In: Math
Find all distinct (real or complex) eigenvalues of A.
Then find the basic eigenvectors of A corresponding to
each eigenvalue.
For each eigenvalue, specify the number of basic eigenvectors
corresponding to that eigenvalue, then enter the eigenvalue
followed by the basic eigenvectors corresponding to that
eigenvalue.
A = 11 −10
17 −15
Number of distinct eigenvalues: ?
Number of Vectors: ?
? : {???}
We have A =
11 |
-10 |
17 |
-15 |
The eigenvalues of A are solutions to its characteristic equation det(A- λI2)= 0 or, λ2+4λ+5 = 0 or, (λ+2+i)(λ-2-i)= 0. Hence, the eigenvalues of A are λ1 = -2-i and λ2 = -2+i. Further, the eigenvector of A corresponding to the eigenvalue -2-i is solution to the equation (A+(2+i)I2)X= 0. To solve this equation, we have to reduce A+(2+i)I2 to its RREF which is
1 |
-(1/17)(13-i) |
0 |
0 |
Now, if X = (x,y)T, then the equation (A+(2+i)I2)X= 0 is equivalent to x –(y/17)(13-i) or, x = (y/17)(13-i) so that X = ( y/17)(13-i) ,y)T = (y/17) (13-i ,17)T. Hence the eigenvector of A corresponding to the eigenvalue -2-i is (13-i ,17)T.
Similarly, the eigenvector of A corresponding to the eigenvalue -2+i is solution to the equation (A+(2-i)I2)X= 0. To solve this equation, we have to reduce A+(2-i)I2 to its RREF which is
1 |
-(1/17)(13+i) |
0 |
0 |
Now, if X = (x,y)T, then the equation (A+(2-i)I2)X= 0 is equivalent to x –(y/17)(13+i) or, x = (y/17)(13+i) so that X = ( y/17)(13+i) ,y)T = (y/17) (13+i ,17)T. Hence the eigenvector of A corresponding to the eigenvalue -2-i is (13+i ,17)T.
Number of distinct eigenvalues : 2
Number of eigenvectors: 2
eigenvalue -2-i ; eigenvector (13-i ,17)T.
eigenvalue -2+i ; eigenvector (13+i ,17)T.