Eigenvalues for a matrix with equal and opposite diagonal entries?

In summary, The conversation discusses a square matrix with two diagonal entries being 'a' and '-a'. The supervisor mentions that it cannot be positive or negative definite and two eigenvalues will have opposite signs or be zero. The proof and name of the result are unknown. The suggestion to consider 2x2 matrices with diagonal entries of 1 and -1 is given. The characteristic polynomial is also mentioned.
  • #1
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Given a square matrix (arbitrary finite size) where two diagonal entries are 'a' and '-a', what can you derive about the eigenvalues of the matrix?

My supervisor mentioned she'd read something about it being provable that the matrix cannot be positive or negative definite. Two of the eigenvalues will certainly have opposite signs or at most be both zero. She says she read it on a book but has completely forgotten where or what the result's name was (if it has one).

Can anyone confirm this result? The square matrix is completely general except for two diagonal entries being the negative of one another. I'm not sure if they had to be successive diagonal entries. If it is true, what's the proof? If it's too long a proof or requires a bunch of lemma to build up to it from more well known results, can someone point me to a book or website which covers it?

Thanks :)
 
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  • #2
Have you considered writing down 2x2 matrices with diagonal entries 1 and -1 and playing around with things? It is very illuminating, and should have been the first thing you did.
 
  • #3
well obviously the charectaristic polynomial will be: P(x)=(x^2-a^2)+bc=x^2+(bc-a^2) but it seems to be triviality thing to check is it not?
 
  • #4
so what's the trace?
 

1. What are eigenvalues for a matrix with equal and opposite diagonal entries?

Eigenvalues for a matrix with equal and opposite diagonal entries are the values that satisfy the characteristic equation of the matrix, where the diagonal entries are equal in magnitude but opposite in sign.

2. How do you calculate eigenvalues for a matrix with equal and opposite diagonal entries?

To calculate eigenvalues for a matrix with equal and opposite diagonal entries, you can use the characteristic equation and solve for the values that satisfy it. Alternatively, you can use the fact that the sum of the eigenvalues is equal to the trace of the matrix, which in this case is zero.

3. What properties do eigenvalues for a matrix with equal and opposite diagonal entries have?

Eigenvalues for a matrix with equal and opposite diagonal entries have the following properties:

  • They always come in pairs of equal magnitude but opposite sign
  • Their sum is equal to zero
  • Their product is equal to the determinant of the matrix

4. Can a matrix with equal and opposite diagonal entries have complex eigenvalues?

Yes, a matrix with equal and opposite diagonal entries can have complex eigenvalues. However, if the matrix is real, the complex eigenvalues will occur in conjugate pairs.

5. What is the significance of eigenvalues for a matrix with equal and opposite diagonal entries?

Eigenvalues for a matrix with equal and opposite diagonal entries can provide valuable information about the behavior and characteristics of the matrix. They can help determine if the matrix is invertible, its stability, and the behavior of its solutions. They are also important in applications such as physics, engineering, and data analysis.

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