Tuesday, 29 April 2014

linear algebra - How to find the eigen values of the given matrix




Given the matrix




[511111151111115111111410111140111003]



find its eigen values(preferably by elementary row/column operations).




Since I don't know any other method other than elementary operations to find eigen values so I tried writing the characteristic polynomial of the matrix which is follows:





[x5111111x5111111x5111111x4101111x4011100x3]




Using R1=R1(R2+R3+R4+R5+R6)




[xx+8x+8x+6x+6x+41x5111111x5111111x4101111x4011100x3]



Answer



Call your matrix A. Let B=A3I.
B=(211111121111112111111110111110111000).
B has two identical columns (4 and 5), so we try to remove one of them. Perform the column operation C5C5C4 followed by the inverse row operation R4R4+R5:
(211101121101112101222200111100111000).
We now get a zero eigenvalue at the (5,5)-th position. Remove the fifth row and column:
(2111112111112112222011100).
The first two rows in this matrix sans I2 are identical, so we try to remove a duplicate row. Do R1R1R2 and then the inverse row operation C2C2+C1:
(1000013111122112422012100).
We now get another eigenvalue 1 at the top-left position. Remove the first row and column:
(3111221142202100).
Do R1R1R2 and C2C2+C1 again:

(1000241146202300).
Now we get another eigenvalue 1 at the top-left position. Remove the first row and column:
(411620300).
We may now calculate its characteristic polynomial by hand. It is
(x4)(x2)x6x3(x2)=x36x2+8x6x3x+6=x36x2x+6=(x6)(x21).
The eigenvalues of this matrix are 6,1,1. Therefore the eigenvalues of B are 0,1,1,6,1,1 and the eigenvalues of A=B+3I are 3,4,4,9,4,2.


No comments:

Post a Comment

real analysis - How to find limhrightarrow0fracsin(ha)h

How to find lim without lhopital rule? I know when I use lhopital I easy get $$ \lim_{h\rightarrow 0}...