Let A be an n×n complex matrix such that A=λI
for all λ∈C. Prove that A is similar to a matrix
having at most one non-zero entry on the main diagonal.
Solution (official)
The statement will be proved by induction on n. For n=1, there is
nothing to do. In the case n=2, write
A=[acbd]. If b=0, and
c=0 or b=c=0 then A is similar to
[1a/b01][acbd][1−a/b01]=[0c−ad/bba+d]
or
[10−a/c1][acbd][10a/c1]=[0cb−ad/ca+d],
respectively. If b=c=0 and a=d, then A is similar to
[1011][a00d][10−11]=[a0d−ad],
and we can perform the step seen in the case b=0 again.
Assume now that n>3 and the problem has been solved for all
n′<n. Let
A=[A′∗∗β], where A′ is
(n−1)×(n−1) matrix. Clearly we may assume that
A′=λ′I, so the induction provides a P with, say,
P−1A′P=[0∗∗α].
But then the matrix
B=[P−1001][A′∗∗β][P001]=[P−1A′P∗∗β]
is similar to A and its diagonal is
(0,0,…,0,α,β). On the other hand, we may also view
B as [0∗∗C], where C is an
(n−1)×(n−1) matrix with diagonal
(0,…,0,α,β). If the inductive hypothesis is
applicable to C, we would have Q−1CQ=D, with
D=[0∗∗γ] so that
finally the matrix
E=[100Q−1]⋅B⋅[100Q]=[100Q−1][0∗∗C][100Q]=[0∗∗D]
is similar to A and its diagonal is (0,0,…,0,γ), as
required.
The inductive argument can fail only when n−1=2 and the
resulting matrix applying P has the form
P−1AP=0cead0b0d
where d=0. The numbers a, b, c, e cannot be 0 at the
same time. If, say, b=0, A is similar to
1010100010cead0b0d10−1010001=−bce−b−dadab0b+d.
Performing half of the induction step again, the diagonal of the
resulting matrix will be (0,d−b,d+b) (the trace is the same) and
the induction step can be finished. The cases a=0, c=0 and
e=0 are similar.
How the field did
contestants scored
182
average (of 20)
2.91
solved (≥ 80%)
7.1%
near-0 (≤ 10%)
73.6%
discrimination
0.48
Score distribution (field cohort)
Computed on contestants with a meaningful total (field cohort); discrimination is the corrected item–total correlation.