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Sturmian word

Sturmian word 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 Sturmian word rather than just read about it. In short: In mathematics, more specifically in combinatorics on words, a Sturmian word (Sturmian sequence or billiard sequence) is a certain kind of infinitely long sequence of characters. The concept is named after Jacques Charles François Sturm.

Sturmian word — main illustration
Sturmian word — illustration

Key takeaways

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

Reference excerpt

In mathematics, more specifically in combinatorics on words, a Sturmian word (Sturmian sequence or billiard sequence) is a certain kind of infinitely long sequence of characters. The concept is named after Jacques Charles François Sturm. Such a sequence can be generated by considering a game of English billiards on a square table. The struck ball will successively hit the vertical and horizontal edges labelled 0 and 1 generating a sequence of letters. This sequence is a Sturmian word.

Definition Sturmian sequences can be defined strictly in terms of their combinatoric properties or geometrically as cutting sequences for lines of irrational slope or codings for irrational rotations. They are traditionally taken to be infinite sequences on the alphabet of the two symbols 0 and 1.

Combinatorial definitions

Sequences of low complexity For an infinite sequence of symbols w, let σ(n) be the complexity function of w; i.e., σ(n) = the number of distinct contiguous subwords (factors) in w of length n. Then w is Sturmian if σ(n) = n + 1 for all n.

Balanced sequences A set X of binary strings is called balanced if the Hamming weight of elements of X takes at most two distinct values. That is, for any s ∈ X {\displaystyle s\in X} |s|1 = k or |s|1 = k' where |s|1 is the number of 1s in s. Let w be an infinite sequence of 0s and 1s and let L n ( w ) {\displaystyle {\mathcal {L}}_{n}(w)} denote the set of all length-n subwords of w. The sequence w is Sturmian if L n ( w ) {\displaystyle {\mathcal {L}}_{n}(w)} is balanced for all n and w is not eventually periodic.

Geometric definitions

Cutting sequence of irrational Let w be an infinite sequence of 0s and 1s. The sequence w is Sturmian if for some x ∈ [ 0 , 1 ) {\displaystyle x\in [0,1)} and some irrational θ ∈ ( 0 , ∞ ) {\displaystyle \theta \in (0,\infty )} , w is realized as the cutting sequence of the line f ( t ) = θ t + x {\displaystyle f(t)=\theta t+x} .

Difference of Beatty sequences Let w = (wn) be an infinite sequence of 0s and 1s. The sequence w is Sturmian if it is the difference of non-homogeneous Beatty sequences, that is, for some x ∈ [ 0 , 1 ) {\displaystyle x\in [0,1)} and some irrational θ ∈ ( 0 , 1 ) {\displaystyle \theta \in (0,1)}

w n = ⌊ n θ + x ⌋ − ⌊ ( n − 1 ) θ + x ⌋ {\displaystyle w_{n}=\lfloor n\theta +x\rfloor -\lfloor (n-1)\theta +x\rfloor }

for all n {\displaystyle n} or

w n = ⌈ n θ + x ⌉ − ⌈ ( n − 1 ) θ + x ⌉ {\displaystyle w_{n}=\lceil n\theta +x\rceil -\lceil (n-1)\theta +x\rceil }

for all n {\displaystyle n} .

Coding of irrational rotation

For θ ∈ [ 0 , 1 ) {\displaystyle \theta \in [0,1)} , define T θ : [ 0 , 1 ) → [ 0 , 1 ) {\displaystyle T_{\theta }:[0,1)\to [0,1)} by t ↦ t + θ mod 1 {\displaystyle t\mapsto t+\theta {\bmod {1}}} . For x ∈ [ 0 , 1 ) {\displaystyle x\in [0,1)} define the θ-coding of x to be the sequence (xn) where

x n = { 1 if T θ n ( x ) ∈ [ 0 , θ ) , 0 else . {\displaystyle x_{n}={\begin{cases}1&{\text{if }}T_{\theta }^{n}(x)\in [0,\theta ),\\0&{\text{else}}.\end{cases}}}

Let w be an infinite sequence of 0s and 1s. The sequence w is Sturmian if for some x ∈ [ 0 , 1 ) {\displaystyle x\in [0,1)} and some irrational θ ∈ ( 0 , ∞ ) {\displaystyle \theta \in (0,\infty )} , w is the θ-coding of x.

Discussion

… excerpt ends here. Continue reading the full article.

Illustrations

Sturmian word: The Fibonacci word is an example of a Sturmian word. The start of the cutting sequence shown here illustrates the start of the word 0100101001.
The Fibonacci word is an example of a Sturmian word. The start of the cutting sequence shown here illustrates the start of the word 0100101001.
Sturmian word: Animation showing the Sturmian sequence generated by an irrational rotation with θ ≈ 0.2882 and x ≈ 0.0789
Animation showing the Sturmian sequence generated by an irrational rotation with θ ≈ 0.2882 and x ≈ 0.0789

Worked examples

Example 1 — a first encounter with Sturmian word

Start with the simplest possible case. Write down what Sturmian word 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 Sturmian word 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 Sturmian word 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 Sturmian word

In research
Sturmian word 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 Sturmian word 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
Sturmian word is common in secondary-school and first-year university syllabi. It links to neighbouring topics Infinite words, so understanding it makes those chapters shorter.
In everyday life
Look for Sturmian word 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 Sturmian word in 20 minutes

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

Frequently asked questions

What is Sturmian word in simple terms?

In mathematics, more specifically in combinatorics on words, a Sturmian word (Sturmian sequence or billiard sequence) is a certain kind of infinitely long sequence of characters. The concept is named after Jacques Charles François Sturm.

Why does Sturmian word 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 Sturmian word?

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 Sturmian word.

Tags

  • Infinite words

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