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Assume we have rank $r$ real matrix $M\in\{0,1\}^{n\times n}$ (not constrained to symmetric).

Assume $W\in\{0,1\}^{n\times n}$ is rank $1$ real matrix.

Case $1$: $M+W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M+W)-rank(M)$ depending on only $r$?

Case $2$: $M-W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M-W)-rank(M)$ depending on only $r$?


Above can be reduced to rank $2$ matrices $W$ with symmetric cases.

Matrix $$0\mbox{ }M'$$$$M\mbox{ }0$$ is symmetric and has rank $2r$.

Matrix $$0\mbox{ }W'$$$$W\mbox{ }0$$ is symmetric and has rank $2$.

Assume we have rank $r$ real matrix $M\in\{0,1\}^{n\times n}$ (not constrained to symmetric).

Assume $W\in\{0,1\}^{n\times n}$ is rank $1$ real matrix.

Case $1$: $M+W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M+W)-rank(M)$ depending on only $r$?

Case $2$: $M-W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M-W)-rank(M)$ depending on only $r$?

Assume we have rank $r$ real matrix $M\in\{0,1\}^{n\times n}$ (not constrained to symmetric).

Assume $W\in\{0,1\}^{n\times n}$ is rank $1$ real matrix.

Case $1$: $M+W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M+W)-rank(M)$ depending on only $r$?

Case $2$: $M-W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M-W)-rank(M)$ depending on only $r$?


Above can be reduced to rank $2$ matrices $W$ with symmetric cases.

Matrix $$0\mbox{ }M'$$$$M\mbox{ }0$$ is symmetric and has rank $2r$.

Matrix $$0\mbox{ }W'$$$$W\mbox{ }0$$ is symmetric and has rank $2$.

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Turbo
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Assume we have rank $r$ real matrix $M\in\{0,1\}^{n\times n}$ (not constrained to symmetric).

Assume $W\in\{0,1\}^{n\times n}$ is rank $1$ real matrix.

Case $1$: $M+W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M+W)-rank(M)$ depending on only $r$?

Case $2$: $M-W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M-W)-rank(M)$ depending on only $r$?

Assume we have rank $r$ real matrix $M\in\{0,1\}^{n\times n}$.

Assume $W\in\{0,1\}^{n\times n}$ is rank $1$ real matrix.

Case $1$: $M+W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M+W)-rank(M)$ depending on only $r$?

Case $2$: $M-W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M-W)-rank(M)$ depending on only $r$?

Assume we have rank $r$ real matrix $M\in\{0,1\}^{n\times n}$ (not constrained to symmetric).

Assume $W\in\{0,1\}^{n\times n}$ is rank $1$ real matrix.

Case $1$: $M+W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M+W)-rank(M)$ depending on only $r$?

Case $2$: $M-W\in\{0,1\}^{n\times n}$.

Could there be tight upper, lower bounds on $rank(M-W)-rank(M)$ depending on only $r$?

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