Linear Operator and Self Adjoint

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SUMMARY

The discussion centers on the properties of self-adjoint linear operators in complex inner product spaces. A linear operator L: V → V is self-adjoint if and only if the inner product satisfies = for all basis vectors vi and vj. The matrix representation A = a_ij of the operator L confirms that a_ij = . The proof of these assertions relies on the definition of self-adjoint operators and the properties of inner products in vector spaces.

PREREQUISITES
  • Understanding of complex inner product spaces
  • Familiarity with linear operators and their properties
  • Knowledge of matrix representations of linear transformations
  • Basic concepts of orthonormal bases
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  • Study the properties of self-adjoint operators in Hilbert spaces
  • Learn about spectral theorem applications for self-adjoint operators
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Mathematicians, physicists, and students studying linear algebra or functional analysis, particularly those interested in the properties of linear operators and their applications in various fields.

charikaar
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I would be grateful for some help/tips/with this question.

Let (V,<,>) be a complex inner product space with an orthonormal basis {v1,v2,...vn}. Let L:V------>V be a linear operator. Explain what is meant by saying that L is self-adjoint. Let A=a_ij be the matrix representing L with respect to the basis {v1,...v_n}. prove the following.

i) L is self-adjoint if and only if <Lvi,vj>=<vi,Lvj>.
ii) a_ij=<Lvj,vi>.

L is self adjoint means L = L*, but we know L* is the one and unique operator for which <Lv, u> = <v, L*u> for all u,v. How do i prove i) and ii).

Thanks
 
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Let's begin with the statement i). You gave a definition of a self-adjoint operator. This definition implies (since L=L*) that L is self-adjoint iff <Lu,v>=<u,Lv> for all u,v in V. Thus, it's obvious that if L is self-adjoint then <Lvi,vj>=<vi,Lvj>. Now we'll prove the converse assertion. That is, we should show that <Lu,v>=<u,Lv>. Note first that any vector v is written as v=b_{i}v_{i}, where b_{i},i=1,...,n, are complex numbers. In addition we remember that <Lvi,uj>=<vi,Luj>. We have:
<Lu,v>=<L(b_{i}v_{i},c_{j}u_{j})>=b_{i}c*_{j}<Lvi,uj>=b_{i}c*_{j}<vi,Luj>=<b_{i}v_{i},c_{j}Lu_{j}>=<v,Lu>

To prove ii) you should recall the meaning of numbers a_ij. Being more precise, if v_i is a basis vector then Lv_{i}=a_{ij}v_{j}.
 

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