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Iosif Pinelis
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$\newcommand\la\lambda\newcommand\1{\mathbf1}$There is no finite lower bound in terms of $a$ and the eigenvalues of $L$ on the minimum eigenvalue of the perturbed matrix $L+a\,\1\1^\top$ given only the information you gave; here, $\1\1^\top$ is the $2\times2$ matrix of $1$'s.

Indeed, let $$L=\begin{bmatrix}\la&b\\0&0\end{bmatrix}$$ for some real $\la\ge0$ and $b$. Then the eigenvalues of the perturbed matrix $L+a\,\1\1^\top$$L+a\,\1\1^\top=\begin{bmatrix}\la+a&b+a\\a&a\end{bmatrix}$ are $$t_\pm:=\la/2+a\pm\sqrt{(\la/2+a)^2+(b-\la)a},$$ so that for any given real $\la\ge0$ and $a>0$ we have $t_-\to-\infty$ as $b\to\infty$.

Also, for any given real $\la\ge0$ and $a>0$, if $b$ is close enough to $-\infty$, then the eigenvalues $t_\pm$ are not real, and hence it makes no sense to even talk about the minimum eigenvalue of the perturbed matrix.

$\newcommand\la\lambda\newcommand\1{\mathbf1}$There is no finite lower bound in terms of $a$ and the eigenvalues of $L$ on the minimum eigenvalue of the perturbed matrix $L+a\,\1\1^\top$ given only the information you gave; here, $\1\1^\top$ is the $2\times2$ matrix of $1$'s.

Indeed, let $$L=\begin{bmatrix}\la&b\\0&0\end{bmatrix}$$ for some real $\la\ge0$ and $b$. Then the eigenvalues of the perturbed matrix $L+a\,\1\1^\top$ are $$t_\pm:=\la/2+a\pm\sqrt{(\la/2+a)^2+(b-\la)a},$$ so that for any given real $\la\ge0$ and $a>0$ we have $t_-\to-\infty$ as $b\to\infty$.

Also, for any given real $\la\ge0$ and $a>0$, if $b$ is close enough to $-\infty$, then the eigenvalues $t_\pm$ are not real, and hence it makes no sense to even talk about the minimum eigenvalue of the perturbed matrix.

$\newcommand\la\lambda\newcommand\1{\mathbf1}$There is no finite lower bound in terms of $a$ and the eigenvalues of $L$ on the minimum eigenvalue of the perturbed matrix $L+a\,\1\1^\top$ given only the information you gave; here, $\1\1^\top$ is the $2\times2$ matrix of $1$'s.

Indeed, let $$L=\begin{bmatrix}\la&b\\0&0\end{bmatrix}$$ for some real $\la\ge0$ and $b$. Then the eigenvalues of the perturbed matrix $L+a\,\1\1^\top=\begin{bmatrix}\la+a&b+a\\a&a\end{bmatrix}$ are $$t_\pm:=\la/2+a\pm\sqrt{(\la/2+a)^2+(b-\la)a},$$ so that for any given real $\la\ge0$ and $a>0$ we have $t_-\to-\infty$ as $b\to\infty$.

Also, for any given real $\la\ge0$ and $a>0$, if $b$ is close enough to $-\infty$, then the eigenvalues $t_\pm$ are not real, and hence it makes no sense to even talk about the minimum eigenvalue of the perturbed matrix.

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Iosif Pinelis
  • 127.8k
  • 8
  • 107
  • 229

$\newcommand\la\lambda$$\newcommand\la\lambda\newcommand\1{\mathbf1}$There is no finite lower bound in terms of $a$ and the eigenvalues of $L$ on the minimum eigenvalue of the perturbed matrix $L+aI$$L+a\,\1\1^\top$ given only the information you gavegave; here, $\1\1^\top$ is the $2\times2$ matrix of $1$'s.

Indeed, let $$L=\begin{bmatrix}\la&b\\0&0\end{bmatrix}$$ for some real $\la\ge0$ and $b$. Then the eigenvalues of the perturbed matrix $L+aI$$L+a\,\1\1^\top$ are $$t_\pm:=\la/2+a\pm\sqrt{(\la/2+a)^2+(b-\la)a},$$ so that for any given real $\la\ge0$ and $a>0$ we have $t_-\to-\infty$ as $b\to\infty$.

Also, for any given real $\la\ge0$ and $a>0$, if $b$ is close enough to $-\infty$, then the eigenvalues $t_\pm$ are not real, and hence it makes no sense to even talk about the minimum eigenvalue of the perturbed matrix.

$\newcommand\la\lambda$There is no finite lower bound in terms of $a$ and the eigenvalues of $L$ on the minimum eigenvalue of the perturbed matrix $L+aI$ given only the information you gave.

Indeed, let $$L=\begin{bmatrix}\la&b\\0&0\end{bmatrix}$$ for some real $\la\ge0$ and $b$. Then the eigenvalues of the perturbed matrix $L+aI$ are $$t_\pm:=\la/2+a\pm\sqrt{(\la/2+a)^2+(b-\la)a},$$ so that for any given real $\la\ge0$ and $a>0$ we have $t_-\to-\infty$ as $b\to\infty$.

Also, for any given real $\la\ge0$ and $a>0$, if $b$ is close enough to $-\infty$, then the eigenvalues $t_\pm$ are not real, and hence it makes no sense to even talk about the minimum eigenvalue of the perturbed matrix.

$\newcommand\la\lambda\newcommand\1{\mathbf1}$There is no finite lower bound in terms of $a$ and the eigenvalues of $L$ on the minimum eigenvalue of the perturbed matrix $L+a\,\1\1^\top$ given only the information you gave; here, $\1\1^\top$ is the $2\times2$ matrix of $1$'s.

Indeed, let $$L=\begin{bmatrix}\la&b\\0&0\end{bmatrix}$$ for some real $\la\ge0$ and $b$. Then the eigenvalues of the perturbed matrix $L+a\,\1\1^\top$ are $$t_\pm:=\la/2+a\pm\sqrt{(\la/2+a)^2+(b-\la)a},$$ so that for any given real $\la\ge0$ and $a>0$ we have $t_-\to-\infty$ as $b\to\infty$.

Also, for any given real $\la\ge0$ and $a>0$, if $b$ is close enough to $-\infty$, then the eigenvalues $t_\pm$ are not real, and hence it makes no sense to even talk about the minimum eigenvalue of the perturbed matrix.

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Iosif Pinelis
  • 127.8k
  • 8
  • 107
  • 229

$\newcommand\la\lambda$There is no finite lower bound in terms of $a$ and the eigenvalues of $L$ on the minimum eigenvalue of the perturbed matrix $L+aI$ given only the information you gave.

Indeed, let $$L=\begin{bmatrix}\la&b\\0&0\end{bmatrix}$$ for some real $\la\ge0$ and $b$. Then the eigenvalues of the perturbed matrix $L+aI$ are $$t_\pm:=\la/2+a\pm\sqrt{(\la/2+a)^2+(b-\la)a},$$ so that for any given real $\la\ge0$ and $a>0$ we have $t_-\to-\infty$ as $b\to\infty$.

Also, for any given real $\la\ge0$ and $a>0$, if $b$ is close enough to $-\infty$, then the eigenvalues $t_\pm$ are not real, and hence it makes no sense to even talk about the minimum eigenvalue of the perturbed matrix.

$\newcommand\la\lambda$There is no finite lower bound in terms of $a$ and the eigenvalues of $L$ on the minimum eigenvalue of the perturbed matrix $L+aI$ given only the information you gave.

Indeed, let $$L=\begin{bmatrix}\la&b\\0&0\end{bmatrix}$$ for some real $\la\ge0$ and $b$. Then the eigenvalues of the perturbed matrix $L+aI$ are $$t_\pm:=\la/2+a\pm\sqrt{(\la/2+a)^2+(b-\la)a},$$ so that for any given real $\la\ge0$ and $a>0$ we have $t_-\to-\infty$ as $b\to\infty$.

$\newcommand\la\lambda$There is no finite lower bound in terms of $a$ and the eigenvalues of $L$ on the minimum eigenvalue of the perturbed matrix $L+aI$ given only the information you gave.

Indeed, let $$L=\begin{bmatrix}\la&b\\0&0\end{bmatrix}$$ for some real $\la\ge0$ and $b$. Then the eigenvalues of the perturbed matrix $L+aI$ are $$t_\pm:=\la/2+a\pm\sqrt{(\la/2+a)^2+(b-\la)a},$$ so that for any given real $\la\ge0$ and $a>0$ we have $t_-\to-\infty$ as $b\to\infty$.

Also, for any given real $\la\ge0$ and $a>0$, if $b$ is close enough to $-\infty$, then the eigenvalues $t_\pm$ are not real, and hence it makes no sense to even talk about the minimum eigenvalue of the perturbed matrix.

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Iosif Pinelis
  • 127.8k
  • 8
  • 107
  • 229
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