2016 AIME II Problem 15

Below is the professionally curated solution for Problem 15 of the 2016 AIME II, from LIVE by Po-Shen Loh. You can also try the full timed exam, view all 2016 AIME II solutions, or check the answer key.

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Concepts:Cauchy-Schwarz Inequalityinequalityalgebraic manipulation

Difficulty rating: 3500

15.

For 1i2151 \le i \le 215 let ai=12ia_i = \frac{1}{2^i} and a216=12215.a_{216} = \frac{1}{2^{215}}. Let x1,x2,,x216x_1, x_2, \ldots, x_{216} be positive real numbers such that i=1216xi=1and1i<j216xixj=107215+i=1216aixi22(1ai).\sum_{i=1}^{216} x_i = 1 \quad \text{and} \quad \sum_{1 \le i \lt j \le 216} x_i x_j = \frac{107}{215} + \sum_{i=1}^{216} \frac{a_i x_i^2}{2(1 - a_i)}. The maximum possible value of x2=mn,x_2 = \frac{m}{n}, where mm and nn are relatively prime positive integers. Find m+n.m + n.

Solution:

Since xi=1,\sum x_i = 1, we have 2i<jxixj=1xi2.2\sum_{i \lt j} x_i x_j = 1 - \sum x_i^2. Doubling the given equation and rearranging, 1i=1216xi2=214215+i=1216aixi21ai,so1215=i=1216(1+ai1ai)xi2=i=1216xi21ai.1 - \sum_{i=1}^{216} x_i^2 = \frac{214}{215} + \sum_{i=1}^{216} \frac{a_i x_i^2}{1 - a_i}, \qquad \text{so} \qquad \frac{1}{215} = \sum_{i=1}^{216}\left(1 + \frac{a_i}{1 - a_i}\right)x_i^2 = \sum_{i=1}^{216} \frac{x_i^2}{1 - a_i}.

Now ai=(12++12215)+12215=1,\sum a_i = \left(\frac{1}{2} + \cdots + \frac{1}{2^{215}}\right) + \frac{1}{2^{215}} = 1, so (1ai)=2161=215.\sum (1 - a_i) = 216 - 1 = 215. By the Cauchy-Schwarz inequality, 1=(i=1216xi)2(i=1216xi21ai)(i=1216(1ai))=1215215=1.1 = \left(\sum_{i=1}^{216} x_i\right)^2 \le \left(\sum_{i=1}^{216} \frac{x_i^2}{1 - a_i}\right)\left(\sum_{i=1}^{216} (1 - a_i)\right) = \frac{1}{215} \cdot 215 = 1.

Equality holds, so xix_i is proportional to 1ai,1 - a_i, forcing xi=1ai215.x_i = \frac{1 - a_i}{215}. The only, hence maximum, possible value of x2x_2 is 114215=3860,\frac{1 - \frac{1}{4}}{215} = \frac{3}{860}, and m+n=3+860=863.m + n = 3 + 860 = 863.

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