Compact Sets and Operators
[98/89%]Determine whether the following sets are precompact (compact) in the respective spaces:
in
in , in
in , in
in , in
is a bounded set in , which consists of polynomials of degree at most , where is fixed;
in .
Let and be finite sets of functions from . Prove that the operator defined by the formula
is compact in .
Let be a bounded sequence of complex numbers. Consider the operator . Prove that is compact if and only if .
Let and . Prove that .
Let be a set in a Banach space such that for every there exists a precompact -net for the set . Prove that the set is precompact.
Prove that every subset of a precompact set is precompact.
Prove that if at least one (open or closed) ball in an NLS is precompact, then all open and closed balls in this space are precompact.
Let be a precompact set in a metric space . A sequence 1) is such that . Prove that the set is precompact.
Let be a precompact set in an NLS . Prove that , in , if at least one of the following conditions is fulfilled:
is the only limit point of the set ;
.
Let be a sequence of compact sets in a metric space. Prove that if , then .
Let be a compact set in a metric space . Prove that for any the set can be represented as , where are closed sets for which
Let be an NLS, . Is it correct that the set :
is compact, if and are compact;
is precompact, if and are precompact;
is closed, if is compact and is closed;
is closed, if and are closed?
Let be a metric space, . A function is called lower semicontinuous (upper semicontinuous) on the set , if
(or , respectively). Prove that
if is a compact set, then every lower (upper) semicontinuous function on attains its minimum (maximum) value on ;
the converse statement to item (1) is also correct;
if every continuous function on is bounded, then is a compact set.
Let be a set in a Banach space such that every real continuous function on is uniformly continuous. Does it follow that is a compact set?
Let be a sequence of finite-dimensional subspaces of a Banach space such that , and the set is dense in . Prove that a bounded set is precompact in if and only if .
Prove that a bounded set is precompact
in the space , if and only if
in the space if and only if
in the space if and only if
Formulate and prove the criterion of precompactness in the separable Hilbert space with an orthonormal basis .
Prove that the following sets are precompact in (here are fixed nonnegative constants):
, where is a bounded set in ;
;
, where is fixed;
, where ;
;
, where ;
;
an equicontinuous set of continuous functions, whose absolute values are bounded by a fixed constant at some point ;
a bounded set of polynomials of degree .
Which of these sets are compact in ?
Which of the following sets are precompact (compact) in :
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Under what conditions on a set are the following sets precompact (compact) in :
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?
Are the following sets precompact in :
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?
Prove the compactness of the following sets in :
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.
Let . Formulate conditions on under which the following sets are compact in :
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Prove that every set which is precompact in is also precompact in . Is it true that every subset of which is precompact in is also precompact in ?
Prove that the ball of the space is precompact, but not a closed set in .
Formulate and prove the criterion of precompactness in the spaces .
Let be a compact metric space. Prove that a set is precompact in the space if and only if it is uniformly bounded and equicontinuous (i.e.,
Let be normed linear spaces and is a subset of . Find the necessary and sufficient conditions for every precompact set in to be precompact in .
Is it true that every precompact set in an NLS is precompact in an NLS , if
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;
;
?
Let be some set, be the linear space of all bounded functions from to , and . Prove the following statements.
with the norm is a Banach space.
A set is precompact in the space if and only if it is bounded and for every there exists a finite partition such that each function from on each subset varies at most by , i.e.,
Let be some set, be a compact subset of an NLS be a norm in be the linear space of all mappings from to , and . Prove that with the norm is a Banach space. Formulate and prove the criterion of precompactness in this space.
Let be normed linear spaces. Prove that a linear operator is compact if and only if for every bounded sequence the sequence contains a convergent subsequence.
Prove that in an infinite-dimensional NLS
the identity operator is not compact;
every compact operator is not continuously invertible.
Let be the normed linear spaces. Prove that
;
is a linear set in ;
if and , then ;
if , then , moreover .
Let be normed linear spaces, be a linear operator. Is it correct that , if
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?
Which of the following operators in are compact:
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;
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?
Find the necessary and sufficient condition on a bounded sequence under which the operator , is compact in the space , if
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Find the necessary and sufficient condition for the compactness of the operator , which is defined by a Jacobi matrix
Is it necessary that , if
is an NLS, is a Banach space, and ;
are normed linear spaces, and ?
Let and
Prove that .
Which of the following operators are compact:
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Prove that operator , which is defined by the formula
is compact, if
.
Which of the operators are compact:
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, where ;
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?
Under what conditions on a function is the operator compact
in the space , if ?
in the space , if ?
Prove that the operator of embedding an NLS into an NLS , i.e., the operator , defined as , is compact if
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Is the operator of embedding an NLS into an NLS compact if
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Under what conditions on the sequence is the operator of embedding the space (see problem ) into compact?
Is the operator , compact if
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?
Prove that the operator of orthogonal projection in a Hilbert space is compact if and only if this operator is finite-dimensional.
Provide an example of an operator such that
, but ;
, but , where is fixed.
Let be a Hilbert space, . Is it true that
if , then ;
if , then ;
if , then ?
Let be a Hilbert space, be a linear operator. Is it necessary that , if
for all ;
for all ?
Prove that the range of every compact operator is a separable set.
Let . Can a compact operator in an infinite-dimensional NLS satisfy the equation ? (Here .)
Can a compact operator in an infinite-dimensional Banach space have an algebraic inverse, which is defined
on ;
on ?
Let be an NLS, and there exists such that for all . Under what conditions on can the operator be compact?
Let be normed linear spaces, and . Prove that there exists a sequence such that and .
A set is called nowhere dense in a metric space if its closure has no interior points. Prove that in an infinite-dimensional NLS every precompact set is nowhere dense.
A subset in a metric space is called a set of the first category, if it is a countable union of nowhere dense sets. Show that if are normed linear spaces, and , then is a set of the first category in .
Show that is a set of the first category in a Banach space , if
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.
Let be an NLS, be a Banach space, and be such that the set is closed in . Show that .
Show that in a Hilbert space the subspace that lies in the range of a compact operator is finite-dimensional.
Let be a subspace of such that . Show that is finite-dimensional.
Let be a Hilbert space and . Prove that the operator is compact if and only if there exists a sequence of finite-dimensional linear operators which converges uniformly to .
Let be a Hilbert space, . Prove that operators , and are simultaneously compact or not compact.
Let be a Hilbert space, . Prove that
if and is normal, then ;
if for some and is normal, then ;
if and , then (see the definition of the operator in problem 9.52*).
For a nonnegative operator , the square root is the unique nonnegative operator such that (existence and uniqueness are proved in problem 9.52*).
Let be a Banach space, and the operator be such that
Prove that .
Let be an orthonormal basis in a Hilbert space and
Prove that is a compact operator.
Let be a reflexive Banach space (for example, a Hilbert space), be an NLS, and . Prove that the set is compact in .
Let be a Hilbert space, . Prove that there exists such that .
Provide an example of a Banach space and an operator for which the statement of item (1) is false.
Let be a reflexive Banach space, be an NLS. Prove that is compact if and only if it transforms every weakly convergent sequence into a strongly convergent one.
Provide an example of Banach spaces and an operator , which transforms every weakly convergent sequence into a strongly convergent one, but is not compact.
Let and . Prove that .
Let be a Hilbert space, and . Prove that the operator is compact if and only if for every sequence which converges weakly to zero the relation , holds.
Let be a Hilbert space, . Prove that in each of the following cases:
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.
(Schauder) Let , where is an NLS and is a Banach space. Prove that if and only if .
Let be a reflexive Banach space. Prove that
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。
Let be Banach spaces, , and be a precompact set in the space . Prove that converges to uniformly on .
Let be a Banach space, , and be a precompact set in the space . Prove that converges to uniformly on .
Let be a separable Banach space, be a countable sequence, which is dense in be the ball in . Put
Prove that is a compact metric space, and the convergence in is equivalent to weak-* convergence.
(Gelfand). Prove that for a set in a Banach space to be compact it is necessary, and in the case of a separable space it is also sufficient, that for each sequence which converges weakly-* to zero, the convergence , is uniform for .
Let , where is an NLS and is a separable Banach space. Prove that if and only if transforms every weak-* convergent sequence in into a strongly convergent sequence in .
Let be a Banach space, , and . Prove that a set is precompact if and only if the following conditions are fulfilled:
(a) is a bounded set;
(b) , uniformly in .
Verify that condition (b) can be replaced by condition (b') , and condition can be replaced by condition
Let . The function
where , is called the Steklov mean function. Prove that
and ;
for ;
for ;
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;
, and .
Prove that a set is precompact in the space , if and only if the following conditions are fulfilled:
(a) is a bounded set;
(b) .
Condition (a) follows from condition (b), see problem 12.29.
Prove that a set is precompact in the space , if and only if the following conditions are fulfilled:
(a) is a bounded set;
(b) the set is equicontinuous in -mean i.e.,
(here , if ).
Condition (a) follows from condition (b), see problem 12.29.
Let , be Bernstein operators:
Is it true that ?
Let and be Banach spaces, , and . Prove that .
Let be normed linear spaces, be a linear set which is dense in , and . Prove that if the restriction of the operator on belongs to , then .
Let , be the completion of the space in the norm . Prove that
for every function there exists such that
for the inequality , holds, where is a constant, and and are norms in and , respectively;
for we have and the embedding operator : , is continuous;
for the embedding operator , is compact.
Let . Prove that
there exists a unique continuous linear operator such that , for all ;
the operator is not compact.
Let be a space with a finite measure, be a measurable function such that . Prove that the operator , defined by the formula , is compact.
Let be a space with a measure, be a measurable function, .
Prove that the operator , has the following properties:
if , then and ;
if , then and
under the conditions of item (2) the operator is not necessarily compact in the space , even if ;
if and
where , then .
Let be a -periodic Lebesgue measurable function and . Prove that for the operator
is compact.
Prove the compactness of the operator , defined by the formula , if
is a Lebesgue measurable function such that for all , and
, where
, where .
Let . Prove that the operator
is linear and continuous in . Under what conditions on the function is the operator compact?
Let and . Prove that . Under what conditions on the function is the operator compact?
Let and . Prove that
;
if , then .
Let . Prove that
;
.
Prove that the operator , defined by the formula , is compact.
Provide an example of a bounded Borel function such that the operator , defined by the formula
is not compact.
Let be the linear space of continuous functions which are bounded on endowed with the norm , and let a function be such that . Consider the integral operator
Prove that
;
it is not necessarily that .
Let or . The operator is defined by the formula (in the case of additionally . Prove that
;
.