§ 2. Linear varieties in a topological vector space
1. The closure of a linear variety
Recall (A, II, § 9.3) that in a vector space over a division ring , a non-empty affine linear variety (called « linear variety » when this can cause no confusion) is the image under a translation of a vector subspace of .
Proposition 1
— *In a topological vector space , the closure of a linear variety is a linear variety.
Since every translation is a homeomorphism of , it is sufficient to demonstrate the proposition for a vector subspace of , and in this case, the proposition has been proved in I, p. 4.
Corollary
— *In a topological vector space , every hyperplane is either closed or everywhere dense.
In fact, the closure of a homogeneous hyperplane can only be or the whole space , since it is a vector subspace containing (prop. 1).
A hyperplane is closed in if, and only if, contains an interior point.
The vector subspace generated by a set , in a topological vector space , is the set of linear combinations of points of (A, II, § 1.7, prop. 9); the closure of in is, by prop. 1, the smallest closed vector subspace containing ; we say that this is the closed vector subspace generated by .
Definition 1
— A set , in a topological vector space , is total if, and only if, the closed vector subspace generated by coincides with (i.e. the set of linear combinations of elements of is everywhere dense).
Example
— 1) In the normed space (on the field ) of functions, continuous on , with values in , the restrictions to of the functions form a total set, by the Weierstrass-Stone theorem (GT, X, § 4.2, th. 3). Similarly, the restrictions to of the functions form a total set (GT, X, § 4.4, prop. 8), in the subspace of formed of functions such that .
2) Every absorbent set in a topological vector space over a non-discrete valued division ring (and in particular every neighbourhood of 0 in ) is a total set since it generates (I, p. 7). Thus a linear variety that is not dense in is necessarily a nowhere dense set in (GT, IX, § 5.1) since its closure cannot contain an interior point.
Definition 2
— *A family of points of a topological vector space is called topologically independent if for any , the closed vector subspace generated by the , with , does not contain .
Example 3
In the normed space of continuous functions defined over , the restrictions to I of the functions () form a topologically independent family. If is the linear combination (where all but finitely many of the are zero) then
The set of elements of a topologically independent family is called a topologically independent set of E. Every subset of a topologically independent subset is topologically independent; every subset consisting of a single point is topologically independent if E is a Hausdorff space.
A topologically independent family is independent (in the algebraic sense; cf. A, II, § 7.1, Remark), but the converse is incorrect.
Example 4
In the normed space of functions that are continuous over , the restriction to I of the functions () form an algebraically independent family. But there exists a sequence of polynomials such that converges uniformly to in I (GT, X, § 4.2, lemma 2) which shows that belongs to the closed vector subspace of generated by the functions ().
Remark 1
The family of topologically independent sets of a topological vector space is not necessarily inductive for the relation of inclusion (I, p. 25, exerc. 2); this situation is thus different to that for algebraically independent sets. Moreover there does not necessarily exist in E a maximal topologically independent subset (I, p. 25, exerc. 4), thus there does not necessarily exist a subset that is both total and topologically independent.
Remark 2
Let M be a closed vector subspace of E and a topologically independent family in the quotient space E/M. If is any element of the class , then from def. 2, and the fact that the canonical mapping of E on E/M is continuous, it follows that the family is topologically independent. But note that if N is the closed vector subspace generated by the it can happen that (I, p. 25, exerc. 2), and hence the sum is not necessarily direct in the algebraic sense (nor a fortiori in the topological sense).
2. Lines and closed hyperplanes
Proposition 2
Every Hausdorff topological vector space* E of dimension 1 over a non-discrete valued division ring K is isomorphic to ; in fact, for every in E, the mapping of on E is an isomorphism (in other words every linear mapping of* on E is an isomorphism).
As the mapping of on E is bijective and continuous (I, p. 1, def. 1), it is sufficient to show that it is bicontinuous. Let be a real number , we show that there exists a neighbourhood V of 0 in E such that if then . As K is not discrete, there exists an element such that ; but, as E is Hausdorff, there is a neighbourhood V of 0 such that does not belong to V. We can suppose that V is balanced (I, p. 7, prop. 4). But then if and we have , and ; since this last statement is false we see that implies . This completes the proof.
Corollary 1
In a Hausdorff topological vector space E, over a non-discrete valued division ring K, every vector subspace D of dimension 1 is isomorphic to .
Corollary 2
Let E be a topological vector space over a non-discrete valued division ring. Every vector subspace D (of dimension 1) which is the algebraic complement of a closed homogeneous hyperplane H is also the topological complement of H.
In D, the set is closed, being the intersection of D and the closed set H; D is therefore Hausdorff. But as E/H is also Hausdorff, the canonical mapping of D on E/H, which is linear, is also an isomorphism by prop. 2, from which the conclusion follows (GT, III, § 6.2).
Theorem 1
Let E be a topological vector space over a non-discrete valued division ring. Let H be a hyperplane in E defined by the equation where f is a linear form not identically zero. Then H is closed in E if and only if f is continuous.
The condition is evidently sufficient (GT, I, § 2.1, th. 1); we show that it is necessary. We can suppose that H is a closed homogeneous hyperplane with the equation . The quotient space E/H is then a Hausdorff topological vector space of dimension 1 on K. We can write , where is the canonical mapping of E on E/H and g is a linear mapping of E/H on ; from prop. 2, g is continuous, thus the same is true of f.
Corollary
Every continuous linear form on E that is not identically zero is a strict morphism of E on .
Remark
— There are examples of normed topological vector spaces over a complete non-discrete valued division ring, in which every continuous linear form is identically zero (I, p. 25, exerc. 4); in such a space therefore, every hyperplane is everywhere dense (I, p. 11, corollary).
3. Vector subspaces of finite dimension
Theorem 2
Every Hausdorff topological vector space E, of finite dimension n, over a complete non-discrete valued division ring K, is isomorphic to ; in fact, for every basis of E on K, the linear mapping is an isomorphism of on E.
Proposition 2 of I, p. 12, implies that th. 2 is true for ; we argue by induction on . Let be the vector subspace of generated by ; the induction hypothesis is that the mapping is an isomorphism of on . The subspace , being isomorphic to a product of complete spaces, is complete (GT, II, § 3.5, prop. 10); hence it is closed in (GT, II, § 3.4, prop. 8). Let be the subspace complementary to in ; is the topological direct sum of and (I, p. 13, cor. 2), therefore the mapping
of on is an isomorphism.
When the hypothesis that is complete is essential for the validity of theorem 2. In fact, let be a non-complete valued division ring, and let be its completion : for each of the set is everywhere dense in , since is a homeomorphism of on itself. If , the subspace of the topological vector space on is of dimension 2 on , but it is not isomorphic to since every subspace of dimension 1 in is dense in .
Corollary 1
In a Hausdorff topological vector space over a complete non-discrete valued division ring , every vector subspace of finite dimension is closed in .* For, if is of dimension then it is isomorphic to ; it is therefore complete and hence closed in (GT, II, § 3.4, prop. 8).
Corollary 2
Let be a complete non-discrete valued division ring, and be a Hausdorff topological vector space of finite dimension over . If is any topological vector space over , then every linear mapping of in is continuous.
Corollary 3
In a Hausdorff topological vector space , over a complete non-discrete valued division ring, every finite independent set is topologically independent.
Corollary 4
Let be a topological vector space over a complete non-discrete valued division ring. If is a closed vector subspace of and is a vector subspace of of finite dimension, then the subspace is closed in .* Write for the canonical homomorphism of on the quotient space (necessarily Hausdorff). Then the subspace is identical with . Now is of finite dimension in , therefore (cor. 1) is closed in , and, in consequence, is closed in .
We note that, if and are any two closed vector subspaces in a Hausdorff topological vector space , then is not necessarily closed in , \* even if is a Hilbert space \* (cf. IV, p. 64, exerc. 13, d)).
Proposition 3
Let be a topological vector space over a complete non-discrete* valued division ring . Let be a closed vector subspace of finite codimension in . Then every subspace that is an algebraic complement of in is also a topological complement.
In , the set is closed, since it is the intersection of and the set which is closed in ; thus is Hausdorff. As is also Hausdorff, the canonical mapping of on , which is linear and bijective, is bicontinuous (I, p. 14, cor. 2), from which the proposition follows.
Corollary
Let and be two topological vector spaces over a complete non-discrete valued division ring. If is Hausdorff and of finite dimension, then every continuous linear mapping of on is a strict morphism.
Remark
— The results of Nos 2, 3 are no longer valid when is discrete. For example, let be a non-discrete valued division ring and be the discrete division ring obtained by endowing with the improper absolute value on . Then is a topological vector space of dimension 1 over , but it is not isomorphic to . However, we can show that the results of Nos 2, 3 are valid even when is discrete, provided that we impose on the topological vector spaces considered, the property of having a fundamental system of balanced neighbourhoods of 0 (i.e. neighbourhoods such that ) (I, p. 27, exerc. 14); this condition (which is always satisfied when is a non-discrete valued division ring cf. I, p. 7, prop. 4) is not valid for all topological vector spaces over as the preceding example shows.
4. Locally compact topological vector spaces
Theorem 3
Let be a complete non-discrete valued division ring. If is a Hausdorff topological vector space over , which is such that some neighbourhood of 0 in is precompact, then is of finite dimension. If , then both and are locally compact.
In proving the first assertion, we need consider only the case when is complete; for is an everywhere dense subspace of its completion , and the closure of in is compact and is a neighbourhood of 0 in (GT, III, § 3.4, prop. 7).
We can suppose then that there is a compact neighbourhood of 0 in . Let be such that ; then there are finitely many points such that
Let be the finite dimensional subspace of generated by the ; it is closed in (I, p. 14, cor. 1). In the Hausdorff topological vector space the canonical image of is a compact neighbourhood of 0, such that ; hence , and, by induction on , for every positive integer . As is absorbent, we conclude that ; and thus is compact. To complete the proof of the first assertion in the theorem, it is sufficient, therefore, to establish the following lemma.
Lemma 1
— *Any compact topological vector space over a non-discrete valued division ring, is just the set .
Since E is complete we can suppose K is complete (I, p. 6). If E then E contains a line that is closed in E (I, p. 14, cor. 1) and therefore compact. This line is isomorphic to (I, p. 12, prop. 2) and hence K must be compact. Now the mapping of K in is continuous and thus the image of K must be bounded, on the other hand there exists with , and the set , is unbounded. This contradiction shows that .
To prove the second assertion in the theorem, if then from the first part of the theorem E is isomorphic to with ; now K is complete, hence so is E, and thus E is locally compact. But is isomorphic to a line in E (I, p. 12, prop. 2) which is necessarily closed in E (I, p. 14, cor. 1); it follows that K is locally compact.
Remark
The result of th. 3 is no longer true if K is a discrete division ring as is shown by the example of (with the usual topology) considered as a topological vector space over the discrete field .
Exercises
See the exercises for § 2.