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IMC / 2001 / Problems / Day 2, P9

IMC 2001 · Day 2 · P9

hard

Find the maximum number of points on a sphere of radius 1 in Rn\mathbb{R}^n such that the distance between any two of these points is strictly greater than 2\sqrt{2}.

Solution (official)

The unit sphere in Rn\mathbb{R}^n is defined by Sn−1={(x1,…,xn)∈Rn  ∣  ∑k=1nxk2=1}.S_{n-1} = \left\{ (x_1, \dots, x_n) \in \mathbb{R}^n \;\Bigl|\; \sum_{k=1}^{n} x_k^2 = 1 \right\}. The distance between the points X=(x1,…,xn)X = (x_1, \dots, x_n) and Y=(y1,…,yn)Y = (y_1, \dots, y_n) is: d2(X,Y)=∑k=1n(xk−yk)2.d^2(X, Y) = \sum_{k=1}^{n} (x_k - y_k)^2. We have d(X,Y)>2⇔d2(X,Y)>2⇔∑k=1nxk2+∑k=1nyk2+2∑k=1nxkyk>2⇔∑k=1nxkyk<0\begin{align*} d(X, Y) > \sqrt{2} &\Leftrightarrow d^2(X, Y) > 2 \\ &\Leftrightarrow \sum_{k=1}^{n} x_k^2 + \sum_{k=1}^{n} y_k^2 + 2 \sum_{k=1}^{n} x_k y_k > 2 \\ &\Leftrightarrow \sum_{k=1}^{n} x_k y_k < 0 \end{align*} Taking account of the symmetry of the sphere, we can suppose that A1=(−1,0,…,0).A_1 = (-1, 0, \dots, 0). For X=A1X = A_1, ∑k=1nxkyk<0\sum\limits_{k=1}^{n} x_k y_k < 0 implies y1>0y_1 > 0, ∀Y∈Mn\forall Y \in M_n.

Let X=(x1,X‾)X = (x_1, \overline{X}), Y=(y1,Y‾)∈Mn∖{A1}Y = (y_1, \overline{Y}) \in M_n \setminus \{A_1\}, X‾,Y‾∈Rn−1\overline{X}, \overline{Y} \in \mathbb{R}^{n-1}.

We have ∑k=1nxkyk<0⇒x1y1+∑k=1n−1x‾ky‾k<0⇔∑k=1n−1xk′yk′<0,\sum_{k=1}^{n} x_k y_k < 0 \Rightarrow x_1 y_1 + \sum_{k=1}^{n-1} \overline{x}_k \overline{y}_k < 0 \Leftrightarrow \sum_{k=1}^{n-1} x_k' y_k' < 0, where xk′=x‾k∑x‾k2,yk′=y‾k∑y‾k2.x_k' = \frac{\overline{x}_k}{\sqrt{\sum \overline{x}_k^2}}, \qquad y_k' = \frac{\overline{y}_k}{\sqrt{\sum \overline{y}_k^2}}. therefore (x1′,…,xn−1′),(y1′,…,yn−1′)∈Sn−2(x_1', \dots, x_{n-1}'), (y_1', \dots, y_{n-1}') \in S_{n-2} and verifies ∑k=1nxk′yk′<0\sum\limits_{k=1}^{n} x_k' y_k' < 0.

If ana_n is the search number of points in Rn\mathbb{R}^n we obtain an≤1+an−1a_n \le 1 + a_{n-1} and a1=2a_1 = 2 implies that an≤n+1a_n \le n+1.

We show that an=n+1a_n = n+1, giving an example of a set MnM_n with (n+1)(n+1) elements satisfying the conditions of the problem. A1=(−1,0,0,0,…,0,0)A2=(1n,−c1,0,0,…,0,0)A3=(1n,1n−1⋅c1,−c2,0,…,0,0)A4=(1n,1n−1⋅c1,1n−2⋅c2,−c3,…,0,0)⋮An−1=(1n,1n−1⋅c1,1n−2⋅c2,1n−3⋅c3,…,−cn−2,0)An=(1n,1n−1⋅c1,1n−2⋅c2,1n−3⋅c3,…,12⋅cn−2,−cn−1)An+1=(1n,1n−1⋅c1,1n−2⋅c2,1n−3⋅c3,…,12⋅cn−2,cn−1)\begin{align*} A_1 &= (-1, 0, 0, 0, \dots, 0, 0) \\ A_2 &= \left( \tfrac{1}{n}, -c_1, 0, 0, \dots, 0, 0 \right) \\ A_3 &= \left( \tfrac{1}{n}, \tfrac{1}{n-1} \cdot c_1, -c_2, 0, \dots, 0, 0 \right) \\ A_4 &= \left( \tfrac{1}{n}, \tfrac{1}{n-1} \cdot c_1, \tfrac{1}{n-2} \cdot c_2, -c_3, \dots, 0, 0 \right) \\ &\vdots \\ A_{n-1} &= \left( \tfrac{1}{n}, \tfrac{1}{n-1} \cdot c_1, \tfrac{1}{n-2} \cdot c_2, \tfrac{1}{n-3} \cdot c_3, \dots, -c_{n-2}, 0 \right) \\ A_n &= \left( \tfrac{1}{n}, \tfrac{1}{n-1} \cdot c_1, \tfrac{1}{n-2} \cdot c_2, \tfrac{1}{n-3} \cdot c_3, \dots, \tfrac{1}{2} \cdot c_{n-2}, -c_{n-1} \right) \\ A_{n+1} &= \left( \tfrac{1}{n}, \tfrac{1}{n-1} \cdot c_1, \tfrac{1}{n-2} \cdot c_2, \tfrac{1}{n-3} \cdot c_3, \dots, \tfrac{1}{2} \cdot c_{n-2}, c_{n-1} \right) \end{align*} where ck=(1+1n)(1−1n−k+1),k=1,n−1‾.c_k = \sqrt{\left( 1 + \frac{1}{n} \right) \left( 1 - \frac{1}{n - k + 1} \right)}, \quad k = \overline{1, n-1}. We have ∑k=1nxkyk=−1n<0\sum\limits_{k=1}^{n} x_k y_k = -\frac{1}{n} < 0 and ∑k=1nxk2=1\sum\limits_{k=1}^{n} x_k^2 = 1, ∀X,Y∈{A1,…,An+1}\forall X, Y \in \{A_1, \dots, A_{n+1}\}.

These points are on the unit sphere in Rn\mathbb{R}^n and the distance between any two points is equal to d=21+1n>2.d = \sqrt{2} \sqrt{1 + \frac{1}{n}} > \sqrt{2}.

Remark. For n=2n = 2 the points form an equilateral triangle in the unit circle; for n=3n = 3 the four points from a regular tetrahedron and in Rn\mathbb{R}^n the points from an nn dimensional regular simplex.

How the field did

contestants scored
182
average (of 20)
4.69
solved (≥ 80%)
15.9%
near-0 (≤ 10%)
66.5%
discrimination
0.48

Score distribution (field cohort)

Computed on contestants with a meaningful total (field cohort); discrimination is the corrected item–total correlation.

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