00:01
Hello everyone from the question we are given that matrix a is equals to 2 minus 2 3 1 1 2 3 2 2 2 2 2 3 minus 2 2 2 3 2 2 3 and we have to verify that p inverse ap is a diagonal with the eigenvalues on the main diagonal so first we are going to find eigenvalues of matrix a so first we write characteristic equation of matrix a which is equals to determinant of a minus lambda is equal to 0 this implies determinant of 2 minus lambda minus 2 3, 0 3 minus lambda minus 2, 0 minus 1, 2 minus lambda is equals to 0.
00:38
By solving this we get 2 minus lambda multiply by 3 minus lambda into 2 minus lambda minus lambda minus 2 is equals to 0.
00:47
This implies 2 minus lambda multiply by 6 minus 3 lambda minus 2 lambda plus lambda square minus 2 is equals to 0.
00:57
This implies 2 minus lambda multiplied by lambda square minus 5 lambda plus four is equals to zero.
01:04
This implies 2 minus lambda multiply by lambda to 8 lambda minus lambda plus 4 is equals to 0.
01:12
This implies 2 minus lambda into lambda minus 4 into lambda minus 1 is equal to 0 this implies lambda equals to 1 .2 .4 so the eigen values of matrixa is 1 to 4.
01:25
Now we are going to find eigenvector for these eigenvalues.
01:29
So first we put lambda equals to 1.
01:31
So we can write a minus lambda i x is equals to 0, where x1 x2 x3 is an eigenvector for lambda equals to 1.
01:40
This implies a minus 1, a minus i into x is equals to 0.
01:47
This implies 1 minus 2 3, 0 2 minus 2, 0 minus 1 multiply by x 1 x1 x2 x3 is equal to 0.
01:55
Is equal to 0.
01:56
From here we can write x1 minus 2 x2 plus 3 x3 is equal to 0, 2x2 minus 2 x3 is equal to 0 minus x2 plus x3 is equal to 0.
02:10
By solving these equations we get x2 is equals to x3 and x1 is equal to minus x2 minus x2 x2 this is equals to x2 into minus 1 -1 1 1.
02:22
So the eigenvector for lambda equals to 1 is 1.
02:25
Minus 1 -1.
02:26
Now we are going to find eigenvector for lambda equals to 2.
02:30
So we can write a minus lambda i x is equal to 0 where x1 x2 x3 is an eigenvector for lambda equals to 2.
02:39
This implies a minus 2 i into x is equals to 0.
02:43
This implies 0 minus 2 3 01 minus 2 0 minus 1 0 minus 2 x3 is equals to 0...