Show that a vector subspace is a closed subset of \(\mathcal{H}\) with respect to the norm topology iff the limit of every sequence of vectors in \(V\) belongs to \(V\).

Short Answer

Expert verified
A vector subspace \(V\) in a Hilbert space \(\mathcal{H}\) is closed with respect to the norm topology if and only if the limit of every sequence in \(V\) is in \(V\). This is demonstrated by firstly establishing the definitions of vector subspace, closed set and limit in these contexts, and then proving the 'if and only if' statement in two parts by logically following from the definitions and the principles of topology in Hilbert spaces.

Step by step solution

01

Understanding Definitions

Start by defining the crucial terms. A vector subspace \(V\) of a vector space \(\mathcal{H}\) is a set of vectors that is closed under vector addition and scalar multiplication. This means that for any two vectors \(v_1, v_2 \in V\), the sum \(v_1 + v_2\) is also in \(V\), and for any scalar \(\alpha\) and vector \(v \in V\), the product \(\alpha v\) is also in \(V\). In the context of topological spaces, a set is considered closed if its complement is open. In the norm topology of a Hilbert space, a set is open if for each point in the set, there exists an open ball contained in the set. The limit of a sequence in a set \(V\) belongs to \(V\) iff for any \(\epsilon > 0\), there exists an \(N \in \mathbb{N}\) such that for all \(n > N\), the distance between the \(n\)th term of the sequence and the limit is less than \(\epsilon\).
02

Show a vector subspace is closed if limits belong to \(V\)

Suppose \(V\) is a vector subspace of \(\mathcal{H}\) such that the limit of every sequence in \(V\) belongs to \(V\). Now, to show that \(V\) is closed, it needs to be shown that the compliment of \(V\), say \(\mathcal{H} - V\), is open in \(\mathcal{H}\). Take an arbitrary point \(h \in \mathcal{H} - V\). If \(\mathcal{H} - V\) is not open, then there would exist a sequence of vectors in \(V\) converging to \(h\). But this would contradict the hypothesis that V is closed under limits, so \(\mathcal{H} - V\) is indeed open and thus \(V\) is closed.
03

Show limits belong to \(V\) if vector subspace is closed

Assume \(V\) is a closed vector subspace of \(\mathcal{H}\). Suppose by contradiction that there exists a sequence \((v_n)\) in \(V\) whose limit \(v\) does not belong to \(V\). In other words, \(v \in \mathcal{H} - V\) (the complement of \(V\) in \(\mathcal{H}\)). But since \(V\) is closed, \(\mathcal{H} - V\) is open. As \(v \in \mathcal{H} - V\), there exists an open ball centered at \(v\) which does not intersect \(V\). This contradicts that \(v\) is the limit of a sequence in \(V\). Thus every limit of sequence in \(V\) must belong to \(V\).

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with Vaia!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

See all solutions

Recommended explanations on Combined Science Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.

Sign-up for free