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Loomis–Whitney inequality

Loomis–Whitney inequality 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 Loomis–Whitney inequality rather than just read about it. In short: In mathematics, the Loomis–Whitney inequality is a result in geometry, which in its simplest form, allows one to estimate the "size" of a d {\displaystyle d} -dimensional set by the sizes of its ( d − 1 ) {\displaystyle (d-1)} -dimensional projections. The inequality has applications in incidence geometry, the study of so-called "lattice animals", and other areas.

Key takeaways

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

Reference excerpt

In mathematics, the Loomis–Whitney inequality is a result in geometry, which in its simplest form, allows one to estimate the "size" of a d {\displaystyle d} -dimensional set by the sizes of its ( d − 1 ) {\displaystyle (d-1)} -dimensional projections. The inequality has applications in incidence geometry, the study of so-called "lattice animals", and other areas. The result is named after the American mathematicians Lynn Harold Loomis and Hassler Whitney, and was published in 1949.

Statement of the inequality Fix a dimension d ≥ 2 {\displaystyle d\geq 2} and consider the projections

π j : R d → R d − 1 , {\displaystyle \pi _{j}:\mathbb {R} ^{d}\to \mathbb {R} ^{d-1},}

π j : x = ( x 1 , … , x d ) ↦ x ^ j = ( x 1 , … , x j − 1 , x j + 1 , … , x d ) . {\displaystyle \pi _{j}:x=(x_{1},\dots ,x_{d})\mapsto {\hat {x}}_{j}=(x_{1},\dots ,x_{j-1},x_{j+1},\dots ,x_{d}).}

For each 1 ≤ j ≤ d, let

g j : R d − 1 → [ 0 , + ∞ ) , {\displaystyle g_{j}:\mathbb {R} ^{d-1}\to [0,+\infty ),}

g j ∈ L d − 1 ( R d − 1 ) . {\displaystyle g_{j}\in L^{d-1}(\mathbb {R} ^{d-1}).}

Then the Loomis–Whitney inequality holds:

‖ ∏ j = 1 d g j ∘ π j ‖ L 1 ( R d ) = ∫ R d ∏ j = 1 d g j ( π j ( x ) ) d x ≤ ∏ j = 1 d ‖ g j ‖ L d − 1 ( R d − 1 ) . {\displaystyle \left\|\prod _{j=1}^{d}g_{j}\circ \pi _{j}\right\|_{L^{1}(\mathbb {R} ^{d})}=\int _{\mathbb {R} ^{d}}\prod _{j=1}^{d}g_{j}(\pi _{j}(x))\,\mathrm {d} x\leq \prod _{j=1}^{d}\|g_{j}\|_{L^{d-1}(\mathbb {R} ^{d-1})}.}

Equivalently, taking f j ( x ) = g j ( x ) d − 1 , {\displaystyle f_{j}(x)=g_{j}(x)^{d-1},} we have

f j : R d − 1 → [ 0 , + ∞ ) , {\displaystyle f_{j}:\mathbb {R} ^{d-1}\to [0,+\infty ),}

f j ∈ L 1 ( R d − 1 ) {\displaystyle f_{j}\in L^{1}(\mathbb {R} ^{d-1})}

implying

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Loomis–Whitney inequality

Start with the simplest possible case. Write down what Loomis–Whitney inequality 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 Loomis–Whitney 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 Loomis–Whitney 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 Loomis–Whitney inequality

In research
Loomis–Whitney inequality 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 Loomis–Whitney 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
Loomis–Whitney inequality is common in secondary-school and first-year university syllabi. It links to neighbouring topics Geometric inequalities, Incidence geometry, so understanding it makes those chapters shorter.
In everyday life
Look for Loomis–Whitney 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 Loomis–Whitney inequality in 20 minutes

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

Frequently asked questions

What is Loomis–Whitney inequality in simple terms?

In mathematics, the Loomis–Whitney inequality is a result in geometry, which in its simplest form, allows one to estimate the "size" of a d {\displaystyle d} -dimensional set by the sizes of its ( d − 1 ) {\displaystyle (d-1)} -dimensional projections. The inequality has applications in incidence g…

Why does Loomis–Whitney inequality 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 Loomis–Whitney 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 Loomis–Whitney inequality.

Tags

  • Geometric inequalities
  • Incidence geometry

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