Prove that this matrix equation has no roots

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In summary, the conversation discusses how to solve a "more sophisticated" matrix equation and proves that the given equation has no solutions in the space of all 3x3 matrices with real entries. The characteristic polynomial of the given matrix is shown to have a single real root, making it the only real eigenvalue of the matrix. It is then proven that if there exists a solution to the equation, it would result in a contradiction. Therefore, the given equation has no solution.
  • #1
Fernando Revilla
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I quote an unsolved problem from another forum.

Could you explain to me how to solve "more sophisticated" matrix equations such as this one?

Prove that [TEX]2x^2 + x = \begin{bmatrix} -1&5&3\\-2&1&2\\0&-4&-3\end{bmatrix}[/TEX] has no solutions in [TEX]M(3,3;R)[/TEX], where [TEX]M(3,3;R) [/TEX] is the space of all matrices 3x3 with real entries.

The characteristic polynomial of the given matrix $M$ is $\chi (\lambda)=-\lambda^3-3\lambda^2-17\lambda-11$. The derivative $\chi'(\lambda)=-2\lambda^2-6\lambda-17$ has no real roots and $\chi'(0)<0$, so $\chi'(\lambda)<0$ for all $\lambda\in\mathbb{R}$ which means that $\chi$ is strictly decreasing in $\mathbb{R}$.

On the other hand, $\chi(-1)=4>0$ and $\chi(-1/2)=-25/8<0$. According to Bolzano's theorem, $\chi$ has a root $\beta\in (-1,-1/2)$. We conclude that $\beta$ is the only real eigenvalue of $M$.

Suppose that there exists $X\in\mathbb{R}^{3\times 3}$ such that $2X^2+X=M$. Let $\alpha$ be a real eigenvalue of $X$ (there is as least one because 3 is odd), then $2\alpha^2+\alpha$ is a real eigenvalue of $2X^2+X$ and one of those $\alpha$ must verify $2\alpha^2+\alpha=\beta$.

But $f(\alpha)=2\alpha^2+\alpha-\beta$ has an absolute minimum at $\alpha=-1/4$ and $f(-1/4)=-1/8-\beta>0$ which is a contradicction. So, the given equation has no solution.
 
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  • #2
Nice!

Fernando Revilla said:
then $2\alpha^2+\alpha$ is a real eigenvalue of $2X^2+X$ and one of those $\alpha$ must verify $2\alpha^2+\alpha=\beta$.

Suppose z is an imaginary eigenvalue of X.
Then $2z^2+z$ is an eigenvalue of $2X^2+X$.
This eigenvalue could be real, couldn't it?
 
  • #3
ILikeSerena said:
Nice! Suppose z is an imaginary eigenvalue of X.
Then $2z^2+z$ is an eigenvalue of $2X^2+X$.
This eigenvalue could be real, couldn't it?

Yes a priori, but in such case there would be two linearly independent vectors $v_1,v_2\in\mathbb{R}^3$ such that:

$(2X^2+X)v_1=(2\alpha^2+\alpha)v_1=\beta v_1$
$(2X^2+X)v_2=(2z^2+z)v_2=\beta v_2$

Then, $\beta$ would be an eigenvalue of $M$ at least double. Contradiction.
 
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FAQ: Prove that this matrix equation has no roots

How do you prove that a matrix equation has no roots?

To prove that a matrix equation has no roots, you can use the method of contradiction. Assume that there exists a solution to the equation and then show that it leads to a contradiction, thus proving that there are no roots.

Can a matrix equation have multiple roots?

Yes, a matrix equation can have multiple roots. However, it is also possible for a matrix equation to have no roots or only a single root.

What does it mean for a matrix equation to have no roots?

If a matrix equation has no roots, it means that there is no solution that satisfies the equation. This could be due to the inconsistency of the equations or the lack of a unique solution.

Is there a specific method to use when proving that a matrix equation has no roots?

There is no specific method to use when proving that a matrix equation has no roots. However, the method of contradiction is commonly used, as well as techniques such as Gaussian elimination and eigenvalue analysis.

Can a matrix equation have complex roots?

Yes, a matrix equation can have complex roots. This is because matrices can have complex entries, and the roots of a matrix equation are determined by the eigenvalues of the matrix, which can be complex numbers.

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