Checking Invertibility of A^3 Matrix - Tips & Solutions

  • Context: MHB 
  • Thread starter Thread starter Yankel
  • Start date Start date
  • Tags Tags
    Matrix
Click For Summary
SUMMARY

The discussion centers on determining the invertibility of the matrix A^3 based on the values of k. It is established that A^3 is invertible if and only if A is invertible. Participants suggest using the determinant of A to find values of k that ensure det(A) ≠ 0, rather than calculating the rank of A. If the concept of determinants is unfamiliar, row reduction of the augmented matrix [A|I] to Gaussian form is recommended as an alternative method.

PREREQUISITES
  • Understanding of matrix operations, specifically matrix multiplication.
  • Knowledge of determinants and their role in matrix invertibility.
  • Familiarity with Gaussian elimination and row reduction techniques.
  • Basic concepts of linear algebra, particularly regarding matrix rank.
NEXT STEPS
  • Study the properties of determinants and how they relate to matrix invertibility.
  • Learn Gaussian elimination techniques for solving systems of equations.
  • Explore the implications of matrix rank in linear transformations.
  • Practice calculating determinants for various types of matrices.
USEFUL FOR

Students and professionals in mathematics, particularly those studying linear algebra, as well as anyone involved in computational mathematics or engineering requiring matrix analysis.

Yankel
Messages
390
Reaction score
0
Hi all,

I have the matrix A shown in the attached photo.

View attachment 3667

I need to check for which values of k, the matrix A^3 is invertible.

I tried calculating A^3, by multiplying A by itself twice. I got a nasty matrix. It makes no sense to me that now I am suppose to find it's rank, by using operations on rows. Am I missing something ? How would you solve this in the easiest way ?

Thanks !
 

Attachments

  • matrix.JPG
    matrix.JPG
    2.7 KB · Views: 80
Physics news on Phys.org
Hi Yankel,

Note $A^3$ is invertible if and only if $A$ is invertible. How would you determine the values of $k$ that make $A$ invertible?
 
Oh, I see, this was the missing part.

To find values for which A is invertible is easier. I find the rank of A, right ?
 
No, finding the rank of $A$ is unnecessary. If you can use determinants, find the values of $k$ for which $\text{det}(A) \neq 0$. If you don't know determinants, then consider row reducing the augmented matrix $[A|I]$ to Gaussian form.
 

Similar threads

  • · Replies 9 ·
Replies
9
Views
5K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
1K
  • · Replies 10 ·
Replies
10
Views
3K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K