In this page characteristic roots questions 5 we are going to see how to find characteristic roots of any given matrix.
Definition :
Let A be any square matrix of order n x n and I be a unit matrix of same order. Then |A-λI| is called characteristic polynomial of matrix.
Then the equation |A-λI| = 0 is called characteristic roots of matrix. The roots of this equation is called characteristic roots of matrix.
Another name of characteristic roots:
characteristic roots are also known as latent roots or eigenvalues of a matrix.
Question 5 :
Determine the characteristic roots of the matrix
|
Let A = |
|
The order of A is 3 x 3. So the unit matrix I = |
|
Now we have to multiply λ with unit matrix I.
λI = |
|
A-λI= |
|
- |
|
|
  = |
|
  = |
|
A-λI= |
| ||||||||||||||||||
= (11-λ)[(-2-λ)(-6-λ)-20]+4[7(-6-λ)+50]-7[-28-10(-2-λ)] = (11-λ)[(2+λ)(6+λ)-20]+4[-42-7λ+50]-7[-28+20+10λ] = (11-λ)[12+2λ+6λ+λ²-20]+4[8-7λ]-7[-8+10λ] = (11-λ)[λ²+8λ-8]+32-28λ+56-70λ = 11λ²+8λ-88-λ³-8λ²+88λ-98λ+88 = - λ³+3λ²-2λ = -λ³+3λ²-2λ = -λ(λ²-3λ²+2) |
To find roots let |A-λI| = 0
-λ(λ²-3λ²+2) = 0
λ = 0
Now we have to solve λ²-3λ²+2 to get another two values. For that let us factorize
λ²-3λ²+2 = 0
λ²-1λ-2λ+2 = 0
λ(λ-1)-2(λ-1) = 0
(λ-1)(λ-2) = 0
λ - 1 = 0
λ = 1
λ - 2 = 0
λ = 2
Therefore the characteristic roots (or) Eigen values are x = 0,1,2
Questions |
Solution |
Question 1 : Determine the characteristic roots of the matrix
|
| |||||||||||||
Question 2 : Determine the characteristic roots of the matrix
|
| |||||||||||||
Question 3 : Determine the characteristic roots of the matrix
|
| |||||||||||||
Question 4 : Determine the characteristic roots of the matrix
|
characteristic roots questions 5 characteristic roots questions 5 |
May 26, 23 12:27 PM
May 21, 23 07:40 PM
May 20, 23 10:53 PM