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Schur's property

Schur's property is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Schur's property rather than just read about it. In short: In mathematics, Schur's property, named after Issai Schur, is the property of normed spaces that is satisfied precisely if weak convergence of sequences entails convergence in norm. Motivation When we are working in a normed space X and we have a sequence ( x n ) {\displaystyle (x_{n})} that converges weakly to x {\displaystyle x} , then a natural question arises.

Key takeaways

  • Schur's property belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Schur's property to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Schur's property from memory before moving on to harder problems.

Reference excerpt

In mathematics, Schur's property, named after Issai Schur, is the property of normed spaces that is satisfied precisely if weak convergence of sequences entails convergence in norm.

Motivation When we are working in a normed space X and we have a sequence ( x n ) {\displaystyle (x_{n})} that converges weakly to x {\displaystyle x} , then a natural question arises. Does the sequence converge in perhaps a more desirable manner? If so, does the sequence converge to x {\displaystyle x} in norm? A canonical example of this property, and commonly used to illustrate the Schur property, is the ℓ 1 {\displaystyle \ell _{1}} sequence space.

Definition Suppose that we have a normed space ( X , ‖ ⋅ ‖ ) {\displaystyle (X,\|\cdot \|)} , x {\displaystyle x} an arbitrary member of X {\displaystyle X} , and ( x n ) {\displaystyle (x_{n})} an arbitrary sequence in the space. We say that X {\displaystyle X} has Schur's property if ( x n ) {\displaystyle (x_{n})} converging weakly to x {\displaystyle x} implies that lim n → ∞ ‖ x n − x ‖ = 0 {\displaystyle \lim _{n\to \infty }\Vert x_{n}-x\Vert =0} . In other words, the weak and strong topologies share the same convergent sequences. Note however that weak and strong topologies are always distinct in infinite-dimensional space.

Examples

The space ℓ1 of sequences whose series is absolutely convergent has the Schur property.

Name This property was named after the early 20th century mathematician Issai Schur who showed that ℓ1 had the above property in his 1921 paper.

See also Radon-Riesz property for a similar property of normed spaces Schur's theorem

Notes

References Megginson, Robert E. (1998), An Introduction to Banach Space Theory, New York Berlin Heidelberg: Springer-Verlag, ISBN 0-387-98431-3

Worked examples

Example 1 — a first encounter with Schur's property

Start with the simplest possible case. Write down what Schur's property claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Schur's property before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Schur's property ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Schur's property

In research
Schur's property appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Schur's property in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Schur's property is common in secondary-school and first-year university syllabi. It links to neighbouring topics Functional analysis, Issai Schur, so understanding it makes those chapters shorter.
In everyday life
Look for Schur's property outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Schur's property in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Schur's property means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Schur's property out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Schur's property in simple terms?

In mathematics, Schur's property, named after Issai Schur, is the property of normed spaces that is satisfied precisely if weak convergence of sequences entails convergence in norm. Motivation When we are working in a normed space X and we have a sequence ( x n ) {\displaystyle (x_{n})} that conver…

Why does Schur's property matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Schur's property?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Schur's property.

Tags

  • Functional analysis
  • Issai Schur

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