Hermitian operator: Difference between revisions

From Citizendium
Jump to navigation Jump to search
imported>Paul Wormer
(New page: An '''Hermitian operator''' is the physicist's version of an object that mathematicians call a self-adjoint operator. It is a linear operator on a vector space ''V'' hat is equipped wi...)
 
imported>Paul Wormer
Line 49: Line 49:


==Commuting Hermitian operators==
==Commuting Hermitian operators==
Two operators are said to commute, if their commutator is the zero operator, i.e., if
Two operators, ''Q'' and ''R'', are said to commute, if their commutator [''Q'', ''R''] is the zero operator, i.e., if
:<math>
:<math>
\big[ Q, R \big] \equiv QR-RQ = 0.
\big[ Q, R \big] \equiv QR-RQ = 0.
Line 55: Line 55:
The zero operator maps any vector of the space onto the zero vector.  
The zero operator maps any vector of the space onto the zero vector.  


Commuting operators can have common eigenvectors. A set of vectors can be found that are simultaneously eigenvectors of both Hermitian operators ''Q'' and ''R'', if and only if ''Q'' and ''R'' commute.  
Commuting operators can have common eigenvectors. If  ''Q'' and ''R'' commute, a set of vectors can be found that are simultaneously eigenvectors of both Hermitian operators ''Q'' and ''R''. Conversely, if a set of common eigenvectors exist that spans the whole space, then ''Q'' and ''R'' commute.


To prove this, we let ''R'' have ''n'' orthogonal eigenvectors <math>|\Phi_i\rangle\,</math> with eigenvalue ''r'' (the eigenvalue is ''n''-fold degenerate, ''i'' = 1, ..., ''n''). These eigenvectors span a linear space called the eigenspace of ''R'' belonging to ''r''. (Note that the special case of no degeneracy follows by taking ''n = 1''). Now,
To prove these statements, we let ''R'' have ''n'' orthogonal eigenvectors <math>|\Phi_i\rangle\,</math> with an eigenvalue ''r'' that is ''n''-fold degenerate, ''i'' = 1, ..., ''n''. These eigenvectors span a linear space called the ''eigenspace'' of ''R'' belonging to ''r''. (Note that the special case of no degeneracy follows by taking ''n = 1''). Now,
:<math>
:<math>
R\left(Q | \Phi_i \rangle\right) = QR | \Phi_i \rangle = Q r  | \Phi_i \rangle = r \left(Q | \Phi_i \rangle\right).
R\left(Q | \Phi_i \rangle\right) = Q\,R\, | \Phi_i \rangle = Q\, r\, | \Phi_i \rangle = r\, \left(Q | \Phi_i \rangle\right).
</math>
</math>
If <math>|\Phi_i \rangle</math>  is an eigenvector of ''R'' with eigenvalue ''r'', and ''R'' commutes with ''Q'', then <math>Q | \Phi_i \rangle</math> is also an eigenvector of ''R'' with eigenvalue ''r''. In other words, <math>Q | \Phi_i \rangle</math> belongs to the eigenspace associated with ''r'', which is expressed by stating that  the eigenspace is stable (invariant) under ''Q''. That is,  with any <math>|\Psi \rangle</math> in the eigenspace also <math>Q | \Psi \rangle</math> belongs to the eigenspace.
If <math>|\Phi_i \rangle</math>  is an eigenvector of ''R'' with eigenvalue ''r'', and ''R'' commutes with ''Q'', then <math>Q | \Phi_i \rangle</math> is also an eigenvector of ''R'' with eigenvalue ''r''. This follows by considering the expressions between brackets on the left- and rightmost side of this equation. In other words, <math>Q | \Phi_i \rangle</math> belongs to the eigenspace associated with ''r'', which is expressed by stating that  the eigenspace is stable (invariant) under ''Q''.   If <math>\;|\Psi \rangle\;</math> belongs to an eigenspace of ''R'', then  <math>\;Q | \Psi \rangle\;</math> belongs to the same eigenspace.  


'''(To be continued)'''
We are now faced with the problem of finding the eigenvectors of ''Q'' on a  finite-dimensional eigenspace of ''R''. This problem is solvable (for instance by turning it into the corresponding matrix problem) and we obtain eigenvectors <math>\;|\Psi_j \rangle\;</math> of ''Q'',
:<math>
|\Psi_j \rangle = \sum_{i=1}^n c_i |\Phi_i\rangle \quad \hbox{with}\quad Q |\Psi_j \rangle = q_j |\Psi_j \rangle.
</math>
Since the <math>|\Phi_i \rangle</math> in this expression are all eigenvectors of ''R'' with eigenvalue ''r'', it follows finally that
 
:<math>
R |\Psi_j \rangle = r|\Psi_j \rangle\qquad\hbox{and}\qquad Q|\Psi_j \rangle = q_j|\Psi_j \rangle.
</math>
 
Hence, from the commutation it follows that there exists a  set <math>\;|\Psi_j \rangle\;</math> of common eigenvectors. If the eigenvectors of ''R'' (with different eigenvalues) span the total vector space, then this set spans the whole space, too.
 
Conversely, assume that the set of common eigenvectors
:<math>
|\Psi_{ij} \rangle \quad\hbox{with}\quad R |\Psi_{ij} \rangle = r_i |\Psi_{ij} \rangle \quad\hbox{and}\quad Q|\Psi_{ij} \rangle = q_j |\Psi_{ij} \rangle
</math>
span the whole vector space.
Then for an arbitrary vector <math> |\Phi \rangle</math>  it holds that
:<math>
|\Phi \rangle = \sum_{ij} c_{ij} |\Psi_{ij} \rangle
</math>
so that
:<math>
R Q|\Phi \rangle = \sum_{ij} c_{ij} r_i q_j |\Psi_{ij} \rangle = QR |\Phi \rangle = \sum_{ij} c_{ij} q_j r_i |\Psi_{ij} \rangle.
</math>
Since for any element of the vector space it holds that ''RQ'' = ''QR'', the linear operators commute.
==Example==
The total [[Angular_momentum_(quantum)#Orbital_angular_momentum|orbital angular momentum operator]] squared commutes with its ''z''-component
:<math>
[L^2, L_z] = 0. \;
</math>
It can be shown that [[spherical harmonics]] are eigenvectors of both commuting operators simultaneously
:<math>
L^2\; |Y_{\ell}^m \rangle = \ell(\ell+1)\; |Y_{\ell}^m \rangle, \quad
L_z \;|Y_{\ell}^m \rangle = m \; |Y_{\ell}^m \rangle
</math>
Hence
:<math>
\langle Y_{\ell'}^{m'}\; |\; Y_{\ell}^m \rangle = \delta_{\ell'\,\ell}\; \delta_{m',m} \;N_{\ell}^m.
</math>
Here <math>N_{\ell}^m</math> is  normalization constant (for spherical harmonics usually equal unity) and the the &delta;'s are [[Kronecker delta]]s (zero if the subscripts are different, one otherwise).

Revision as of 07:28, 9 July 2009

An Hermitian operator is the physicist's version of an object that mathematicians call a self-adjoint operator. It is a linear operator on a vector space V hat is equipped with positive definite inner product. In physics an inner product is usually notated as a bra and ket, following Dirac. Thus, the inner product of Φ and Ψ is written as,

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \langle \Phi | \Psi \rangle \in \mathbb{C},\quad \Phi, \Psi \in V. }

Physicists use the convention

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \langle c\, \Phi | \Psi \rangle = c^* \langle \Phi | \Psi \rangle, \quad \langle \Phi | c \Psi \rangle = c \langle \Phi | \Psi \rangle, \quad\hbox{and} \quad \langle \Phi | \Psi \rangle = \langle \Psi | \Phi \rangle^*, }

where Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle c^*\,} is the complex conjugate of Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle c\,} .

Physicists name the pair of linear operators Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle Q,\;Q^\dagger} each other's Hermitian adjoint when they are connected through the turn-over rule,

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \langle \Phi | Q | \Psi \rangle = \langle Q^\dagger \Phi | \Psi \rangle. }

This is expressed by the statement: "the operator Q dagger is the Hermitian adjoint of Q". Note that the second upright bar surrounding an operator in a bra-ket does not serve any function, some physicists omit it.

The linear operator Q is called Hermitian if it is equal to its Hermitian adjoint, i.e., if

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle Q^\dagger = Q ,\, }

Q is Hermitian.

Except for problems associated with scattering of (nearly) free particles, it is common in physics not to consider domain and range of the adjoint pair. Range and domain are usually taken to be the whole vector space V. Doing this, physicists assume implicitly that V is of finite dimension.

Properties

Hermitian operators have real eigenvalues. Indeed, let

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle Q |\Phi\rangle = q |\Phi\rangle \quad\Longrightarrow\quad \langle \Phi | Q | \Phi \rangle = q\langle \Phi | \Phi \rangle = \langle Q \Phi | \Phi \rangle = \langle q\Phi | \Phi \rangle = q^* \langle \Phi | \Phi \rangle, }

from which follows Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle q = q^*\, } , that is, the eigenvalue q is real.

Eigenvectors of a Hermitian operator associated with different eigenvalues are orthogonal. Indeed, let

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle Q |\Phi\rangle = q |\Phi\rangle, \quad Q |\Phi'\rangle = q' |\Phi'\rangle, \quad q\ne q' . }

Then

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \langle \Phi | Q | \Phi' \rangle = q' \langle \Phi | \Phi' \rangle = \langle Q \Phi | \Phi' \rangle = q \langle \Phi | \Phi' \rangle , }

or, since q - q′ ≠ 0,

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle (q-q') \langle \Phi | \Phi' \rangle = 0 \;\Longrightarrow \; \langle \Phi | \Phi' \rangle = 0, }

which is expressed by stating that Φ and Φ′ are orthogonal (have zero inner product). In case of finite degeneracy (finite number of linearly independent eigenvectors associated with the same eigenvalue) orthogonality is not assured. However, it is always possible to orthogonalize a finite set of linearly independent set of vectors, i.e., to form linear superpositions such that the new set is orthogonal.

It can be shown that a Hermitian operator on a finite dimensional vector space has as many linearly independent eigenvectors as the dimension of the space. This means that its eigenvectors can serve as a basis of the space. Physicists often assume this to be true for operators on infinite dimensional spaces, but here one should be careful. For instance, the set of normalizable eigenstates of a hydrogen-like Hamilton operator does not span the whole vector space that they belong to.

Commuting Hermitian operators

Two operators, Q and R, are said to commute, if their commutator [Q, R] is the zero operator, i.e., if

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \big[ Q, R \big] \equiv QR-RQ = 0. }

The zero operator maps any vector of the space onto the zero vector.

Commuting operators can have common eigenvectors. If Q and R commute, a set of vectors can be found that are simultaneously eigenvectors of both Hermitian operators Q and R. Conversely, if a set of common eigenvectors exist that spans the whole space, then Q and R commute.

To prove these statements, we let R have n orthogonal eigenvectors Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle |\Phi_i\rangle\,} with an eigenvalue r that is n-fold degenerate, i = 1, ..., n. These eigenvectors span a linear space called the eigenspace of R belonging to r. (Note that the special case of no degeneracy follows by taking n = 1). Now,

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle R\left(Q | \Phi_i \rangle\right) = Q\,R\, | \Phi_i \rangle = Q\, r\, | \Phi_i \rangle = r\, \left(Q | \Phi_i \rangle\right). }

If Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle |\Phi_i \rangle} is an eigenvector of R with eigenvalue r, and R commutes with Q, then Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle Q | \Phi_i \rangle} is also an eigenvector of R with eigenvalue r. This follows by considering the expressions between brackets on the left- and rightmost side of this equation. In other words, Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle Q | \Phi_i \rangle} belongs to the eigenspace associated with r, which is expressed by stating that the eigenspace is stable (invariant) under Q. If Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \;|\Psi \rangle\;} belongs to an eigenspace of R, then Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \;Q | \Psi \rangle\;} belongs to the same eigenspace.

We are now faced with the problem of finding the eigenvectors of Q on a finite-dimensional eigenspace of R. This problem is solvable (for instance by turning it into the corresponding matrix problem) and we obtain eigenvectors Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \;|\Psi_j \rangle\;} of Q,

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle |\Psi_j \rangle = \sum_{i=1}^n c_i |\Phi_i\rangle \quad \hbox{with}\quad Q |\Psi_j \rangle = q_j |\Psi_j \rangle. }

Since the Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle |\Phi_i \rangle} in this expression are all eigenvectors of R with eigenvalue r, it follows finally that

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle R |\Psi_j \rangle = r|\Psi_j \rangle\qquad\hbox{and}\qquad Q|\Psi_j \rangle = q_j|\Psi_j \rangle. }

Hence, from the commutation it follows that there exists a set Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \;|\Psi_j \rangle\;} of common eigenvectors. If the eigenvectors of R (with different eigenvalues) span the total vector space, then this set spans the whole space, too.

Conversely, assume that the set of common eigenvectors

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle |\Psi_{ij} \rangle \quad\hbox{with}\quad R |\Psi_{ij} \rangle = r_i |\Psi_{ij} \rangle \quad\hbox{and}\quad Q|\Psi_{ij} \rangle = q_j |\Psi_{ij} \rangle }

span the whole vector space. Then for an arbitrary vector Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle |\Phi \rangle} it holds that

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle |\Phi \rangle = \sum_{ij} c_{ij} |\Psi_{ij} \rangle }

so that

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle R Q|\Phi \rangle = \sum_{ij} c_{ij} r_i q_j |\Psi_{ij} \rangle = QR |\Phi \rangle = \sum_{ij} c_{ij} q_j r_i |\Psi_{ij} \rangle. }

Since for any element of the vector space it holds that RQ = QR, the linear operators commute.

Example

The total orbital angular momentum operator squared commutes with its z-component

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle [L^2, L_z] = 0. \; }

It can be shown that spherical harmonics are eigenvectors of both commuting operators simultaneously

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle L^2\; |Y_{\ell}^m \rangle = \ell(\ell+1)\; |Y_{\ell}^m \rangle, \quad L_z \;|Y_{\ell}^m \rangle = m \; |Y_{\ell}^m \rangle }

Hence

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \langle Y_{\ell'}^{m'}\; |\; Y_{\ell}^m \rangle = \delta_{\ell'\,\ell}\; \delta_{m',m} \;N_{\ell}^m. }

Here Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle N_{\ell}^m} is normalization constant (for spherical harmonics usually equal unity) and the the δ's are Kronecker deltas (zero if the subscripts are different, one otherwise).