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3 Answers

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Given matrix is
$A=\begin{pmatrix}
1 & 0 & 0\\
0 & a & 0\\
0 & 0 & b
\end{pmatrix}$

Since it is a diagonal matrix, its eigenvalues are the diagonal entries, that is, $1$, $a$, $b$.

Now the question says that an arbitrary vector $X$ is an eigenvector of $A$.

Let
$X=\begin{pmatrix}x_1\\x_2\\x_3\end{pmatrix}$

Then for $X$ to be an eigenvector, we must have
$AX=cX$
for some scalar $c$.

Now take $c=1$. Then
$AX=X$

So,
$\begin{pmatrix}
1 & 0 & 0\\
0 & a & 0\\
0 & 0 & b
\end{pmatrix}
\begin{pmatrix}
x_1\\x_2\\x_3
\end{pmatrix}
=
\begin{pmatrix}
x_1\\x_2\\x_3
\end{pmatrix}$

This gives
$\begin{pmatrix}
x_1\\
ax_2\\
bx_3
\end{pmatrix}
=
\begin{pmatrix}
x_1\\
x_2\\
x_3
\end{pmatrix}$

Comparing both sides, we get

$x_1=x_1$

$ax_2=x_2$

$bx_3=x_3$

Since $X$ is arbitrary, $x_2$ and $x_3$ can be any values.

So we must have

$a=1$

and

$b=1$

Hence,
$(a,b)=(1,1)$

So the correct answer is $\boxed{(a,b)=(1,1)}$
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