The eigenvalues of A -1 are the reciprocals of theeigenvalues of a nonsingular m
ID: 2939119 • Letter: T
Question
The eigenvalues of A-1 are the reciprocals of theeigenvalues of a nonsingular matrix A. Furthermore, theeigenvectors for A and A-1 are the same.A = 1 2 -1
1 0 1
4 -4 5
I've done this problem five times, and I haven't gotten reciprocaleigenvalues. Given that I must be doing something wrong, couldsomeone please walk me through this problem?
Thanks
Explanation / Answer
To find eigen values of a matrix A det(A-xI)=0 Characteristic polynomial: x^3 - 6x^2 + 11x - 6 Real eigenvalues: {1, 2, 3} Eigenvector of eigenvalue X1 = 1: E1 = (-1, 1, 2) Eigenvector of eigenvalue X2= 2: E2= (-2, 1, 4) Eigenvector of eigenvalue X3= 3: E3 = (-1, 1, 4) Now as given in the question : eigen vectors are same for A andA-1 => [A-1-K1I]*E1=0 , where K1 is anyeigen value of A-1 Now multiplying the above equation with A we get A*[A-1-K1I]*E1 = 0 [I-K1A]*E1=0 This above equation onrearranging gives (-K1)[A-(1/K1)I]E1=0 => [A-(1/K1)I]E1 =0 => X1=1/K1 Therefore it is prooved that eigen values of matrix A-1are reciprocal with eigen values of matrix A
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