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Let $x, y\in \mathbb{R}^n$ are two given vectors. Can I always find a $u\in\mathbb{R}^n$ such that $$xx^t+yy^t-uu^t$$ is a diagonal matrix with non-negative elements? I could prove it when $n=2$, but don't know for higher $n$. Probably it would not work for $n\geq 3$..?

P.S. $x^t$ denotes transpose of $x$.

Poor.Jack
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1 Answers1

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You are right. It wont work for $n\ge3$

Denote $X=xx^t;Y=yy^t;U=uu^t$

Obviously $X_{ij}=x_ix_j$ .Similarly the others..

To make the resultant a diagonal matrix, all elements except the diagonal of the resultant must be zero. So $$u_2u_1=X_{21}+Y_{21}\implies u_2={X_{21}+Y_{21}\over u_1}$$Now $$u_3u_2=X_{32}+Y_{32}\implies u_3={X_{32}+Y_{32}\over X_{21}+Y_{21}}u_1$$ But also$$u_3u_1=X_{31}+Y_{31}\implies u_3={X_{31}+Y_{31}\over u_1}$$$$\therefore u_1^2={(X_{21}+Y_{21})(X_{31}+Y_{31})\over X_{32}+Y_{32}}$$

But remember $$X_{11}+Y_{11}-u_1^2\ge 0$$$$\implies X_{11}+Y_{11}-{(X_{21}+Y_{21})(X_{31}+Y_{31})\over X_{32}+Y_{32}}\ge 0$$

Obviously this imposes a restriction on the values $X\ \&\ Y$ can take, so it wont hold for any random vector $x$ and $y$ for $n\ge 3$

Qwerty
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