[Math] Two linearly independent eigenvectors with eigenvalue zero

eigenvalues-eigenvectorslinear algebranumerical linear algebranumerical methods

What is the only $2\times 2$ matrix that only has eigenvalue zero but does have two linearly independent eigenvectors?

I know there is only one such matrix, but I'm not sure how to find it.

Best Answer

Answer is the zero matrix obviously.

EDIT, here is a simple reason: let the matrix be $(c_1\ c_2)$, where $c_1$ and $c_2$ are both $2\times1$ column vectors. For any eigenvector $(a_1 \ a_2)^T$ with eigenvalue $0$, $a_1c_1 + a_2c_2 = 0$. Similarly, for another eigenvector $(b_1 \ b_2)^T$, $b_1c_1 + b_2c_2 = 0$. So $(a_2b_2 - a_1b_2)c_1 = 0$, therefore $c_1=0$ as the eigenvectors are linearly independent. From this, $c_2=0$ also.

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