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Orthogonal group

Orthogonal 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 Orthogonal group rather than just read about it. In short: In mathematics, the orthogonal group in dimension n, denoted O(n), is the group of distance-preserving transformations of a Euclidean space of dimension n that preserve a fixed point (the origin), where the group operation is given by composing transformations. The orthogonal group is sometimes called the general orthogonal group, by analogy with the general linear group.

Orthogonal group — main illustration
Orthogonal group — illustration

Key takeaways

  • Orthogonal 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 Orthogonal group to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Orthogonal group from memory before moving on to harder problems.

Reference excerpt

In mathematics, the orthogonal group in dimension n, denoted O(n), is the group of distance-preserving transformations of a Euclidean space of dimension n that preserve a fixed point (the origin), where the group operation is given by composing transformations. The orthogonal group is sometimes called the general orthogonal group, by analogy with the general linear group. Equivalently, it is the group of n × n orthogonal matrices, where the group operation is given by matrix multiplication (an orthogonal matrix is a real matrix whose inverse equals its transpose). The orthogonal group is an algebraic group and a Lie group. It is compact. The orthogonal group in dimension n has two connected components. The one that contains the identity element is a normal subgroup, called the special orthogonal group, and denoted SO(n). It consists of all orthogonal matrices of determinant 1. This group is also called the rotation group, since its elements are the rotations around the origin. In low dimension, these groups have been widely studied, see SO(2), SO(3) and SO(4). The other component consists of all orthogonal matrices of determinant −1. This component does not form a group, as the product of any two of its elements is of determinant 1, and therefore not an element of the component. By extension, for any field F, an n × n matrix with entries in F such that its inverse equals its transpose is called an orthogonal matrix over F. The n × n orthogonal matrices form a subgroup, denoted O(n, F), of the general linear group GL(n, F); that is

O ⁡ ( n , F ) = { Q ∈ GL ⁡ ( n , F ) ∣ Q T Q = Q Q T = I } . {\displaystyle \operatorname {O} (n,F)=\left\{Q\in \operatorname {GL} (n,F)\mid Q^{\mathsf {T}}Q=QQ^{\mathsf {T}}=I\right\}.}

More generally, given a non-degenerate symmetric bilinear form or quadratic form on a vector space over a field, the orthogonal group of the form is the group of invertible linear maps that preserve the form. The preceding orthogonal groups are the special case where, on some basis, the bilinear form is the dot product, or, equivalently, the quadratic form is the sum of the square of the coordinates. All orthogonal groups are algebraic groups, since the condition of preserving a form can be expressed as an equality of matrices.

Name The name of "orthogonal group" originates from the following characterization of its elements. Given a Euclidean vector space E of dimension n, the elements of the orthogonal group O(n) are, up to a uniform scaling (homothety), the linear maps from E to E that map orthogonal vectors to orthogonal vectors.

In Euclidean geometry The orthogonal O ⁡ ( n ) {\displaystyle \operatorname {O} (n)} is the subgroup of the general linear group GL ⁡ ( n , R ) {\displaystyle \operatorname {GL} (n,\mathbb {R} )} , consisting of all endomorphisms that preserve the Euclidean norm; that is, endomorphisms g {\displaystyle g} such that ‖ g ( x ) ‖ = ‖ x ‖ . {\displaystyle \|g(x)\|=\|x\|.}

Let E ⁡ ( n ) {\displaystyle \operatorname {E} (n)} be the group of the Euclidean isometries of a Euclidean space S {\displaystyle S} of dimension n {\displaystyle n} . This group does not depend on the choice of a particular space, since all Euclidean spaces of the same dimension are isomorphic. The stabilizer subgroup of a point x ∈ S {\displaystyle x\in S} is the subgroup of the elements g ∈ E ⁡ ( n ) {\displaystyle g\in \operatorname {E} (n)} such that g ( x ) = x {\displaystyle g(x)=x} . This stabilizer is (or, more exactly, is isomorphic to) O ⁡ ( n ) {\displaystyle \operatorname {O} (n)} , since the choice of a point as an origin induces an isomorphism between the Euclidean space and its associated Euclidean vector space. There is a natural group homomorphism p {\displaystyle p} from E ⁡ ( n ) {\displaystyle \operatorname {E} (n)} to O ⁡ ( n ) {\displaystyle \operatorname {O} (n)} , which is defined by

p ( g ) ( y − x ) = g ( y ) − g ( x ) , {\displaystyle p(g)(y-x)=g(y)-g(x),}

… excerpt ends here. Continue reading the full article.

Illustrations

Orthogonal group illustration

Worked examples

Example 1 — a first encounter with Orthogonal group

Start with the simplest possible case. Write down what Orthogonal 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 Orthogonal 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 Orthogonal 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 Orthogonal group

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

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

Frequently asked questions

What is Orthogonal group in simple terms?

In mathematics, the orthogonal group in dimension n, denoted O(n), is the group of distance-preserving transformations of a Euclidean space of dimension n that preserve a fixed point (the origin), where the group operation is given by composing transformations. The orthogonal group is sometimes cal…

Why does Orthogonal 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 Orthogonal 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 Orthogonal group.

Tags

  • Euclidean symmetries
  • Lie groups
  • Linear algebraic groups
  • Quadratic forms

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