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Growth rate (group theory)

Growth rate (group theory) 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 Growth rate (group theory) rather than just read about it. In short: In the mathematical subject of geometric group theory, the growth rate of a group with respect to a symmetric generating set describes how fast a group grows. Every element in the group can be written as a product of generators, and the growth rate counts the number of elements that can be written as a product of length n.

Key takeaways

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

Reference excerpt

In the mathematical subject of geometric group theory, the growth rate of a group with respect to a symmetric generating set describes how fast a group grows. Every element in the group can be written as a product of generators, and the growth rate counts the number of elements that can be written as a product of length n.

Definition Suppose G is a finitely generated group; and T is a finite symmetric set of generators (symmetric means that if x ∈ T {\displaystyle x\in T} then x − 1 ∈ T {\displaystyle x^{-1}\in T} ). Any element x ∈ G {\displaystyle x\in G} can be expressed as a word in the T-alphabet

x = a 1 ⋅ a 2 ⋯ a k where a i ∈ T . {\displaystyle x=a_{1}\cdot a_{2}\cdots a_{k}{\text{ where }}a_{i}\in T.}

Consider the subset of all elements of G that can be expressed by such a word of length ≤ n

B n ( G , T ) = { x ∈ G ∣ x = a 1 ⋅ a 2 ⋯ a k where a i ∈ T and k ≤ n } . {\displaystyle B_{n}(G,T)=\{x\in G\mid x=a_{1}\cdot a_{2}\cdots a_{k}{\text{ where }}a_{i}\in T{\text{ and }}k\leq n\}.}

This set is just the closed ball of radius n in the word metric d on G with respect to the generating set T:

B n ( G , T ) = { x ∈ G ∣ d ( x , e ) ≤ n } . {\displaystyle B_{n}(G,T)=\{x\in G\mid d(x,e)\leq n\}.}

More geometrically, B n ( G , T ) {\displaystyle B_{n}(G,T)} is the set of vertices in the Cayley graph with respect to T that are within distance n of the identity. Given two nondecreasing positive functions a and b one can say that they are equivalent ( a ∼ b {\displaystyle a\sim b} ) if there is a constant C such that for all positive integers n,

a ( n / C ) ≤ b ( n ) ≤ a ( C n ) , {\displaystyle a(n/C)\leq b(n)\leq a(Cn),\,}

for example p n ∼ q n {\displaystyle p^{n}\sim q^{n}} if p , q > 1 {\displaystyle p,q>1} . Then the growth rate of the group G can be defined as the corresponding equivalence class of the function

# ( n ) = | B n ( G , T ) | , {\displaystyle \#(n)=|B_{n}(G,T)|,}

where | B n ( G , T ) | {\displaystyle |B_{n}(G,T)|} denotes the number of elements in the set B n ( G , T ) {\displaystyle B_{n}(G,T)} . Although the function # ( n ) {\displaystyle \#(n)} depends on the set of generators T its rate of growth does not (see below) and therefore the rate of growth gives an invariant of a group. The word metric d and therefore sets B n ( G , T ) {\displaystyle B_{n}(G,T)} depend on the generating set T. However, any two such metrics are bilipschitz equivalent in the following sense: for finite symmetric generating sets E, F, there is a positive constant C such that

1 C d F ( x , y ) ≤ d E ( x , y ) ≤ C d F ( x , y ) . {\displaystyle {1 \over C}\ d_{F}(x,y)\leq d_{E}(x,y)\leq C\ d_{F}(x,y).}

As an immediate corollary of this inequality we get that the growth rate does not depend on the choice of generating set.

Polynomial and exponential growth If

# ( n ) ≤ C ( n k + 1 ) {\displaystyle \#(n)\leq C(n^{k}+1)}

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Growth rate (group theory)

Start with the simplest possible case. Write down what Growth rate (group theory) 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 Growth rate (group theory) 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 Growth rate (group theory) 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 Growth rate (group theory)

In research
Growth rate (group theory) 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 Growth rate (group theory) 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
Growth rate (group theory) is common in secondary-school and first-year university syllabi. It links to neighbouring topics Cayley graphs, Infinite group theory, Metric geometry, so understanding it makes those chapters shorter.
In everyday life
Look for Growth rate (group theory) 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 Growth rate (group theory) in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Growth rate (group theory) 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 Growth rate (group theory) out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Growth rate (group theory) in simple terms?

In the mathematical subject of geometric group theory, the growth rate of a group with respect to a symmetric generating set describes how fast a group grows. Every element in the group can be written as a product of generators, and the growth rate counts the number of elements that can be written…

Why does Growth rate (group theory) 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 Growth rate (group theory)?

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 Growth rate (group theory).

Tags

  • Cayley graphs
  • Infinite group theory
  • Metric geometry

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