Proof: det(A + B^T) = det(A^T + B)

In summary, the conversation discusses the proof of the equality of determinants between (A + B^T) and (A^T + B). The correct method involves using the properties of transposition and matrix addition, as well as ensuring that each step of the proof is reversible. A suggested proof using these properties is provided.
  • #1
KataKoniK
1,347
0
Is this proof correct?

Show that det(A + B^T) = det(A^T + B)

det(A + B^T) = det(A^T + B)
det(A) + det(B^T) = det(A^T) + det(B)
det(A) + det(B) = det(A) + det(B)

Thanks.
 
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  • #2
det(A+B) is not, in general, equal to det(A)+ det(B).

What is true is that (A+B)T= AT+ BT so that, in particular (AT+ B)T= A+ BT.
 
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  • #3
Well your "proof" is backwards for one, and second it's invalid. It seems you're suggesting that det(X + Y) = det(X) + det(Y). What if X = I2 (the 2x2 identity matrix) and Y = -I2?

The determinant is not a linear function, however transposition is linear. Use that fact plus the trivial fact that matrix addition is commutative, plus the fact that the det(AT) = det(A), to get the desired result.
 
  • #4
Hmm, so is this the correct method of doing it?

det(A + B^T) = det(A^T + B)
det(A + B^T)^T = det(A^T + B)^T
det(A^T + B) = det(A + B^T)

I can't do this, correct? Thanks for the hints though.
 
  • #5
Well, I think it will be enough if you do it on one side :wink:

det(A + B^T) = det(A^T + B)
det(A + B^T)^T = det(A^T + B)
det(A^T + B) = det(A^T + B)
 
  • #6
det(AT + B) = det((AT + B)T) = det(ATT + BT) = det(A + BT)
 
  • #7
This proof, as TD wrote:
det(A + B^T) = det(A^T + B)
det(A + B^T)^T = det(A^T + B)
det(A^T + B) = det(A^T + B)
which starts with what you want to show and arrives at a true statement is valid if you make sure each step is reversible! (That's often called "synthetic proof".)

But AKG's suggestion:
det(AT + B) = det((AT + B)T) = det(ATT + BT) = det(A + BT)
is much nicer!
 
  • #8
Thanks everyone!
 

What is the proof for the equation det(A + B^T) = det(A^T + B)?

The proof for this equation can be found in linear algebra textbooks or online resources. It involves using the properties of determinants and proving that the two expressions are equivalent.

Why is this equation important in linear algebra?

This equation is important because it shows the commutative property of determinants, which is a fundamental property in linear algebra. It also has practical applications in solving systems of linear equations and calculating the volume of parallelepipeds.

Is this equation true for all matrices A and B?

Yes, this equation holds for all square matrices A and B of the same size. It does not matter if the matrices are invertible or not.

Can this equation be extended to more than two matrices?

Yes, this equation can be extended to any number of matrices, as long as they are all of the same size. The expression will still hold true if the order of the matrices is changed.

What other properties of determinants can be derived from this equation?

This equation can be used to prove other properties of determinants, such as the fact that det(AB) = det(A)det(B) for two square matrices A and B. It also helps in proving the invertibility of a matrix by showing that det(A) is non-zero.

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