In
mathematics
Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, especially
operator theory
In mathematics, operator theory is the study of linear operators on function spaces, beginning with differential operators and integral operators. The operators may be presented abstractly by their characteristics, such as bounded linear operato ...
, subnormal operators are
bounded operator
In functional analysis and operator theory, a bounded linear operator is a linear transformation L : X \to Y between topological vector spaces (TVSs) X and Y that maps bounded subsets of X to bounded subsets of Y.
If X and Y are normed vector ...
s on a
Hilbert space
In mathematics, a Hilbert space is a real number, real or complex number, complex inner product space that is also a complete metric space with respect to the metric induced by the inner product. It generalizes the notion of Euclidean space. The ...
defined by weakening the requirements for
normal operator
In mathematics, especially functional analysis, a normal operator on a complex number, complex Hilbert space H is a continuous function (topology), continuous linear operator N\colon H\rightarrow H that commutator, commutes with its Hermitian adjo ...
s.
Some examples of subnormal operators are
isometries
In mathematics, an isometry (or congruence, or congruent transformation) is a distance-preserving transformation between metric spaces, usually assumed to be bijective. The word isometry is derived from the Ancient Greek: ἴσος ''isos'' mea ...
and
Toeplitz operator
In operator theory, a Toeplitz operator is the compression of a multiplication operator on the circle to the Hardy space.
Details
Let S^1 be the unit circle in the complex plane, with the standard Lebesgue measure, and L^2(S^1) be the Hilbert spa ...
s with analytic symbols.
Definition
Let ''H'' be a Hilbert space. A bounded operator ''A'' on ''H'' is said to be subnormal if ''A'' has a
normal extension
In abstract algebra, a normal extension is an Algebraic extension, algebraic field extension ''L''/''K'' for which every irreducible polynomial over ''K'' that has a zero of a function, root in ''L'' splits into linear factors over ''L''. This is ...
. In other words, ''A'' is subnormal if there exists a Hilbert space ''K'' such that ''H'' can be embedded in ''K'' and there exists a normal operator ''N'' of the form
:
for some bounded operators
:
Normality, quasinormality, and subnormality
Normal operators
Every normal operator is subnormal by definition, but the converse is not true in general. A simple class of examples can be obtained by weakening the properties of
unitary operator
In functional analysis, a unitary operator is a surjective bounded operator on a Hilbert space that preserves the inner product.
Non-trivial examples include rotations, reflections, and the Fourier operator.
Unitary operators generalize unitar ...
s. A unitary operator is an isometry with
dense
Density (volumetric mass density or specific mass) is the ratio of a substance's mass to its volume. The symbol most often used for density is ''ρ'' (the lower case Greek letter rho), although the Latin letter ''D'' (or ''d'') can also be use ...
range
Range may refer to:
Geography
* Range (geographic), a chain of hills or mountains; a somewhat linear, complex mountainous or hilly area (cordillera, sierra)
** Mountain range, a group of mountains bordered by lowlands
* Range, a term used to i ...
. Consider now an isometry ''A'' whose range is not necessarily dense. A concrete example of such is the
unilateral shift
In mathematics, and in particular functional analysis, the shift operator, also known as the translation operator, is an operator that takes a function
to its translation . In time series analysis, the shift operator is called the '' lag opera ...
, which is not normal. But ''A'' is subnormal and this can be shown explicitly. Define an operator ''U'' on
:
by
:
Direct calculation shows that ''U'' is unitary, therefore a normal extension of ''A''. The operator ''U'' is called the ''
unitary dilation In operator theory, a dilation of an operator ''T'' on a Hilbert space ''H'' is an operator on a larger Hilbert space ''K'', whose restriction to ''H'' composed with the orthogonal projection onto ''H'' is ''T''.
More formally, let ''T'' be a boun ...
'' of the isometry ''A''.
Quasinormal operators
An operator ''A'' is said to be
quasinormal if ''A'' commutes with ''A*A''. A normal operator is thus quasinormal; the converse is not true. A counter example is given, as above, by the unilateral shift. Therefore, the family of normal operators is a proper subset of both quasinormal and subnormal operators. A natural question is how are the quasinormal and subnormal operators related.
We will show that a quasinormal operator is necessarily subnormal but not vice versa. Thus the normal operators is a proper subfamily of quasinormal operators, which in turn are contained by the subnormal operators. To argue the claim that a quasinormal operator is subnormal, recall the following property of quasinormal operators:
Fact: A bounded operator ''A'' is quasinormal if and only if in its
polar decomposition
In mathematics, the polar decomposition of a square real or complex matrix A is a factorization of the form A = U P, where U is a unitary matrix, and P is a positive semi-definite Hermitian matrix (U is an orthogonal matrix, and P is a posit ...
''A'' = ''UP'', the partial isometry ''U'' and positive operator ''P'' commute.
Given a quasinormal ''A'', the idea is to construct dilations for ''U'' and ''P'' in a sufficiently nice way so everything commutes. Suppose for the moment that ''U'' is an isometry. Let ''V'' be the unitary dilation of ''U'',
:
Define
:
The operator ''N'' = ''VQ'' is clearly an extension of ''A''. We show it is a normal extension via direct calculation. Unitarity of ''V'' means
:
On the other hand,
:
Because ''UP = PU'' and ''P'' is self adjoint, we have ''U*P = PU*'' and ''D
U*P = D
U*P''. Comparing entries then shows ''N'' is normal. This proves quasinormality implies subnormality.
For a counter example that shows the converse is not true, consider again the unilateral shift ''A''. The operator ''B'' = ''A'' + ''s'' for some scalar ''s'' remains subnormal. But if ''B'' is quasinormal, a straightforward calculation shows that ''A*A = AA*'', which is a contradiction.
Minimal normal extension
Non-uniqueness of normal extensions
Given a subnormal operator ''A'', its normal extension ''B'' is not unique. For example, let ''A'' be the unilateral shift, on ''l''
2(N). One normal extension is the bilateral shift ''B'' on ''l''
2(Z) defined by
:
where ˆ denotes the zero-th position. ''B'' can be expressed in terms of the operator matrix
:
Another normal extension is given by the unitary dilation ''B' '' of ''A'' defined above:
:
whose action is described by
:
Minimality
Thus one is interested in the normal extension that is, in some sense, smallest. More precisely, a normal operator ''B'' acting on a Hilbert space ''K'' is said to be a minimal extension of a subnormal ''A'' if '' K' '' ⊂ ''K'' is a reducing subspace of ''B'' and ''H'' ⊂ '' K' '', then ''K' '' = ''K''. (A subspace is a
reducing subspace
Reduction, reduced, or reduce may refer to:
Science and technology Chemistry
* Reduction (chemistry), part of a reduction-oxidation (redox) reaction in which atoms have their oxidation state changed.
** Organic redox reaction, a redox reacti ...
of ''B'' if it is invariant under both ''B'' and ''B*''.)
One can show that if two operators ''B''
1 and ''B''
2 are minimal extensions on ''K''
1 and ''K''
2, respectively, then there exists a unitary operator
:
Also, the following intertwining relationship holds:
:
This can be shown constructively. Consider the set ''S'' consisting of vectors of the following form:
:
Let ''K' '' ⊂ ''K''
1 be the subspace that is the closure of the linear span of ''S''. By definition, ''K' '' is invariant under ''B''
1* and contains ''H''. The normality of ''B''
1 and the assumption that ''H'' is invariant under ''B''
1 imply ''K' '' is invariant under ''B''
1. Therefore, ''K' '' = ''K''
1. The Hilbert space ''K''
2 can be identified in exactly the same way. Now we define the operator ''U'' as follows:
:
Because
:
, the operator ''U'' is unitary. Direct computation also shows (the assumption that both ''B''
1 and ''B''
2 are extensions of ''A'' are needed here)
:
:
When ''B''
1 and ''B''
2 are not assumed to be minimal, the same calculation shows that above claim holds verbatim with ''U'' being a
partial isometry
Partial may refer to:
Mathematics
*Partial derivative, derivative with respect to one of several variables of a function, with the other variables held constant
** ∂, a symbol that can denote a partial derivative, sometimes pronounced "partial ...
.
References
{{DEFAULTSORT:Subnormal Operator
Operator theory
Linear operators