Unbounded Operators
[62/10%]If , , and are densely defined linear operators, show that .
Let be an orthonormal basis for and let be complex numbers. Define
and let for in . Verify that with , that , and that for all in .
Let be a -finite measure space and let be an -measurable function. Let and define for all in . Verify that , that , and that for in .
Define an unbounded weighted shift and determine its adjoint.
Let be all functions that are absolutely continuous with and such that . Define by for in .
Verify that is dense in , that , and that , with for in .
If is infinite dimensional, show that there is a linear operator such that is dense in . What does this say about ? (See Lindsay [1984].)
Let be the set of absolutely continuous functions such that . Let for in and let for in . Show that .
If is a Banach algebra with identity, show that there are no elements in such that .
Let . Prove:
if and only if and .
and for in , .
Define by for all in .
Show that .
Find and show that so that .
Show that is injective.
Find and show that is dense.
Define with and show that with .
If , show that . Show that and that if , .
If is the bounded operator obtained in Exercise 11, show that is also bounded and .
If is a self-adjoint operator, then if and only if is surjective.
If is symmetric, show that all of the eigenvalues of are real.
If is symmetric and are distinct eigenvalues, show that .
Show that the closure of a symmetric operator is symmetric.
Let . Define for in . Show that is a densely defined closed operator and find . Show that is symmetric with deficiency indices and .
Let . Define for in . Show that is a densely defined closed operator and find . Show that is symmetric with deficiency indices , .
If are any nonnegative integers or , show that there is a closed symmetric operator with and .
Let be all twice continuously differentiable functions on with compact support and let for in . Show that the closure of is a densely defined symmetric operator and determine all of its self-adjoint extensions.
If , show that is self-adjoint (see Exercise 1.11).
Say that an operator is positive if for all in . Prove that if is positive and self-adjoint, then . If is only assumed to be closed and positive, show that this conclusion may fail.
(Lasser [1972]) Let be a dense linear manifold in and let consist of all linear transformations such that , , the adjoint of exists, , and . Prove that defines an involution on .
If is a partial isometry, show that the following statements are equivalent:
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;
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;
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is dense;
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is dense.
Let be a partial isometry with initial and final spaces and , respectively. Show that the following statements are equivalent:
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is dense;
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is dense;
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;
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.
Find a partial isometry such that but is not dense.
If is a densely defined closed symmetric operator and and are the operators defined in Exercises 1.11 and 1.12, then the Cayley transform of is an extension of .
Let be an orthonormal basis for and let be complex numbers. Define
and let for in . Find the Cayley transform of when each is real.
Let be a -finite measure space and let be an -measurable function. Let and define for all in . Find the Cayley transform of when is real valued.
Let be the unilateral shift of multiplicity 1 (see Exercise IX.6.4) and find the symmetric operator such that is the Cayley transform of .
Let , where is the unilateral shift of multiplicity 1. Is the Cayley transform of a symmetric operator ? If so, find it.
Let be a measurable space, a Hilbert space, and a spectral measure for . Let be the algebra of all -measurable functions and define by . Prove that for in :
;
and ;
if is bounded, ;
.
Show that if is a symmetric operator that is normal, then is self-adjoint.
Let be a spectral measure for , let be an -measurable function, and let
where . (Theorem 4.7 shows that for in and in , .)
Show that for in , .
Using the notation of Theorem 4.10 (see X.4.1 above: for a spectral measure and an -measurable function), what is ?
Recall the construction from the proof of the Spectral Theorem (4.11): given a normal operator , one lets be the spectral decomposition of , puts and for , so that reduces and is a bounded normal operator with ; letting be the spectral decomposition of , the spectral measure of is then defined by .
If and are as in this construction, show that .
Use the Spectral Theorem to show that if , , and is the spectral decomposition of the normal operator , then
State and prove a polar decomposition for operators in .
If is self-adjoint, prove that is unitary.
If , are normal operators and is a bounded operator such that , then .
Recall that if is a normal operator on , a vector is a star-cyclic vector for if for all non-negative integers and , and .
Prove: if is a normal operator on with a star-cyclic vector , then there is a finite measure on such that every polynomial in and belongs to and there is an isomorphism such that and .
Let be a finite measure on such that every polynomial in and belongs to and the collection of such polynomials is dense in . Let and define for in . (Recall that is a normal operator and is a star-cyclic vector for .)
If are finite measures on satisfying the conditions above and are defined accordingly, show that iff .
Recall Theorem 4.19: if is a normal operator on the separable Hilbert space , then there is a -finite measure space and an -measurable function such that is unitarily equivalent to on .
The proof is only sketched in the text as follows. Write as the (unbounded) direct sum of bounded normal operators . For each there is a -finite measure space and a bounded -measurable function such that . Let be the disjoint union of and let . If , let . Let be defined by if . Then is -measurable and on .
Fill in the details of this proof.
If is such that is unitary for all , for all , and is continuous, then is SOT-continuous.
Show that for every integer there is a continuously differentiable function such that both and , if , and .
Recall the construction from the proof of Stone's Theorem. Let be a strongly continuous one-parameter unitary group on , and let be the set of all vectors in such that exists ( is shown to be dense in using the operators for continuous , together with functions as in Exercise 2). For in , define
Prove that is symmetric.
Adopt the following notation from the proof of Stone's Theorem. Let be a strongly continuous one-parameter unitary group on and let be the collection of all continuous functions on such that . For in and in , define
and let be the infinitesimal generator of . Let and show:
;
and ;
.
Let be a strongly continuous one-parameter unitary group with infinitesimal generator . Suppose is a nonzero vector in such that . What is ? Conversely, suppose there is a nonzero such that has an eigenvector. What can be said about ? ?
(This exercise is designed to give another proof of Proposition 5.15 as well as give additional information.)
Let be a strongly continuous one-parameter unitary group with infinitesimal generator . Show that if as , then as , in norm. From here show that as , has a norm limit, and hence is a bounded operator since it is the norm limit of bounded operators.
Let . (Recall that for in , letting makes self-adjoint.)
Show that for every in there is a sequence in such that and in .
Show that the Schwartz space with the seminorms is a Fréchet space.
If is infinitely differentiable on , show that if and only if for every integer and every polynomial , as .
If , , and , show that and .
Recall Proposition 6.13: if is such that and if for , , then for every in , uniformly on .
Let and be as above. If , , show that as . If , show that (weak*).
If and , show that a.e.
If is the Plancherel Transform and , show that .
Show that but . What does this say about ?
Find the Fourier transform of the Hermite polynomials. What do you think?
Let be a sequence of real numbers and show that the following statements are equivalent.
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There is a positive regular Borel measure on such that for all .
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If , then and .
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There is a self-adjoint operator with and a vector in for all such that for .
Let be a function and show that the following statements are equivalent.
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There is a finite positive measure on such that for all in .
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is continuous and if and , then .
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There is a strongly continuous one-parameter unitary group and a vector such that for all .
Let and show that the following statements are equivalent.
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There is a positive measure on such that for all in .
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If , then .
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There is a unitary operator and a vector such that for all .
Recall the proof that (7.1b) implies (7.1c) in the Stieltjes moment problem (Theorem 7.1): given a sequence of real numbers satisfying and for all , one lets be the vector space of all finitely nonzero sequences of complex numbers, with the semi-inner product for , in ; lets for in , so that ; lets , shows , and lets be the densely defined symmetric operator induced by on the Hilbert space obtained by completing with respect to the inner product induced by ; uses the conjugation on (which satisfies , so induces a conjugation on satisfying the hypotheses of Proposition 7.2) to produce a self-adjoint extension of ; and takes and , so that for all and for all .
Show that the operator constructed in this way is cyclic.