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Peano curve

Peano curve 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 Peano curve rather than just read about it. In short: In geometry, the Peano curve is the first example of a space-filling curve to be discovered, by Giuseppe Peano in 1890. Peano's curve is a surjective, continuous function from the unit interval onto the unit square, however it is not injective.

Peano curve — main illustration
Peano curve — illustration

Key takeaways

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

Reference excerpt

In geometry, the Peano curve is the first example of a space-filling curve to be discovered, by Giuseppe Peano in 1890. Peano's curve is a surjective, continuous function from the unit interval onto the unit square, however it is not injective. Peano was motivated by an earlier result of Georg Cantor that these two sets have the same cardinality. Because of this example, some authors use the phrase "Peano curve" to refer more generally to any space-filling curve.

Construction Peano's curve may be constructed by a sequence of steps, where the i {\displaystyle i} th step constructs a set S i {\displaystyle S_{i}} of squares, and a sequence P i {\displaystyle P_{i}} of the centers of the squares, from the set and sequence constructed in the previous step. As a base case, S 0 {\displaystyle S_{0}} consists of the single unit square, and P 0 {\displaystyle P_{0}} is the one-element sequence consisting of its center point. In step i {\displaystyle i} , each square s {\displaystyle s} of S i − 1 {\displaystyle S_{i-1}} is partitioned into nine smaller equal squares, and its center point c {\displaystyle c} is replaced by a contiguous subsequence of the centers of these nine smaller squares. This subsequence is formed by grouping the nine smaller squares into three columns, ordering the centers contiguously within each column, and then ordering the columns from one side of the square to the other, in such a way that the distance between each consecutive pair of points in the subsequence equals the side length of the small squares. There are four such orderings possible:

Left three centers bottom to top, middle three centers top to bottom, and right three centers bottom to top Right three centers bottom to top, middle three centers top to bottom, and left three centers bottom to top Left three centers top to bottom, middle three centers bottom to top, and right three centers top to bottom Right three centers top to bottom, middle three centers bottom to top, and left three centers top to bottom Among these four orderings, the one for s {\displaystyle s} is chosen in such a way that the distance between the first point of the ordering and its predecessor in P i {\displaystyle P_{i}} also equals the side length of the small squares. If c {\displaystyle c} was the first point in its ordering, then the first of these four orderings is chosen for the nine centers that replace c {\displaystyle c} . The Peano curve itself is the limit of the curves through the sequences of square centers, as i {\displaystyle i} goes to infinity.

L-system construction The Peano curve shown in the introduction can be constructed using a Lindenmayer system. This L-system can be described as follows:

where "F" means "draw forward", "+" means "turn clockwise 90°", and "−" means "turn anticlockwise 90°". The image in the introduction shows the images of the first three iterations of the rules. The curve shown in the 'construction' section be constructed as follows:

where "F" means "draw forward", "+" means "turn clockwise 90°", and "−" means "turn anticlockwise 90°". The image above shows the first two iterations of the rule.

Variants

In the definition of the Peano curve, it is possible to perform some or all of the steps by making the centers of each row of three squares be contiguous, rather than the centers of each column of squares. These choices lead to many different variants of the Peano curve. A "multiple radix" variant of this curve with different numbers of subdivisions in different directions can be used to fill rectangles of arbitrary shapes. The Hilbert curve is a simpler variant of the same idea, based on subdividing squares into four equal smaller squares instead of into nine equal smaller squares.

References

Illustrations

Peano curve: Three iterations of a Peano curve construction, whose limit is a space-filling curve.
Three iterations of a Peano curve construction, whose limit is a space-filling curve.
Peano curve illustration
Peano curve illustration
Peano curve: Peano curve with the middle line erased creates a Sierpinski carpet
Peano curve with the middle line erased creates a Sierpinski carpet

Worked examples

Example 1 — a first encounter with Peano curve

Start with the simplest possible case. Write down what Peano curve 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 Peano curve 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 Peano curve 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 Peano curve

In research
Peano curve 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 Peano curve 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
Peano curve is common in secondary-school and first-year university syllabi. It links to neighbouring topics Fractal curves, Theory of continuous functions, so understanding it makes those chapters shorter.
In everyday life
Look for Peano curve 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 Peano curve in 20 minutes

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

Frequently asked questions

What is Peano curve in simple terms?

In geometry, the Peano curve is the first example of a space-filling curve to be discovered, by Giuseppe Peano in 1890. Peano's curve is a surjective, continuous function from the unit interval onto the unit square, however it is not injective.

Why does Peano curve 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 Peano curve?

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 Peano curve.

Tags

  • Fractal curves
  • Theory of continuous functions

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