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General linear group

General linear group 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 General linear group rather than just read about it. In short: In mathematics, the general linear group of degree n {\displaystyle n} is the set of n × n {\displaystyle n\times n} invertible matrices, together with the operation of ordinary matrix multiplication. This forms a group, because the product of two invertible matrices is again invertible, and the inverse of an invertible matrix is invertible, with the identity matrix as the identity element of the group.

General linear group — main illustration
General linear group — illustration

Key takeaways

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

Reference excerpt

In mathematics, the general linear group of degree n {\displaystyle n} is the set of n × n {\displaystyle n\times n} invertible matrices, together with the operation of ordinary matrix multiplication. This forms a group, because the product of two invertible matrices is again invertible, and the inverse of an invertible matrix is invertible, with the identity matrix as the identity element of the group. The group is so named because the columns (and also the rows) of an invertible matrix are linearly independent, hence the vectors/points they define are in general linear position, and matrices in the general linear group take points in general linear position to points in general linear position. To be more precise, it is necessary to specify what kind of objects may appear in the entries of the matrix. For example, the general linear group over R {\displaystyle \mathbb {R} } (the set of real numbers) is the group of n × n {\displaystyle n\times n} invertible matrices of real numbers, and is denoted by GL n ⁡ ( R ) {\displaystyle \operatorname {GL} _{n}(\mathbb {R} )} or GL ⁡ ( n , R ) {\displaystyle \operatorname {GL} (n,\mathbb {R} )} . More generally, the general linear group of degree n {\displaystyle n} over any field F {\displaystyle F} (such as the complex numbers), or a ring R {\displaystyle R} (such as the ring of integers), is the set of n × n {\displaystyle n\times n} invertible matrices with entries from F {\displaystyle F} (or R {\displaystyle R} ), again with matrix multiplication as the group operation. Typical notation is GL ⁡ ( n , F ) {\displaystyle \operatorname {GL} (n,F)} or GL n ⁡ ( F ) {\displaystyle \operatorname {GL} _{n}(F)} , or simply GL ⁡ ( n ) {\displaystyle \operatorname {GL} (n)} if the field is understood. More generally still, the general linear group of a vector space GL ⁡ ( V ) {\displaystyle \operatorname {GL} (V)} is the automorphism group, not necessarily written as matrices. The special linear group, written SL ⁡ ( n , F ) {\displaystyle \operatorname {SL} (n,F)} or SL n ⁡ ( F ) {\displaystyle \operatorname {SL} _{n}(F)} , is the subgroup of GL ⁡ ( n , F ) {\displaystyle \operatorname {GL} (n,F)} consisting of matrices with a determinant of 1. The group GL ⁡ ( n , F ) {\displaystyle \operatorname {GL} (n,F)} and its subgroups are often called linear groups or matrix groups (the automorphism group GL ⁡ ( V ) {\displaystyle \operatorname {GL} (V)} is a linear group but not a matrix group). These groups are important in the theory of group representations, and also arise in the study of spatial symmetries and symmetries of vector spaces in general, as well as the study of polynomials. The modular group may be realised as a quotient of the special linear group SL ⁡ ( 2 , Z ) {\displaystyle \operatorname {SL} (2,\mathbb {Z} )} . If n ≥ 2 {\displaystyle n\geq 2} , then the group GL ⁡ ( n , F ) {\displaystyle \operatorname {GL} (n,F)} is not abelian.

… excerpt ends here. Continue reading the full article.

Illustrations

General linear group illustration
General linear group illustration
General linear group: Cayley table of GL(2, 2), which is isomorphic to S3.
Cayley table of GL(2, 2), which is isomorphic to S3.

Worked examples

Example 1 — a first encounter with General linear group

Start with the simplest possible case. Write down what General linear group 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 General linear group 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 General linear group 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 General linear group

In research
General linear group 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 General linear group 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
General linear group is common in secondary-school and first-year university syllabi. It links to neighbouring topics Abstract algebra, Lie groups, Linear algebra, so understanding it makes those chapters shorter.
In everyday life
Look for General linear group 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 General linear group in 20 minutes

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

Frequently asked questions

What is General linear group in simple terms?

In mathematics, the general linear group of degree n {\displaystyle n} is the set of n × n {\displaystyle n\times n} invertible matrices, together with the operation of ordinary matrix multiplication. This forms a group, because the product of two invertible matrices is again invertible, and the in…

Why does General linear group 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 General linear group?

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 General linear group.

Tags

  • Abstract algebra
  • Lie groups
  • Linear algebra
  • Linear algebraic groups

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