Characteristic Eq for Matrix problem

Click For Summary

Homework Help Overview

The problem involves finding the coefficient of x in the expansion of the determinant of the expression det(x*I - A), where A is an n x n matrix and I is the n x n identity matrix. The original poster attempts to show that this coefficient equals the sum of the determinants of the Aii minors.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster discusses various attempts to prove the statement, including using the definition of a determinant and the Leibniz rule. They express uncertainty about the relationship between the minors and eigenvalues. Other participants suggest considering specific cases, such as when A is diagonal or diagonalizable, to simplify the problem.

Discussion Status

The discussion is ongoing, with participants exploring different approaches and questioning how to relate the properties of diagonal matrices back to the original matrix A. Some guidance has been offered regarding specific cases, but no consensus or resolution has been reached yet.

Contextual Notes

The original poster notes difficulties in expressing their thoughts clearly without mathematical notation and mentions a lengthy reference link that may contain relevant information. There is also an acknowledgment that row and column operations affect the minors, complicating the proof.

Zoe-b
Messages
91
Reaction score
0

Homework Statement


Where A is an n x n matrix and I is the n x n identity
In the expansion of det(x*I-A), show that the coefficient of x is equal to the sum from i = 1 to n of the determinant of the Aii minor. (where Aii = the submatrix of A formed by deleting row i and column i)


Homework Equations


if X1, X2, ... Xn are the eigenvalues of A then the coefficient of x is equal to the sum from i = 1 to n of (product of eigenvalues)/Xi.


The Attempt at a Solution


I have tried quite a few different ways of doing this but getting nowhere..
using the definition of a determinant as a sum of products over permuations of Sym (n) and then using the Leibnix rule for integrals I seem to find that (where a11 is the top left entry of A and so on)
d(det(x*I-A)/dx = sum (from i =1 to n) of det(x*I-A)/(x-aii)

The constant coefficient of this will be equal to the x coefficient of det(x*I-A) but the RHS only cancels directly to what I want if aii is an eigenvalue, which obviously isn't always the case. I tried to use row permutations but this obviously changes the Aii minors and so doesn't seem to work. Any ideas? I was trying to follow the proof on

http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6TY9-4H5MYJD-1&_user=126524&_coverDate=06%2F30%2F2006&_rdoc=1&_fmt=high&_orig=search&_origin=search&_sort=d&_docanchor=&view=c&_searchStrId=1630570352&_rerunOrigin=google&_acct=C000010360&_version=1&_urlVersion=0&_userid=126524&md5=26cc582e2a0f1358d2f4b36931f4954e&searchtype=a

(sorry for the long link!) but the notation is a bit beyond me. Am I on the right track at all or is there a better way to attempt this? Sorry for not including full working but without the maths language its near impossible to be clear.
Thanks
 
Physics news on Phys.org
Can you prove it for when A is diagonal
 
Yes I understand for when it is diagonal but altho row/column operations of form (row i -> row i + d*row j) won't change the determinant of the matrix, they will change the determinant of the minors.. I don't see how to relate the diagonal form back to the original matrix.
 
How about for a diagonaliable matrix? That is the key here.
 
Hmmmn I'm still pretty clueless but I'll give it another go tomorrow! Thanks
 

Similar threads

Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
2
Views
5K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 6 ·
Replies
6
Views
5K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 1 ·
Replies
1
Views
5K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
4K