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IMC / 2012 / Problems / Day 1, P2

IMC 2012 · Day 1 · P2

hard

Let nn be a fixed positive integer. Determine the smallest possible rank of an n×nn \times n matrix that has zeros along the main diagonal and strictly positive real numbers off the main diagonal.

(Proposed by Ilya Bogdanov and Grigoriy Chelnokov, MIPT, Moscow)

Solution (official)

For n=1n = 1 the only matrix is (0)(0) with rank 0. For n=2n = 2 the determinant of such a matrix is negative, so the rank is 2. We show that for all n3n \ge 3 the minimal rank is 3.

Notice that the first three rows are linearly independent. Suppose that some linear combination of them, with coefficients c1,c2,c3c_1, c_2, c_3, vanishes. Observe that from the first column one deduces that c2c_2 and c3c_3 either have opposite signs or both zero. The same applies to the pairs (c1,c2)(c_1, c_2) and (c1,c3)(c_1, c_3). Hence they all must be zero.

It remains to give an example of a matrix of rank (at most) 3. For example, the matrix (021222(n1)2(1)20212(n2)2(n+1)2(n+2)2(n+3)202)=((ij)2)i,j=1n=\begin{pmatrix} 0^2 & 1^2 & 2^2 & \dots & (n-1)^2 \\ (-1)^2 & 0^2 & 1^2 & \dots & (n-2)^2 \\ \vdots & \vdots & \vdots & \ddots & \vdots \\ (-n+1)^2 & (-n+2)^2 & (-n+3)^2 & \dots & 0^2 \end{pmatrix} = \Bigl( (i-j)^2 \Bigr)_{i,j=1}^{n} = =(1222n2)(1,1,,1)2(12n)(1,2,,n)+(111)(12,22,,n2)= \begin{pmatrix} 1^2 \\ 2^2 \\ \vdots \\ n^2 \end{pmatrix} (1, 1, \dots, 1) - 2 \begin{pmatrix} 1 \\ 2 \\ \vdots \\ n \end{pmatrix} (1, 2, \dots, n) + \begin{pmatrix} 1 \\ 1 \\ \vdots \\ 1 \end{pmatrix} (1^2, 2^2, \dots, n^2) is the sum of three matrices of rank 1, so its rank cannot exceed 3.

How the field did

contestants scored
313
average (of 10)
3.47
solved (≥ 80%)
17.9%
near-0 (≤ 10%)
24.3%
discrimination
0.58

Score distribution (field cohort)

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

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