,2,0\}. Intersection: r=3r=3. โœ“
  • q=5q=5: Need rโˆˆ{4,3,1}r \in \{4,3,1\}. Intersection: r=3r=3. โœ“
  • q=6q=6: Need rโˆˆ{5,4,2}r \in \{5,4,2\}. Intersection: r=5r=5. โœ“

Every pair has a common dominator. โ–ก\square


Part 2: Probabilistic proof for general nn

Theorem: For nn sufficiently large, there exists a tournament on nn players such that for every set SS of k=โŒŠlogโก2nโŒ‹k = \lfloor \log_2 n \rfloor players, some player outside SS beats all of SS.

Proof: Consider a random tournament on nn players where each game is decided by a fair coin flip, independently.

Fix a set SS of kk players and a player vโˆ‰Sv \notin S. The probability that vv beats all players in SS is 2โˆ’k2^{-k}. So the probability that no player outside SS beats all of SS is:

P(noย dominatorย ofย S)=(1โˆ’2โˆ’k)nโˆ’kP(\text{no dominator of } S) = \left(1 - 2^{-k}\right)^{n-k}

There are (nk)\binom{n}{k} choices of SS. By the union bound, the probability that some set SS has no dominator is at most:

(nk)(1โˆ’2โˆ’k)nโˆ’kโ‰คnkk!โ‹…eโˆ’(nโˆ’k)/2k\binom{n}{k}\left(1-2^{-k}\right)^{n-k} \leq \frac{n^k}{k!} \cdot e^{-(n-k)/2^k}

For k=โŒŠlogโก2nโŒ‹k = \lfloor \log_2 n \rfloor, we have 2kโ‰คn2^k \leq n, so (nโˆ’k)/2kโ‰ฅ(nโˆ’k)/nโ†’1(n-k)/2^k \geq (n-k)/n \to 1 but more importantly the exponential decay dominates the polynomial nk/k!n^k/k! as nโ†’โˆžn \to \infty.

Concretely: nkk!โ‹…eโˆ’(nโˆ’k)/2kโ†’0\frac{n^k}{k!} \cdot e^{-(n-k)/2^k} \to 0 as nโ†’โˆžn \to \infty since eโˆ’(nโˆ’k)/2kโ‰คeโˆ’n/2e^{-(n-k)/2^k} \leq e^{-\sqrt{n}/2} decays faster than any polynomial.

So this probability is less than 1 for large nn, meaning with positive probability the random tournament has the desired property. Therefore such a tournament exists. โ–ก\square


Why This Is Surprising

The property says: no matter which kk players you pick, the remaining players "cover" them โ€” someone beats all of them. This feels like it should be impossible (who dominates everyone?), but it doesn't require a single "king" โ€” different dominators can cover different subsets. The probabilistic argument shows existence without construction; the Paley tournament over Z7\mathbb{Z}_7 gives a beautiful explicit example for small nn.

Source: putnam/2008s.pdf (probabilistic method flavor); Paley tournament construction is classical combinatorics folklore

Type: PutnamSource: putnam/2008s.pdf (probabilistic method flavor); Paley tournament construction is classical combinatorics folkloreEdit on GitHub โ†—