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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 Sn1={(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(xkyk)2.d^2(X, Y) = \sum_{k=1}^{n} (x_k - y_k)^2. We have d(X,Y)>2d2(X,Y)>2k=1nxk2+k=1nyk2+2k=1nxkyk>2k=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, YMn\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,YRn1\overline{X}, \overline{Y} \in \mathbb{R}^{n-1}.

We have k=1nxkyk<0x1y1+k=1n1xkyk<0k=1n1xkyk<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=xkxk2,yk=ykyk2.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,,xn1),(y1,,yn1)Sn2(x_1', \dots, x_{n-1}'), (y_1', \dots, y_{n-1}') \in S_{n-2} and verifies k=1nxkyk<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 an1+an1a_n \le 1 + a_{n-1} and a1=2a_1 = 2 implies that ann+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,1n1c1,c2,0,,0,0)A4=(1n,1n1c1,1n2c2,c3,,0,0)An1=(1n,1n1c1,1n2c2,1n3c3,,cn2,0)An=(1n,1n1c1,1n2c2,1n3c3,,12cn2,cn1)An+1=(1n,1n1c1,1n2c2,1n3c3,,12cn2,cn1)\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)(11nk+1),k=1,n1.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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