Updated: 28/08/2003; 8:47:35 AM.
The Nerdslab
        

Monday, 4 August 2003

Two Theorems Today: [Note: Self Adjoint and Hermitian mean the same thing. <f,g> is the inner product of the vectors f and g.]

Theorem 1: If L is a self adjoint (anti s.a.) operator then the eigenvalues of L are real (imaginary).

Theorem 2: If L is a self adjoint operator then eigenvectors belonging to different eigenvalues are orthogonal.

Proof of 1:   Self adjoint means <f,Lg> = <Lf,g> ;   To be an eigenvector f associated with an eigenvalue m means Lf = mf.   

Start here:    <f,Lf> = <f,mf> = m<f,f> ........................(1)  

Also             <f, Lf> = <Lf,f>   [L is self adjoint or Hermitian]

                                 =<mf,f>

                                 =m*<f,f>.....................................(2)

From (1) and (2) we conclude that m* = m.    So m is real.  The Anti-Hermitian case is left as an exercise.

Proof of 2:   Say Lf=mf and Lg=ng where f and g are eigenvectors for the two different eigenvalues m and nL is Hermitian so m and n are real.  (i.e. m* = m and n* = n.).

<f,Lg> = <f,ng> = n<f,g>............................................(1)

<f,Lg> = <Lf,g> = <mf,g> = m*<f,g> = m<f,g>........(2)

from (1) and (2) we get n<f,g> = m<f,g>    and so (n - m)<f,g> = 0 and since m and n are different <f,g> = 0. QED.

 

 


11:33:13 AM    

© Copyright 2003 Edward A Mann.
 
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