Does the spectral radius of a matrix define a norm? Does it satisfy the properties of norm, i.e.,
- $\| x \| \ge 0$
- $\| x \| = 0 \implies x=0$
- $\| kx \| = |k| \cdot \|x \|$
- $\| x+y \| \le \|x\| + \|y\|$
Does the spectral radius of a matrix define a norm? Does it satisfy the properties of norm, i.e.,
On
if you choose any nilpotent matrix M so you have existence of $k\in\mathbb{N}$ such that $M^k=0$ so in $M^n=0$ for all $n\geq k$ and : $$ \|M^n\|^{1/n}=0 $$ So $\rho(M)=\lim_n \|M^n\|^{1/n}=0$. we can conclude that the spectral radius of any nilpotent matrix is equal to $0$. and so the spectral radius can't be a norme.
Choose matrices x and y such that the fourth property (triangle inequality) is not satisfied. There are plenty of matrices which will show that
$$\rho(A+B) > \rho(A)+\rho(B)$$