T20 Suppose that A is a square matrix of size n and ......

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

The discussion focuses on proving the determinant property for scalar multiplication of a square matrix, specifically that for a square matrix A of size n and a scalar α, the equation det(αA) = α^n det(A) holds true. The example provided uses α = 5 and a 2x2 matrix to illustrate the calculation. The proof involves using elementary row operations and mathematical induction, demonstrating that the property is valid for any positive integer n, starting from the base case of n=1.

PREREQUISITES
  • Understanding of matrix determinants
  • Familiarity with elementary row operations
  • Knowledge of mathematical induction
  • Basic linear algebra concepts
NEXT STEPS
  • Study the properties of determinants in linear algebra
  • Learn about elementary matrices and their effects on determinants
  • Explore mathematical induction techniques in proofs
  • Investigate advanced topics in matrix theory, such as eigenvalues and eigenvectors
USEFUL FOR

Students and professionals in mathematics, particularly those studying linear algebra, as well as educators looking to enhance their understanding of matrix properties and proof techniques.

karush
Gold Member
MHB
Messages
3,240
Reaction score
5
https://drive.google.com/file/d/1g7fjWAUEpOo2NukqFqZI4Wrujud6sjbn/view?usp=sharing

$\tiny{4.288.T20}$
Suppose that A is a square matrix of size n and $\alpha \in \CC$ is $\alpha$ scalar.
Prove that $\det{\alpha A} = \alpha^n\det{A}$.
Using $\alpha=5$
$\det{5A}=\det\left(5\left[
\begin{array}{rrr}
1&2\\3&4
\end{array} \right]\right)
=\det\left[
\begin{array}{rrr}
5&10\\15&20
\end{array} \right]=-50
$
$5^2\det{A}=5^2\det\left[
\begin{array}{rrr}
1&2\\3&4
\end{array} \right]
=\left[\begin{array}{cc} 25 & 50 \\ 75 & 100 \end{array} \right]=(25)(-50)$

Solution: $aA$ can be obtained from A by elementary row operations %of type II.
$\alpha A = E_1 \cdots E_n A$
where E, is the corresponding elementary matrix that multiplies the i-th row by the constant a.
It follows that
$\det{\alpha A}= \det{E_i}\cdots \det{E_n} \det(A)=\alpha^n\det{A} $ok I obviouly tried to follow the example above (link) but not quite sure I got the message on it...:unsure:
 
Physics news on Phys.org
The problem is asking you to prove this for any positive integer, n. You cannot just show it for n= 5. I would probably use "induction on n". When n= 1 this "n by n matrix" is just a number, a. Then $det(\alpha A)= \alpha a= \alpha^1 det(A)$.

Now suppose that for A any "k by k" matrix, it is true that $det(\alpha A)= \alpha^k det(A)$ and consider B, an arbitrary k+1 by k+ 1 matrix. Calculate $det(\alpha A)$ by "expansion on the first row. You get a sum of k+ 1 terms, each a product of a number, which will be multiplied by $\alpha$, times the determinant of a k by k matrix.
 
Last edited:
thanks that helped a lot...

I always have a :unsure::unsure:with proofs
 

Similar threads

  • · Replies 15 ·
Replies
15
Views
3K
Replies
5
Views
1K
  • · Replies 15 ·
Replies
15
Views
5K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 3 ·
Replies
3
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K