Show that any eigenvalue of a unitary matrix U satisfies 1
Show that any eigenvalue of a unitary matrix U satisfies || = 1.
Solution
A unitary matrix is a square n-by-n matrix, U, satisfying U* U = I where U* represents the conjugate transpose of U and I is the multiplicative identity for n-by-n matrices.
is an eigenvalues of A ( unitary matrix)
Av = v
A*v = (1/)v ( By matrix property of determinant)
Thus , = 1/
^2 =1
= +/- 1
|| = 1. This means that the absolute value of any eigenvalue of a unitary matrix is one
