Find the maximum number of points on a sphere of radius 1 in
Rn such that the distance between any two of these points
is strictly greater than 2.
Solution (official)
The unit sphere in Rn is defined by
Sn−1={(x1,…,xn)∈Rnk=1∑nxk2=1}.
The distance between the points X=(x1,…,xn) and
Y=(y1,…,yn) is:
d2(X,Y)=k=1∑n(xk−yk)2.
We have
d(X,Y)>2⇔d2(X,Y)>2⇔k=1∑nxk2+k=1∑nyk2+2k=1∑nxkyk>2⇔k=1∑nxkyk<0
Taking account of the symmetry of the sphere, we can suppose that
A1=(−1,0,…,0).
For X=A1, k=1∑nxkyk<0 implies y1>0,
∀Y∈Mn.
Let X=(x1,X), Y=(y1,Y)∈Mn∖{A1}, X,Y∈Rn−1.
We have
k=1∑nxkyk<0⇒x1y1+k=1∑n−1xkyk<0⇔k=1∑n−1xk′yk′<0,
where
xk′=∑xk2xk,yk′=∑yk2yk.
therefore
(x1′,…,xn−1′),(y1′,…,yn−1′)∈Sn−2
and verifies k=1∑nxk′yk′<0.
If an is the search
number of points in Rn we obtain
an≤1+an−1 and a1=2 implies that an≤n+1.
We show that an=n+1, giving an example of a set Mn with
(n+1) elements satisfying the conditions of the problem.
A1A2A3A4An−1AnAn+1=(−1,0,0,0,…,0,0)=(n1,−c1,0,0,…,0,0)=(n1,n−11⋅c1,−c2,0,…,0,0)=(n1,n−11⋅c1,n−21⋅c2,−c3,…,0,0)⋮=(n1,n−11⋅c1,n−21⋅c2,n−31⋅c3,…,−cn−2,0)=(n1,n−11⋅c1,n−21⋅c2,n−31⋅c3,…,21⋅cn−2,−cn−1)=(n1,n−11⋅c1,n−21⋅c2,n−31⋅c3,…,21⋅cn−2,cn−1)
where
ck=(1+n1)(1−n−k+11),k=1,n−1.
We have k=1∑nxkyk=−n1<0 and
k=1∑nxk2=1,
∀X,Y∈{A1,…,An+1}.
These points are on the unit sphere in Rn and the distance
between any two points is equal to
d=21+n1>2.
Remark. For n=2 the points form an equilateral triangle in the
unit circle; for n=3 the four points from
a regular tetrahedron and in Rn the points from an
n 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.