Determinant as a function of trace

In summary, for dimensions 2 and 3, the relation between determinant and trace of a square matrix A is det A=((Tr A)2-Tr (A2))/2. The generalization to dimension 4 can be found on a Wikipedia page referencing Newton's identities, where the determinant can be written in terms of power sums. This can be verified using knowledge about eigenvalues, such as the fact that each matrix has n eigenvalues, the determinant is the product of the eigenvalues, and the trace is the sum of the eigenvalues.
  • #1
lukluk
8
0
for dimension 2, the following relation between determinant and trace of a square matrix A is true:

det A=((Tr A)2-Tr (A2))/2

for dimension 3 a similar identity can be found in http://en.wikipedia.org/wiki/Determinant

Does anyone know the generalization to dimension 4 ?

lukluk
 
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  • #3
Thanks very much!
so to see if I understand, the n=4 determinant can be written as

det A=(p14-6p12p2+3p22+8p1p3-6p4)/24

where
pi=Tr (Ai)

...right?
 
  • #4
Right!

Btw, you can check this yourself if you know a little bit about eigenvalues.

Did you know that each nxn matrix has n eigenvalues?
And that the determinant is the product of the eigenvalues?
And that the trace is the sum of the eigenvalues?
And the the trace of A^k is the sum of each eigenvalue^k?
 
  • #5
luk4,

The generalization of this relation to dimension 4 is given by the following formula:

det A = (1/12)((Tr A)^4 - 3(Tr A)^2Tr(A^2) + 2Tr(A^3) + 8 det(A^2))

This formula can be derived by considering the expansion of the determinant of a 4x4 matrix and using the properties of the trace and determinants of matrices. It is important to note that this formula only holds for square matrices of dimension 4. I hope this helps answer your question.
 

1. What is the determinant as a function of trace?

The determinant as a function of trace is a mathematical relationship that describes the connection between the trace (sum of the elements on the main diagonal) and the determinant (a value that can be calculated from the elements of a square matrix) of a square matrix.

2. How is the determinant as a function of trace used in linear algebra?

In linear algebra, the determinant as a function of trace is used to simplify calculations and proofs involving square matrices. It allows for the determination of the determinant of a matrix without having to calculate all its individual elements.

3. What is the significance of the determinant as a function of trace?

The determinant as a function of trace has several important applications in mathematics and science. It is used in the study of eigenvalues and eigenvectors, as well as in the calculation of volumes of parallelepipeds in three-dimensional space.

4. How can the determinant as a function of trace be calculated?

The determinant as a function of trace can be calculated using the formula: det(A) = (tr(A)^n - tr(A^2)) / 2, where tr(A) is the trace of matrix A and n is the size of the matrix. This formula can also be used to find the determinant of larger matrices by recursively calculating the determinants of smaller submatrices.

5. Can the determinant as a function of trace be used for non-square matrices?

No, the determinant as a function of trace is only applicable to square matrices. Non-square matrices do not have a determinant, and the trace is only defined for square matrices.

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