In: Statistics and Probability
Find the eigenvalues with corresponding eigenvectors & show work.
1/2 1/9 3/10
1/3 1/2 1/5
1/6 7/18 1/2
Let
Let be the eigenvalue of the matrix A.
The from the definition of eigenvalue we have,
[I is the identity matrix of order 3]
By expanding we get,
[assuming ]
540a3 + 270a2 - 270a2 - 135a + 46a + 23 = 0
270a2(2a + 1) - 135a(2a + 1) + 23(2a + 1) = 0
(2a + 1)(270a2 - 135a + 23) = 0
Either a = - 1/2
Or, 270a2 - 135a + 23 = 0
i.e.
Since,
Therefore, there there is no real value of a
Therefore a = - 1/2 and hence = 1 i.e. the eigenvalue of A is 1.
Now, we find the engenvector corresponding to this eigenvalue. Let v be the eigenvector.
Then, Av = v
1/2.x + 1/9.y + 3/10.z = x
and 1/3.x + 1/2.y + 1/5.z = y
and 1/6.x + 7/18.y + 1/2.z = z
45x - 10y - 9z = 0
and 10x - 15y + 6z = 0
and 3x + 7y - 9z = 0
Solving we get x = y = z = 0
Answer: The eigenvalue for the given matrix is 1 and the eigenvector is .