Singular Value Decomposition

  • Thread starter azdang
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  • #1
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Homework Statement


Let A be a real mxn matrix, m>=n, with singular values [tex]\sigma[/tex]j.Show that the singular values of ([tex]\stackrel{I_{n}}{A}[/tex]) are equal to [tex]\sqrt{1+\sigma_j^2}[/tex].


Homework Equations





The Attempt at a Solution


I know that an SVD for A is A = U([tex]\stackrel{\Sigma}{0}[/tex])v^T and so, the singular values of A are [tex]\sigma_j[/tex]. I have no idea how to break this down. I assume I want to look at an SVD for ([tex]\stackrel{I_n}{A}[/tex]), but I don't know how to figure out that the singular values would be [tex]\sqrt{1+\sigma_j^2}[/tex]. Does anyone have any ideas? Thanks so much.

Homework Statement





Homework Equations





The Attempt at a Solution

 
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Answers and Replies

  • #2
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Also, sorry, I'm having a hard time figuring out how to have it typeset correctly to show you guys what's going on.
 
  • #3
HallsofIvy
Science Advisor
Homework Helper
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Don't use the html tags and inside LaTex. Use _ for subscripts and ^ for superscripts.
 
  • #4
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Oh wow, thank you so much. It looks great.
 

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