#eigen value

54 messages · Page 1 of 1 (latest)

deep arrow
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How to solve this one? Any short hack

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unborn cloud
deep arrow
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So sum of eigen values is 20

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L1+l2=20
So l1 is 0 so l2=20-l1

outer galleon
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why's there got to be a "short hack" ?

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apply the definition of eigenvalue and check..

deep arrow
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I meant we need to save time in exam hall soooo

outer galleon
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then learn your definitions well so you save time by not wallowing in doubt soooo..

deep arrow
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Eigen value says if we do |A-lambda I| then it will be 0 determinant

outer galleon
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k is an eigenvalue of A if there exists a nonzero vector x such that Ax = kx

deep arrow
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Yes

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The problem is that i am facing difficulties with definition and their applications

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Tell me how will you apply this Ax=kx

outer galleon
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for starters just consider whether this problem is well posed

deep arrow
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??

outer galleon
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what's the trace of A and what do you know about the trace of similar matrices?

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  1. show that 0 is an eigenvalue of A
  2. trace A is the sum of eigenvalues (why?)
  3. there exists nonzero eigenvalue k
  4. how do we get k + m = 20
deep arrow
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It comes when we solve the determinant equation

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|A-lambda I|=0

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So it is like cubic equation and roots of it sum and multiplication will be Determinant

outer galleon
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well, you wanted a shorter way

deep arrow
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Here trace is 20 so eigen values sum will be equal to it

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Let's check determinant is 0 so one eigen value is 0

outer galleon
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correct

deep arrow
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How did you check for 0 eigen value?

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Same process or any different one?

outer galleon
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determinant = 0 iff 0 is an eigenvalue

deep arrow
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Like row reduction?

outer galleon
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i calculate determinant with elementary operations yes

deep arrow
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Okay fine

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So now

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0+M=20

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So m =20

outer galleon
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nono

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0+k+m = 20

deep arrow
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3×3 matrices

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I see

outer galleon
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but you're told k is a nonzero eigenvalue

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do we know that k is not 20?

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if yes, then there must be three distinct eigenvalues

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otherwise the eigenvalues could also be 0,0, 20

deep arrow
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So we don't know anything about K,M

deep arrow
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But options are weird why?

outer galleon
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can you exclude k = 20?

outer galleon
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any other choice would be wrong

deep arrow
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And how will we prove it?

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Ohh wait

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Can we use cofactors?

deep arrow
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+close