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Mustafa Said
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The Hilbert-Schmidt norm, $||A||_F= (\sum_{j=1}^n a_{i,j}^2)^{1/2}$$||A||_F= (\sum_{i,j=1}^n a_{i,j}^2)^{1/2}$ is clearly always larger than $||A||_{max}$ and is also submultiplicative.

Hence, $||AB||_{max} \leq ||AB||_F \leq ||A||_F ||B||_F$

The Hilbert-Schmidt norm, $||A||_F= (\sum_{j=1}^n a_{i,j}^2)^{1/2}$ is clearly always larger than $||A||_{max}$ and is also submultiplicative.

Hence, $||AB||_{max} \leq ||AB||_F \leq ||A||_F ||B||_F$

The Hilbert-Schmidt norm, $||A||_F= (\sum_{i,j=1}^n a_{i,j}^2)^{1/2}$ is clearly always larger than $||A||_{max}$ and is also submultiplicative.

Hence, $||AB||_{max} \leq ||AB||_F \leq ||A||_F ||B||_F$

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Mustafa Said
  • 3.7k
  • 2
  • 29
  • 35

The Hilbert-Schmidt norm, $||A||_F= (\sum_{j=1}^n a_{i,j}^2)^{1/2}$ is clearly always larger than $||A||_{max}$ and is also submultiplicative.

Hence, $||AB||_{max} \leq ||AB||_F \leq ||A||_F ||B||_F$