Is the Adjoint of an Invertible Operator Also Invertible?

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SUMMARY

The discussion centers on proving that the adjoint of an invertible operator, denoted as T*, is also invertible, with the relationship (T*)^-1 = (T^-1)* established. Participants emphasize the importance of inner product properties and the correct application of linear operator properties. The proof hinges on demonstrating that = , leading to the conclusion that (T^-1)* serves as the inverse of T*. Missteps in applying the properties of adjoint operators are also addressed, highlighting the need for careful manipulation of operator order.

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  • Understanding of finite-dimensional inner product spaces
  • Familiarity with linear operators and their adjoints
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Mathematics students, linear algebra practitioners, and anyone studying functional analysis will benefit from this discussion, particularly those focused on operator theory and inner product spaces.

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Homework Statement


Let V be a finite-dimensional inner product space, and let T be a linear operator on V. Prove that if T is invertible, then T* is invertible and (T*)^-1 = (T^-1)*

Homework Equations


As shown above.
<T(x),y> = <x,T*(y)>

The Attempt at a Solution


Well, I figure you only need to show that the equation holds, that shows that T* is invertible, since its inverse exists.
Now, I try to do something with the inner products:

<(T^-1)(x),y> = <x,(T^-1)*(y)>

I’m not sure how to “flip” inverse and the star.

Thanks for your help! =)
 
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Start with <T*(T-1)*x,y> and see what you end up with.
 
<T*(T-1)*x,y> = <T*(x), T-1(y)> = <(T-1)*x,T(y)> = <x, (T-1)(T)y> = <x,y>

so T*(T-1)* = I, so (T-1)* is the inverse of T*, hence (T-1)* = (T*)-1)

thanks! =)
 
Step 1 is to deduce that <T*(T-1)*x,y> = <x,y>. Once you get that, step 2 is exactly what you did:

T*(T-1)* = I, so (T-1)* is the inverse of T*, hence (T-1)* = (T*)-1

But you appear to have done step 1 wrong. You made the right conclusion, but all your steps look invalid. For example, you first line is of the form <A*B*x,y> = <A*x,By>. Why is this wrong in general? Well if it were always true, we'd get:

<A*B*x,y> = <A*x,By>
<A*B*x,y> = <B*A*x,y>
<(A*B* - B*A*)x,y> = 0 (for all y)
A*B* - B*A* = 0
AB = BA (in general, i.e. for all A and B)

But matrix multiplication is not commutative in general, so this is wrong. Try again.
 
then how is?
 
Then do it being very careful about order.

<A*B*x,y> = <B*x,Ay>= <x, BAy>.

<B*A*x,y>= <A*x, By>= <x, ABy>.
 
Understand but, In first prove (T* is invertivel) but how sure that <T*(T-1)*x,y> = <x,y> , if i don't know that (TT-1) is I, because is just that want will prove
 

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