Maths Olympiad Prep

Library / /1064 of 1394

, 2023

Combinatorics Difficulty 5.6 AIME, harder Prove it United States

Problem:

Let x0=x101=0x_{0} = x_{101} = 0. The numbers x1,x2,,x100x_{1}, x_{2}, \ldots, x_{100} are chosen at random from the interval [0,1][0,1] uniformly and independently. Compute the probability that 2xixi1+xi+12 x_{i} \geq x_{i-1} + x_{i+1} for all i=1,2,,100i = 1, 2, \ldots, 100.

Solution

Solution:

We solve for general nn where n=100n = 100 in the problem. Notice that the points (i,Ai)(i, A_{i}) must form a convex hull, so there is some unique maximal element AiA_{i}. Consider the i1i-1 points A1,,Ai1A_{1}, \ldots, A_{i-1} left of ii, and the ii slopes formed between these points of segments A0A1,,Ai1Ai\overline{A_{0}A_{1}}, \ldots, \overline{A_{i-1}A_{i}}. Notice that we must choose the i1i-1 points to be decreasing. Ignoring cases where they have some shared yy-coordinates since this happens with probability 00, we have a 1(i1)!\frac{1}{(i-1)!} chance of picking them in ascending order. Now, we order the differences

{A1A0,A2A1,,AiAi1} \left\{A_{1} - A_{0}, A_{2} - A_{1}, \ldots, A_{i} - A_{i-1}\right\}

in descending order, obtaining some new list

{d1,d2,,di} \left\{d_{1}, d_{2}, \ldots, d_{i}\right\}

and redefining Ak=j=1kdjA_{k} = \sum_{j=1}^{k} d_{j}. Notice that this procedure almost surely maps (i1)!i!(i-1)!i! possible sequences of points A1,A2,,Ai1A_{1}, A_{2}, \ldots, A_{i-1} to a valid convex hull, so the chance that the points left of AiA_{i} are valid is 1(i1)!i!\frac{1}{(i-1)!i!}. Similarly, the chance that the points on the right work is given by 1(n+1i)!(ni)!\frac{1}{(n+1-i)!(n-i)!}. So, for a maximum value at AiA_{i} the chance that we get a valid convex hull is 1(i1)!i!(n+1i)!(ni)!\frac{1}{(i-1)!i!(n+1-i)!(n-i)!}.

To finish, note that each point is equally likely to be the peak. Our answer is

1ni=1n1(i1)!i!(n+1i)!(ni)!=1nn!2i=1nn!2(i1)!i!(n+1i)!(ni)!=1nn!2i=1n(ni1)(nni)=1nn!2(2nn1) \begin{aligned} & \frac{1}{n} \sum_{i=1}^{n} \frac{1}{(i-1)!i!(n+1-i)!(n-i)!} \\ & = \frac{1}{n \cdot n!^{2}} \sum_{i=1}^{n} \frac{n!^{2}}{(i-1)!i!(n+1-i)!(n-i)!} \\ & = \frac{1}{n \cdot n!^{2}} \sum_{i=1}^{n} \binom{n}{i-1} \binom{n}{n-i} \\ & = \frac{1}{n \cdot n!^{2}} \binom{2n}{n-1} \end{aligned}

Plugging in n=100n = 100 gives the desired answer.

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