Operator is normal iff ||Tv||=||T*v||, simple proof help

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    Normal Operator Proof
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SUMMARY

The discussion focuses on the proof that the operator \( T^*T - TT^* \) is self-adjoint, utilizing properties of adjoint operators in linear algebra. The key steps involve recognizing that the adjoint of \( T^*T - TT^* \) simplifies to itself due to the identity \( T^{**} = T \). The confusion arose from misapplying the adjoint property \( (AB)^* = B^*A^* \), which was clarified in the conversation.

PREREQUISITES
  • Understanding of linear operators and adjoint operators in linear algebra.
  • Familiarity with the properties of self-adjoint operators.
  • Knowledge of the notation and operations involving \( T^* \) and \( T^{**} \).
  • Basic proficiency in mathematical proofs and manipulation of algebraic expressions.
NEXT STEPS
  • Study the properties of adjoint operators in linear algebra.
  • Learn about self-adjoint operators and their significance in functional analysis.
  • Explore the implications of the spectral theorem for self-adjoint operators.
  • Investigate examples of linear operators and their adjoints in various contexts.
USEFUL FOR

Students and professionals in mathematics, particularly those studying linear algebra, functional analysis, or operator theory, will benefit from this discussion.

boboYO
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http://img690.imageshack.us/img690/8659/linearalg.jpg I am having trouble understanding 7.6 . Specifically, getting from the 2nd line to the first line. How do we know that T*T-TT* is self adjoint?
 
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(AB)*= B*A* and (A*)*= A.

The adjoint of T*T-TT* is (T*T- TT*)*= (T*T)*- (TT*)*= (T*)(T**)- (T**)T*. And the adjoint is 'dual'- that is, T**= T so that becomes T*T- TT* again.
 
HallsofIvy said:
(AB)*= B*A* and (A*)*= A.

The adjoint of T*T-TT* is (T*T- TT*)*=(T*T)*- (TT*)*= (T*)(T**)- (T**)T*. And the adjoint is 'dual'- that is, T**= T so that becomes T*T- TT* again.

Ahh thank you very much, I got confused and thought (AB)*=A*B*.
 

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