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Pólya–Szegő inequality

Pólya–Szegő inequality is a science 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 Pólya–Szegő inequality rather than just read about it. In short: In mathematical analysis, the Pólya–Szegő inequality (or Szegő inequality) states that the Sobolev energy of a function in a Sobolev space does not increase under symmetric decreasing rearrangement. The inequality is named after the mathematicians George Pólya and Gábor Szegő.

Key takeaways

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

Reference excerpt

In mathematical analysis, the Pólya–Szegő inequality (or Szegő inequality) states that the Sobolev energy of a function in a Sobolev space does not increase under symmetric decreasing rearrangement. The inequality is named after the mathematicians George Pólya and Gábor Szegő.

Mathematical setting and statement Given a Lebesgue measurable function u : R n → R + , {\displaystyle u:\mathbb {R} ^{n}\to \mathbb {R} ^{+},} the symmetric decreasing rearrangement u ∗ : R n → R + , {\displaystyle u^{*}:\mathbb {R} ^{n}\to \mathbb {R} ^{+},} is the unique function such that for every t ∈ R , {\displaystyle t\in \mathbb {R} ,} the sublevel set u ∗

− 1 ( ( t , + ∞ ) ) {\displaystyle u^{*}{}^{-1}((t,+\infty ))} is an open ball centred at the origin 0 ∈ R n {\displaystyle 0\in \mathbb {R} ^{n}} that has the same Lebesgue measure as u − 1 ( ( t , + ∞ ) ) . {\displaystyle u^{-1}((t,+\infty )).} Equivalently, u ∗ {\displaystyle u^{*}} is the unique radial and radially nonincreasing function, whose strict sublevel sets are open and have the same measure as those of the function u {\displaystyle u} . The Pólya–Szegő inequality states that if moreover u ∈ W 1 , p ( R n ) , {\displaystyle u\in W^{1,p}(\mathbb {R} ^{n}),} then u ∗ ∈ W 1 , p ( R n ) {\displaystyle u^{*}\in W^{1,p}(\mathbb {R} ^{n})} and

∫ R n | ∇ u ∗ | p ≤ ∫ R n | ∇ u | p . {\displaystyle \int _{\mathbb {R} ^{n}}|\nabla u^{*}|^{p}\leq \int _{\mathbb {R} ^{n}}|\nabla u|^{p}.}

Applications of the inequality The Pólya–Szegő inequality is used to prove the Rayleigh–Faber–Krahn inequality, which states that among all the domains of a given fixed volume, the ball has the smallest first eigenvalue for the Laplacian with Dirichlet boundary conditions. The proof goes by restating the problem as a minimization of the Rayleigh quotient. The isoperimetric inequality can be deduced from the Pólya–Szegő inequality with p = 1 {\displaystyle p=1} . The optimal constant in the Sobolev inequality can be obtained by combining the Pólya–Szegő inequality with some integral inequalities.

Equality cases Since the Sobolev energy is invariant under translations, any translation of a radial function achieves equality in the Pólya–Szegő inequality. There are however other functions that can achieve equality, obtained for example by taking a radial nonincreasing function that achieves its maximum on a ball of positive radius and adding to this function another function which is radial with respect to a different point and whose support is contained in the maximum set of the first function. In order to avoid this obstruction, an additional condition is thus needed. It has been proved that if the function u {\displaystyle u} achieves equality in the Pólya–Szegő inequality and if the set { x ∈ R n : u ( x ) > 0 and ∇ u ( x ) = 0 } {\displaystyle \{x\in \mathbb {R} ^{n}:u(x)>0{\text{ and }}\nabla u(x)=0\}} is a null set for Lebesgue's measure, then the function u {\displaystyle u} is radial and radially nonincreasing with respect to some point a ∈ R n {\displaystyle a\in \mathbb {R} ^{n}} .

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Pólya–Szegő inequality

Start with the simplest possible case. Write down what Pólya–Szegő inequality claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, 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 Pólya–Szegő inequality 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 Pólya–Szegő inequality 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 Pólya–Szegő inequality

In research
Pólya–Szegő inequality appears in science 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 Pólya–Szegő inequality 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
Pólya–Szegő inequality is common in secondary-school and first-year university syllabi. It links to neighbouring topics Geometric inequalities, Rearrangement inequalities, Sobolev spaces, so understanding it makes those chapters shorter.
In everyday life
Look for Pólya–Szegő inequality 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 Pólya–Szegő inequality in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Pólya–Szegő inequality 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 Pólya–Szegő inequality out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Pólya–Szegő inequality in simple terms?

In mathematical analysis, the Pólya–Szegő inequality (or Szegő inequality) states that the Sobolev energy of a function in a Sobolev space does not increase under symmetric decreasing rearrangement. The inequality is named after the mathematicians George Pólya and Gábor Szegő.

Why does Pólya–Szegő inequality matter?

Because it connects several science 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 Pólya–Szegő inequality?

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 Pólya–Szegő inequality.

Tags

  • Geometric inequalities
  • Rearrangement inequalities
  • Sobolev spaces

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