How to Estimate the Operator Norm ||A||_2 for a Difference Operator?

Join the discussion
Ask a follow-up here, or get your own question answered by working scientists, mathematicians and engineers — people, not an autocomplete.
Real named experts · corrections over time · the nuance an AI answer skips
1 reply · 5K views
Max Fleiss
Messages
1
Reaction score
0
Greetings everyone!

I have a set of tasks I need to solve using using operator norms, inner product... and have some problems with the task in the attachment. I would really appreciate your help and advice.

This is what I have been thinking about so far:
I have to calculate a non trivial upper bound, so maybe it could be done by:
[tex]b=max( ||A||_1,||A||_2,||A||_\infty )[/tex]

Since [tex]A[/tex] is a difference operator I estimated the following:
[tex]||A||_1= 4[/tex]
[tex]||A||_\infty= 2[/tex]
But how can I estimate [tex]||A||_2=?[/tex]
If I know that abs row sum is 2 (besides 0 there appears only one 1 and one -1 in the rows) and abs column sum is 4 (it is two times the size of row length dim(A)=2mn x mn). Can I estimate [tex]||A||_2[/tex] by:
[tex]||A||_2=\sqrt{rows^2+columns^2 }=\sqrt{(2 \cdot 2mn)^2+(4 \cdot mn)^2}[/tex][tex]=4 \sqrt{(mn)^2+(mn)^2}=4 \sqrt{2} \sqrt{m^2n^2}[/tex] since [tex]mn[/tex] are positive [tex]||A||_2=4 \sqrt{2} mn[/tex]
So I would say [tex]b=max(L_1,L_2,L_\infty)=L_2=4 \sqrt{2} mn[/tex]

Is my conclusion, approximation of a non trivial upper bound b right?

Thank you in advance for your help!
 

Attachments

  • 1t.png
    1t.png
    31.6 KB · Views: 659
Last edited by a moderator:
Physics news on Phys.org