Hermitian adjoint

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In mathematics, specifically in functional analysis, each linear operator on a Hilbert space has a corresponding adjoint operator. Adjoints of operators generalize conjugate transposes of square matrices to (possibly) infinite-dimensional situations. If one thinks of operators on a Hilbert space as "generalized complex numbers", then the adjoint of an operator plays the role of the complex conjugate of a complex number.

The adjoint of an operator A is also sometimes called the Hermitian adjoint (after Charles Hermite) of A and is denoted by A* or A (the latter especially when used in conjunction with the bra-ket notation).

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Suppose H is a Hilbert space, with inner product \langle\cdot,\cdot\rangle. Consider a continuous linear operator A : HH (this is the same as a bounded operator).

Using the Riesz representation theorem, one can show that there exists a unique continuous linear operator A* : HH with the following property:

 \lang Ax , y \rang = \lang x , A^* y \rang \quad \mbox{for all } x,y\in H

This operator A* is the adjoint of A.

Immediate properties:

  1. A** = A
  2. If A is invertible, so is A*. Then, (A*)−1 = (A−1)*
  3. (A + B )* = A* + B*
  4. A)* = λ* A*, where λ* denotes the complex conjugate of the complex number λ
  5. (AB)* = B* A*

If we define the operator norm of A by

 \| A \| _{op} := \sup \{ \|Ax \| : \| x \| \le 1 \}

then

 \| A^* \| _{op} = \| A \| _{op} .

Moreover,

 \| A^* A \| _{op} = \| A \| _{op}^2

The set of bounded linear operators on a Hilbert space H together with the adjoint operation and the operator norm form the prototype of a C* algebra.

The relationship between the image of A and the kernel of its adjoint is given by:

 \ker A^* = \left( \operatorname{im}\ A \right)^\bot
 \left( \ker A^* \right)^\bot = \overline{\operatorname{im}\ A}

Proof of the first equation:

\begin{align}
A^* x = 0 &\iff
\langle A^*x,y \rangle = 0 \quad \forall y \in H \\ &\iff
\langle x,Ay \rangle = 0 \quad \forall y \in H \\ &\iff
x\ \bot \ \operatorname{im}\ A
\end{align}

The second equation follows from the first by taking the orthogonal space on both sides. Note that in general, the image need not be closed, but the kernel of a continuous operator always is.

A bounded operator A : HH is called Hermitian or self-adjoint if

A = A*

which is equivalent to

 \lang Ax , y \rang = \lang x , A y \rang \mbox{ for all } x,y\in H.

In some sense, these operators play the role of the real numbers (being equal to their own "complex conjugate"). They serve as the model of real-valued observables in quantum mechanics. See the article on self-adjoint operators for a full treatment.

Many operators of importance are not continuous and are only defined on a subspace of a Hilbert space. In this situation, one may still define an adjoint, as is explained in the article on self-adjoint operators.

The equation

 \lang Ax , y \rang = \lang x , A^* y \rang

is formally similar to the defining properties of pairs of adjoint functors in category theory, and this is where adjoint functors got their name.

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