MHB Can the adj(A) method be simplified for finding inverses of 4x4 matrices?

  • Thread starter Thread starter delgeezee
  • Start date Start date
  • Tags Tags
    Inverse
Click For Summary
SUMMARY

The discussion centers on the inefficiency of using the adjoint method (adj(A)) to find the inverse of a 4x4 matrix. Participants highlight that this method is labor-intensive, requiring the calculation of 16 determinants, making it impractical compared to other techniques. The consensus is that while the adjoint method is a traditional approach, it is not time-efficient, especially for larger matrices. The exercise in the homework book may serve to illustrate the drawbacks of this method, encouraging students to explore more efficient alternatives.

PREREQUISITES
  • Understanding of matrix operations, specifically matrix inversion
  • Familiarity with the adjoint method for finding inverses
  • Knowledge of determinant calculation for 3x3 and 4x4 matrices
  • Basic concepts of linear algebra, including cofactor matrices
NEXT STEPS
  • Research alternative methods for finding matrix inverses, such as Gaussian elimination
  • Learn about LU decomposition and its application in matrix inversion
  • Explore the use of matrix properties to simplify determinant calculations
  • Study the implications of matrix size on computational efficiency in linear algebra
USEFUL FOR

Students studying linear algebra, educators teaching matrix operations, and anyone seeking efficient techniques for matrix inversion.

delgeezee
Messages
12
Reaction score
0
I can find inverses using an adjust for a 3X3 matrix. But My homework book asks us to find the inverse using an adj(A) for a 4x4 matrix. 1 3 1 1
2 5 2 2
1 3 8 9
1 3 2 2

it seems less time efficient to find the inverse using this method. Is it possible to reduce the matrix to a a simpler yet equal form and still come out with the same cofactor matrix?
 
Physics news on Phys.org
delgeezee said:
I can find inverses using an adjust for a 3X3 matrix. But My homework book asks us to find the inverse using an adj(A) for a 4x4 matrix. 1 3 1 1
2 5 2 2
1 3 8 9
1 3 2 2

it seems less time efficient to find the inverse using this method. Is it possible to reduce the matrix to a a simpler yet equal form and still come out with the same cofactor matrix?
Even for a 3x3 matrix, the adjoint method is a very laborious way to find the inverse. For anything larger than that, it rapidly gets far worse. Maybe the purpose of this exercise in the homework book is to get you to see how bad the adjoint method is, so that you will appreciate the value of having other methods.
 
I agree completely that finding the $\text{adj A}$ is very tedious and there isn't any way to simplify the process (row reduction for example will result in a different answer). You will have to calculate 16 determinants for matrices of size 3x3 in this problem. Not fun!
 

Similar threads

  • · Replies 15 ·
Replies
15
Views
3K
  • · Replies 34 ·
2
Replies
34
Views
3K
  • · Replies 3 ·
Replies
3
Views
1K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 13 ·
Replies
13
Views
2K
  • · Replies 7 ·
Replies
7
Views
3K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 2 ·
Replies
2
Views
1K