Let $x\in R^n$ and symmetric matrix $A\in R^{nxn}$ be defined as $$A_{ij} = x_ix_j$$ for i,j = 1,2,...,n
How can I show that this matrix is positive semi-definite? Any suggestions would be greatly appreciated.
Thank you!
Let $x\in R^n$ and symmetric matrix $A\in R^{nxn}$ be defined as $$A_{ij} = x_ix_j$$ for i,j = 1,2,...,n
How can I show that this matrix is positive semi-definite? Any suggestions would be greatly appreciated.
Thank you!
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$A = x x^T$ (where $x$ is considered as a column vector). Thus for any $y \in \mathbb R^n$, $y^T A y = y^T x x^T y = (x^T y)^2 \ge 0$.