Banach Spaces
[102/0%]Complete the proof of Proposition 1.3: if is a normed space, then
the function defined by is continuous;
the function defined by is continuous.
(Part (a) has been proved in the text; only part (b) remains.)
Complete the proof of Proposition 1.5: if and are two norms on , then these norms are equivalent if and only if there are positive constants and such that
for all in . (The implication ``constants exist equivalent'' has been proved in the text; only the converse implication remains.)
For and in , define ; define . Show that all of these norms are equivalent. For , what are the best constants and such that for all in ?
If and is defined on as in Exercise 3, graph . Note that if , , and , then for , . The same cannot be said for .
Let the set of all sequences , in , such that exists. Show that is a closed subspace of and hence is a Banach space.
Let . Show that and the space of of Exercise 5 are isometrically isomorphic.
Show that if and is an infinite set, then has a dense set of the same cardinality as .
Show that if , and are isometrically isomorphic if and only if and have the same cardinality.
If and are isometrically isomorphic, do and have the same cardinality?
Show that is not separable.
Complete the proof of Proposition 1.7: if is a locally compact space and all continuous functions such that for all , is compact, then is a closed subspace of and hence is a Banach space. (It has been shown in the text that is closed in ; only the fact that is a linear manifold in remains.)
Verify the statements in Example 1.10: let and let the collection of functions such that has continuous derivatives. Define . Then is a Banach space.
Verify the statements in Example 1.11: let and and let the functions such that has continuous derivatives, is absolutely continuous, and . For in , define
Then is a Banach space.
Let be locally compact and let be the one-point compactification of . Show that and , with the norm it inherits as a subspace of , are isometrically isomorphic Banach spaces.
Let be locally compact and define to be the continuous functions such that is compact ( is the support of ). Show that is dense in .
If is defined as in Example 1.11 and , let . Show that is equivalent to the norm defined on .
Let be a normed space and let be its completion as a metric space. Show that is a Banach space.
Show that the norm on does not come from an inner product by showing that it does not satisfy the parallelogram law.
Show that for , is a Banach space if and only if is a Banach space.
Let be a normed space, let be a Banach space, and let be the completion of . Show that if is defined by , then is an isometric isomorphism.
If is a -finite measure space, is an -measurable function, , and whenever , then show that .
Verify the statements in Example 2.2: if is a -finite measure space and , define , , by for all in . Then and .
Verify the statements in Example 2.3: if , , , and are as in Example II.1.6 and , then , defined by
for all in and in , is a bounded operator on and , where .
Verify the statements in Example 2.4: if and are compact spaces and is a continuous map, define by . Then and .
Let and be as in Example 2.4: and are compact spaces, is a continuous map, and is defined by .
Give necessary and sufficient conditions on that be injective.
Give such a condition that be surjective.
Give such a condition that be an isometry.
If , show that if and only if is a retraction.
Show that if is a locally compact normed space, then is finite dimensional. (This same result, due to F. Riesz, is valid in the more general topological vector spaces -- see IV.1.1 for the definition. For a nice proof of this look at Pitcairn [1966].)
Let be a finite dimensional vector space over with Hamel basis , and for define , as in the proof of Theorem 3.1. Show that is a norm.
Show that if , then (4.1) defines a norm on , where (4.1) is .
Prove that is a Banach space if and only if whenever is a sequence in such that , then converges in .
Show that if is a metric space and is a Cauchy sequence such that there is a subsequence that converges to , then .
Find a Banach space and a closed subspace such that the natural map is not a closed map. Can the natural map ever be a closed map?
Prove the converse of (4.2b) -- Theorem 4.2 states that if and is defined as in (4.1), then is a norm on , and part (b) states that if is a Banach space, then so is : if is a normed space, , and both and are complete, then is complete. (This is an example of what is called a ``two-out-of-three'' result. If any two of , and are complete, so is the third.)
Let , . Show that is isometrically isomorphic to .
Let be a normal locally compact space and a closed subset of . If , then is isometrically isomorphic to .
Prove Proposition 4.4: let be a collection of normed spaces and let , , where
and . Then:
is a normed space and the projection is a continuous linear map with for each in .
is a Banach space if and only if each is a Banach space.
Each projection is an open map of onto .
Formulate and prove a version of Proposition 4.4 for , where, if is a sequence of normed spaces,
given the norm it has as a subspace of . (Proposition 4.4 states: let be a collection of normed spaces and let , . Then (a) is a normed space and the projection is a continuous linear map with for each in ; (b) is a Banach space if and only if each is a Banach space; (c) each projection is an open map of onto .)
If is a finite collection of normed spaces and , show that the norms on are all equivalent.
Here is an abstraction of Proposition 4.4. Suppose is a collection of normed spaces and is a normed space contained in . Define . If , define . Then is a normed space. Give necessary and sufficient conditions on that each of the parts of (4.4) be valid for .
Let be a normed space and .
If is separable, so is .
If and are separable, then is separable.
Give an example such that is separable but is not.
Let be a collection of non-zero normed spaces. For , put . Show that is separable if and only if is countable and each is separable. Show that is separable if and only if is finite and each is separable.
Show that is separable if and only if each is separable.
Let , and , . Show that is isometrically isomorphic to .
Let be a Hilbert space and suppose . Show that if is the natural map, then is an isometric isomorphism.
Complete the proof of Proposition 5.4: if is a normed space, is a Banach space. (It has been shown in the text that is complete; only the fact that is a normed space remains.)
Show that is a normed space.
Give an example of a measure space that is not -finite for which the conclusion of Theorem 5.6 is false, where Theorem 5.6 states: if is a -finite measure space and , define by . Then and the map defines an isometric isomorphism of onto .
Let be a collection of normed spaces. If , show that the dual space of is isometrically isomorphic to , where .
If are normed spaces, show that is isometrically isomorphic to .
Let and let be defined as in Example 1.10 (the collection of functions having continuous derivatives, with norm ). Show that is an equivalent norm on . Show that if and only if there are scalars and a measure on such that . If is given this new norm, find a formula for in terms of , and ?
Give the norm and define by . Show directly (without using Theorem 5.6) that is not bounded. Now prove this as a consequence of (5.6), where Theorem 5.6 states: if is a -finite measure space and , define by . Then and the map defines an isometric isomorphism of onto .
Complete the proof of Lemma 6.3.
Give the details of the proof of Corollary 6.5.
Show that is isometrically isomorphic to . Are and isometrically isomorphic?
If is a Borel measure on and for all , show that .
If , show that there is a measure on such that for every polynomial of degree at most ,
If , does there exist a measure on such that for every polynomial of degree at most ?
Does there exist a measure on such that for every polynomial ?
Let be a compact subset of and define to be . (Functions here are complex valued.) Show that if , then there is a probability measure supported on such that for every in . (A probability measure is a nonnegative measure such that .)
If () and , find the measure whose existence was proved in Exercise 8.
Let and consider as a manifold in . Show that if is a real-valued measure on such that for every in , then . Give an example of a complex-valued measure such that but for every in .
If is a Banach limit, show that there are and in such that .
Let be a set and a -algebra of subsets of . Suppose is a complex-valued countably additive measure defined on such that . Show that for every in . (Though it is difficult to see at this moment, this fact is related to the proof of (c) in Theorem 7.1 for the complex case.)
Show that if , , then there is a sequence , in such that , , and each takes on only a finite number of values.
Let be a compactly supported measure on that is boundedly absolutely continuous with respect to area measure. Show that is continuous on .
Let Lebesgue measure on . Show that is not continuous at any point of .
Prove Proposition 9.3:
If is an ordered vector space and , then is a wedge.
If is a wedge in the real vector space and is defined on by declaring if and only if , then is an ordered vector space.
Prove Proposition 9.4: if is an ordered vector space and is the wedge of positive elements, is antisymmetric if and only if .
Show that is an order unit for if and only if for every in there is a such that for .
Show that , the space of all continuous real-valued functions on , has no order unit.
Prove (9.11): with an ordered vector space, a linear manifold in that is cofinal, a positive linear functional, and, for in ,
the function is a sublinear functional on .
Characterize the order units of . Does always have an order unit?
Characterize the order units of if is locally compact. Does always have an order unit?
Let , the matrices over . Define in to be positive if and for all in . Characterize the order units of .
If and , define to mean that a.e. Show that is an ordered vector space that has no order unit.
Show that and are equal.
Show that for a locally compact space , is reflexive if and only if is finite.
Let and let and be the natural maps. If is the inclusion map, show that there is an isometry such that the diagram
commutes. Prove that .
Use Exercise 3 to show that if is reflexive, then any closed subspace of is also reflexive. See Yang [1967].
Suppose and are Banach spaces. If and is a second category space, show that is closed.
Give both and the supremum norm. If is defined by , show that is not bounded.
Prove Proposition 12.7: if and are normed spaces and is a linear transformation, then is closed if and only if whenever and , it must be that .
Let be a vector space and suppose and are two norms on and that and are the corresponding topologies. Show that if is complete in both norms and , then .
Let and be Banach spaces and let . Show that there is a constant such that for all in if and only if and is closed.
Let be compact and suppose that is a Banach subspace of . If is a closed subset of such that for every in there is an in with , show that there is a constant such that for each in there is an in with and .
Let and suppose is a matrix such that defines an element of for every in . Show that .
Let be a -finite measure space, , and suppose that is an measurable function such that for in and a.e., and defines an element of . Show that is a bounded operator.
If is a vector space and is a linear manifold in , show that there is a linear manifold in such that and .
Let be a Banach space and let be a linear map such that and both and are closed. Show that is continuous.
Prove Theorem 13.2:
If and are complementary subspaces of a Banach space and is defined by for in and in , then is a continuous linear operator such that , , and .
If and , then and are complementary subspaces of .
Let be a Banach space and show that if is a complemented subspace of , then every complementary subspace is isomorphic to .
Let be a compact set and let be a closed subset of . A simultaneous extension for is a bounded linear map such that for each in , . Let . Show that if there is a simultaneous extension for , then is complemented in .
Show that if is a closed subset of , then there is a simultaneous extension for (see Exercise 5). (Hint: Write as the union of disjoint intervals.)
Using the notation of Exercise 5, show that if is a retract of , then is complemented in .
Here is another proof of the PUB using the Baire Category Theorem. With the notation of (14.1) -- that is, is a Banach space, is a normed space, and is such that for each in , -- let . By hypothesis, . Now apply the Baire Category Theorem.
If and , then for every in , , if and only if and for every .
If , then for every in if and only if and for every .
If is a measure space, , and , then for every in , , if and only if and for every set in with , as .
If is a -finite measure space and is a sequence in , then for every in if and only if and for every in .
Let be a Hilbert space and let be an orthonormal basis for . Show that a sequence in satisfies for every in if and only if and for every in .
If is locally compact and is a sequence in , then for every in if and only if and for every Borel set .
In (14.6) -- the Banach--Steinhaus Theorem, which states: if and are Banach spaces and is a sequence in with the property that for every in there is a in such that , then there is an in such that for every in and -- show that .
If is a metric space and is a normed space, say that a function is a Lipschitz function if there is a constant such that for all in . Show that if is a function such that for all in , is Lipschitz, then is a Lipschitz function.
Let be a Banach space and suppose is a sequence in such that for each in there are unique scalars such that . Such a sequence is called a Schauder basis.
Prove that is separable.
Let and for in define . Show that is a Banach space.
Show that there is a bounded bijection .
If and is defined by , show that .
Show that the closed linear span of .