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5 5 votes
Consider a square matrix $A$ of order $10$ and $\mathrm{A}=[\mathrm{aij}]$; where $1 \leq \mathrm{i,j} \leq 10$.

Given that $\mathrm{aij} =\left\{\begin{array}{cc}\min (i+1,2 j-1) ; & i \leq j \\\\ 0 ; & \text { otherwise }\end{array}\right\}$

How many linearly independent eigenvectors are there?

2 Answers

2 2 votes
Since $a_{ij}=0$ for $i>j$, the matrix $A$ is upper triangular.

Hence, the eigenvalues of $A$ are its diagonal entries.

For $i=j$,

$a_{ii}=\min(i+1,\,2i-1)$.

Now compute the diagonal entries:

$a_{11}=\min(2,1)=1$

$a_{22}=\min(3,3)=3$

$a_{33}=\min(4,5)=4$

$a_{44}=\min(5,7)=5$

and similarly,

$a_{55}=6,\quad a_{66}=7,\quad a_{77}=8,\quad a_{88}=9,\quad a_{99}=10,\quad a_{10,10}=11$.

So the eigenvalues are

$1,3,4,5,6,7,8,9,10,11$.

All these eigenvalues are distinct.

Therefore, $A$ has $10$ linearly independent eigenvectors.

Hence, the required answer is $\boxed{10}$.
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