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Rotation group



 
 
In mechanics
Classical mechanics

Classical mechanics is used for describing the motion of macroscopic objects, from projectiles to parts of machinery, as well as astronomical objects, such as spacecraft, planets, stars, and galaxies....
 and geometry
Geometry

Geometry arose as the field of knowledge dealing with spatial relationships. Geometry was one of the two fields of pre-modern mathematics, the other being the study of numbers....
, the rotation group is the group
Group (mathematics)

In mathematics, a group is an algebraic structure consisting of a set together with an Binary operation that combines any two of its element to form a third element....
 of all rotation
Rotation

A rotation is a movement of an object in a circular motion. A two-dimensional object rotates around a center of rotation. A Three-dimensional space object rotates around a line called an axis....
s about the origin of three-dimensional Euclidean space
Euclidean space

Around 300 Before Christ, the Ancient Greece mathematician Euclid undertook a study of relationships among distances and angles, first in a plane and then in space....
 R3 under the operation of composition. By definition, a rotation about the origin is a linear transformation
Linear transformation

In mathematics, a linear map is a function between two vector spaces that preserves the operations of vector addition and scalar multiplication....
 that preserves length
Length

Length is the long dimension of any object. The length of a thing is the distance between its ends, its linear extent as measured from end to end....
 of vectors (it is an isometry
Isometry

In mathematics, an isometry, isometric isomorphism or congruence mapping is a distance-preserving isomorphism between metric spaces....
) and preserves orientation
Orientation (mathematics)

In mathematics, an orientation on a real number vector space is a choice of which ordered basis are "positively" oriented and which are "negatively" oriented....
 (i.e. handedness) of space. A length-preserving transformation which reverses orientation is called an improper rotation
Improper rotation

In 3D geometry, an improper rotation, also called rotoreflection or rotary reflection is, depending on context, a linear transformation or affine transformation which is the combination of a rotation about an axis and a reflection in a plane perpendicular to the axis....
. Every improper rotation of three-dimensional Euclidean space is a reflection
Reflection (mathematics)

In mathematics, a reflection is a function that transforms an object into its mirror image. For example, a reflection of the small English letter p in respect to a vertical line would look like q....
 in a plane through the origin.

Composing two rotations results in another rotation; every rotation has a unique inverse rotation; and the identity map
Identity function

In mathematics, an identity function, also called identity map or identity transformation, is a function that always returns the same value that was used as its argument....
 satisfies the definition of a rotation.






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In mechanics
Classical mechanics

Classical mechanics is used for describing the motion of macroscopic objects, from projectiles to parts of machinery, as well as astronomical objects, such as spacecraft, planets, stars, and galaxies....
 and geometry
Geometry

Geometry arose as the field of knowledge dealing with spatial relationships. Geometry was one of the two fields of pre-modern mathematics, the other being the study of numbers....
, the rotation group is the group
Group (mathematics)

In mathematics, a group is an algebraic structure consisting of a set together with an Binary operation that combines any two of its element to form a third element....
 of all rotation
Rotation

A rotation is a movement of an object in a circular motion. A two-dimensional object rotates around a center of rotation. A Three-dimensional space object rotates around a line called an axis....
s about the origin of three-dimensional Euclidean space
Euclidean space

Around 300 Before Christ, the Ancient Greece mathematician Euclid undertook a study of relationships among distances and angles, first in a plane and then in space....
 R3 under the operation of composition. By definition, a rotation about the origin is a linear transformation
Linear transformation

In mathematics, a linear map is a function between two vector spaces that preserves the operations of vector addition and scalar multiplication....
 that preserves length
Length

Length is the long dimension of any object. The length of a thing is the distance between its ends, its linear extent as measured from end to end....
 of vectors (it is an isometry
Isometry

In mathematics, an isometry, isometric isomorphism or congruence mapping is a distance-preserving isomorphism between metric spaces....
) and preserves orientation
Orientation (mathematics)

In mathematics, an orientation on a real number vector space is a choice of which ordered basis are "positively" oriented and which are "negatively" oriented....
 (i.e. handedness) of space. A length-preserving transformation which reverses orientation is called an improper rotation
Improper rotation

In 3D geometry, an improper rotation, also called rotoreflection or rotary reflection is, depending on context, a linear transformation or affine transformation which is the combination of a rotation about an axis and a reflection in a plane perpendicular to the axis....
. Every improper rotation of three-dimensional Euclidean space is a reflection
Reflection (mathematics)

In mathematics, a reflection is a function that transforms an object into its mirror image. For example, a reflection of the small English letter p in respect to a vertical line would look like q....
 in a plane through the origin.

Composing two rotations results in another rotation; every rotation has a unique inverse rotation; and the identity map
Identity function

In mathematics, an identity function, also called identity map or identity transformation, is a function that always returns the same value that was used as its argument....
 satisfies the definition of a rotation. Owing to the above properties, the set of all rotations is a group
Group (mathematics)

In mathematics, a group is an algebraic structure consisting of a set together with an Binary operation that combines any two of its element to form a third element....
 under composition. Moreover, the rotation group has a natural manifold
Manifold

In mathematics, more specifically topology, a manifold is a topological space in which every point has a neighborhood which "resembles" Euclidean space....
 structure for which the group operations are smooth
Smooth function

In mathematical analysis, a differentiability class is a classification of function according to the properties of their derivatives. Higher order differentiability classes correspond to the existence of more derivatives....
; so it is in fact a Lie group
Lie group

In mathematics, a Lie group is a group which is also a differentiable manifold, with the property that the group operations are compatible with the Differential structure....
. The rotation group is often denoted SO(3) for reasons explained below.

Length and angle


Besides just preserving length, rotations also preserve the angle
Angle

In geometry and trigonometry, an angle is the figure formed by two Ray sharing a common endpoint, called the vertex of the angle . The magnitude of the angle is the "amount of rotation" that separates the two rays, and can be measured by considering the length of circular arc swept out when one ray is rotated about the vertex to coincide...
s between vectors. This follows from the fact that the standard dot product
Dot product

In mathematics, the dot product, also known as the scalar product, is an operation which takes two vector over the real numbers R and returns a real-valued scalar quantity....
 between two vectors u and v can be written purely in terms of length: It follows that any length-preserving transformation in R3 preserves the dot product, and thus the angle between vectors. Rotations are often defined as linear transformations that preserve the inner product on R3. This is equivalent to requiring them to preserve length.

Orthogonal and rotation matrices


Every rotation maps an orthonormal basis
Orthonormal basis

In mathematics, an orthonormal basis of an inner product space V , is a set of mutually orthogonality vectors of magnitude 1 that span the space when infinite linear combinations are allowed....
 of R3 to another orthonormal basis. Like any linear transformation, a rotation can always be represented by a matrix
Matrix (mathematics)

In mathematics, a matrix is a rectangular array of numbers, as shown at the right. In addition to a number of elementary, entrywise operations such as matrix addition a key notion is matrix multiplication....
. Let R be a given rotation. With respect to the standard basis
Standard basis

In mathematics, the standard basis of the -dimension Euclidean space Rn is the basis obtained by taking the basis vectorswhere is the vector with a in the th coordinate and elsewhere....
  of R3 the columns of R are given by . Since the standard basis is orthonormal, the columns of R form another orthonormal basis. This orthonormality condition can be expressed in the form where RT denotes the transpose
Transpose

In linear algebra, the transpose of a matrix A is another matrix AT created by any one of the following equivalent actions:...
 of R and I is the 3 × 3 identity matrix
Identity matrix

In linear algebra, the identity matrix or unit matrix of size n is the n-by-n square matrix with ones on the main diagonal and zeros elsewhere....
. Matrices for which this property holds are called orthogonal matrices
Orthogonal matrix

In matrix theory, a real number orthogonal matrix is a Matrix #Square matrices Q whose transpose is its inverse matrix:A special orthogonal matrix is an orthogonal matrix with determinant +1:...
. The group of all 3 × 3 orthogonal matrices is denoted O(3), and consists of all proper and improper rotations.

In addition to preserving length, proper rotations must also preserve orientation. A matrix will preserve or reverse orientation according to whether the determinant
Determinant

In algebra, a determinant is a function depending on n that associates a scalar , det, to an n?n square matrix A. The fundamental geometric meaning of a determinant is a scale factor for measure when A is regarded as a linear transformation....
 of the matrix is positive or negative. For an orthogonal matrix R, note that det RT = det R implies (det R)2 = 1 so that det R = ±1. The subgroup
Subgroup

In group theory, given a group G under a binary operation *, we say that some subset H of G is a subgroup of G if H also forms a group under the operation *....
 of orthogonal matrices with determinant +1 is called the special orthogonal group, denoted SO(3).

Thus every rotation can be represented uniquely by an orthogonal matrix with unit determinant. Moreover, since composition of rotations corresponds to matrix multiplication
Matrix multiplication

In mathematics, matrix multiplication is the operation of multiplying a matrix with either a scalar or another matrix. This article gives an overview of the various ways to perform matrix multiplication....
, the rotation group is isomorphic to the special orthogonal group SO(3).

Improper rotations correspond to orthogonal matrices with determinant −1, and they do not form a group because the product of two improper rotations is a proper rotation.

Group structure

The rotation group is a group
Group (mathematics)

In mathematics, a group is an algebraic structure consisting of a set together with an Binary operation that combines any two of its element to form a third element....
 under function composition
Function composition

In mathematics, a composite function represents the application of one function to the results of another. For instance, the functions and can be composed by first computing a f and then applying a function g to the output of f....
 (or equivalently the product of linear transformations). It is a subgroup
Subgroup

In group theory, given a group G under a binary operation *, we say that some subset H of G is a subgroup of G if H also forms a group under the operation *....
 of the general linear group
General linear group

In mathematics, the general linear group of degree n is the set of n×n invertible matrix, together with the operation of ordinary matrix multiplication....
 consisting of all invertible
Invertible matrix

In linear algebra, an n-by-n matrix A is called invertible or non-singular if there exists an n-by-n matrix B such that...
 linear transformations of Euclidean space.

Furthermore, the rotation group is nonabelian
Nonabelian group

In mathematics, a nonabelian group, also sometimes called a non-commutative group, is a group such that there are at least two elements a and b of G such that a * bb * a....
. That is, the order in which rotations are composed makes a difference. For example, a quarter turn around the positive x-axis followed by a quarter turn around the positive y-axis is a different rotation than the one obtained by first rotating around y and then x.

The orthogonal group, consisting of all proper and improper rotations, is generated by reflections. Every proper rotation is the composition of two reflections, a special case of the Cartan–Dieudonné theorem. Every improper rotation is a reflection.

Axis of rotation


Every nontrivial proper rotation in 3 dimensions fixes a unique 1-dimensional linear subspace of R3
Euclidean subspace

In linear algebra, a Euclidean subspace is a set of vector that is Closure under addition and scalar multiplication. Geometrically, a subspace is a flat in n-dimensional Euclidean space that passes through the origin....
 which is called the axis of rotation (this is Euler's rotation theorem
Euler's rotation theorem

In kinematics, Euler's rotation theorem states that, in three-dimensional space, any displacement of a rigid body such that a point on the rigid body remains fixed, is equivalent to a rotation about a fixed axis through that point....
). Each such rotation acts as an ordinary 2-dimensional rotation in the plane orthogonal to this axis. Since every 2-dimensional rotation can be represented by an angle φ, an arbitrary 3-dimensional rotation can be specified by an axis of rotation together with an angle of rotation about this axis. (Technically, one needs to specify an orientation for the axis and whether the rotation is taken to be clockwise or counterclockwise with respect to this orientation).

For example, counterclockwise rotation about the positive z-axis by angle φ is given by

Given a unit vector
Unit vector

In mathematics, a unit vector in a normed vector space is a Vector space whose Norm is 1 . A unit vector is often denoted by a lowercase letter with a superscribed caret or ?hat?, like this: ....
 n in R3 and an angle φ, let R(φ, n) represent a counterclockwise rotation about the axis through n (with orientation determined by n). Then
  • R(0, n) is the identity transformation for any n
  • R(φ, n) = R(−φ, −n)
  • R(π + φ, n) = R(π − φ, −n)


Using these properties one can show that any rotation can be represented by a unique angle φ in the range 0 ≤ φ ≤ π and a unit vector n such that
  • n is arbitrary if φ = 0
  • n is unique if 0 < φ < π
  • n is unique up to
    Up to

    In mathematics, the phrase "up to xxxx" indicates that members of an equivalence class are to be regarded as a single entity for some purpose. "xxxx" describes a property or process which transforms an element into one from the same equivalence class, i.e....
     a sign if φ = π (that is, the rotations R(π, ±n) are identical)


Topology


Consider the solid ball in R3 of radius π (that is, all points of R3 of distance π or less from the origin). Given the above, for every point in this ball there is a rotation, with axis through the point and the origin, and rotation angle equal to the distance of the point from the origin. The identity rotation corresponds to the point at the center of the ball. Rotation through angles between 0 and -π correspond to the point on the same axis and distance from the origin but on the opposite side of the origin. The one remaining issue is that the two rotations through π and through -π are the same. So we identify
Quotient space

In topology and related areas of mathematics, a quotient space is, intuitively speaking, the result of identifying or "gluing together" certain points of a given space....
 (or "glue together") antipodal point
Antipodal point

In mathematics, the antipodal point of a point on the surface of a sphere is the point which is diameter opposite it ? so situated that a line drawn from the one to the other passes through the centre of the sphere and forms a true diameter....
s on the surface of the ball. After this identification, we arrive at a topological space
Topological space

Topological spaces are mathematical structures that allow the formal definition of concepts such as convergence, connected space, and Continuous function ....
 homeomorphic to the rotation group.

Indeed, the ball with antipodal surface points identified is a smooth manifold, and this manifold is diffeomorphic
Diffeomorphism

In mathematics, a diffeomorphism is an isomorphism of smooth manifolds. It is an invertible function that map s one differentiable manifold to another, such that both the function and its inverse are smooth function....
 to the rotation group. It is also diffeomorphic to the real 3-dimensional projective space
Real projective space

In mathematics, real projective space, or RPn is the projective space of lines in Rn+1. It is a compact space, smooth manifold of dimension n, and a special case of a Grassmannian....
 RP3, so the latter can also serve as a topological model for the rotation group.

These identifications illustrate that SO(3) is connected
Connectedness

In mathematics, connectedness is used to refer to various properties meaning, in some sense, "all one piece". When a mathematical object has such a property, we say it is connected; otherwise it is disconnected....
 but not simply connected. As to the latter, in the ball with antipodal surface points identified, consider the path running from the "north pole" straight through the center down to the south pole. This is a closed loop, since the north pole and the south pole are identified. This loop cannot be shrunk to a point, since no matter how you deform the loop, the start and end point have to remain antipodal, or else the loop will "break open". In terms of rotations, this loop represents a continuous sequence of rotations about the z-axis starting and ending at the identity rotation (i.e. a series of rotation through an angle φ where φ runs from 0 to 2π).

Surprisingly, if you run through the path twice, i.e., from north pole down to south pole and back to the north pole so that φ runs from 0 to 4π, you get a closed loop which can be shrunk to a single point: first move the paths continuously to the ball's surface, still connecting north pole to south pole twice. The second half of the path can then be mirrored over to the antipodal side without changing the path at all. Now we have an ordinary closed loop on the surface of the ball, connecting the north pole to itself along a great circle. This circle can be shrunk to the north pole without problems.

The same argument can be performed in general, and it shows that the fundamental group
Fundamental group

In mathematics, more specifically algebraic topology, the fundamental group or Poincar? group is a group associated to any given pointed space that provides a way of determining when two paths, starting and ending at a fixed base point, can be continuously deformed into each other....
 of SO(3) is cyclic group
Cyclic group

In group theory, a cyclic group or monogenous group is a group that can be generating set of a group by a single element, in the sense that the group has an element g such that, when written multiplicatively, every element of the group is a power of g ....
 of order 2. In physics
Physics

Physics is the natural science which examines basic concepts such as energy, force, and spacetime and all that derives from these, such as mass, charge, matter and its Motion ....
 applications, the non-triviality of the fundamental group allows for the existence of objects known as spinor
Spinor

In mathematics and physics, in particular in the theory of the orthogonal groups , spinors are elements of a complex vector space introduced to expand the notion of spatial vector and tensor....
s, and is an important tool in the development of the spin-statistics theorem
Spin-statistics theorem

In quantum mechanics, the spin-statistics theorem relates the spin of a particle to the particle statistics obeyed by it. The spin of a particle is its intrinsic angular momentum ....
.

The universal cover of SO(3) is a Lie group
Lie group

In mathematics, a Lie group is a group which is also a differentiable manifold, with the property that the group operations are compatible with the Differential structure....
 called Spin(3). The group Spin(3) is isomorphic to the special unitary group
Special unitary group

In mathematics, the special unitary group of degree n, denoted SU, is the group of n×n unitary matrix Matrix with determinant 1....
 SU(2); it is also diffeomorphic to the unit 3-sphere
3-sphere

In mathematics, a '3-sphere' is a higher-dimensional analogue of a sphere. It consists of the set of points equidistant from a fixed central point in 4-dimensional Euclidean space....
 S3 and can be understood as the group of unit quaternions
Quaternion

Quaternions, in mathematics, are a non-commutative number system that extends the complex numbers. The quaternions were first described by Irish mathematician Sir William Rowan Hamilton in 1843 and applied to mechanics in three-dimensional space....
 (i.e. those with absolute value
Absolute value

In mathematics, the absolute value of a real number is its numerical value without regard to its Negative and non-negative numbers. So, for example, 3 is the absolute value of both 3 and -3....
 1). The connection between quaternions and rotations, commonly exploited in computer graphics
Computer graphics

Computer graphics are graphics created by computers and, more generally, the representation and manipulation of pictorial data by a computer....
, is explained in quaternions and spatial rotation
Quaternions and spatial rotation

quaternion provide a convenient mathematical notation for representing orientations and rotations of objects in three dimensions. Compared to Euler angles they are simpler to function composition and avoid the problem of gimbal lock....
s. The map from S3 onto SO(3) that identifies antipodal points of S3 is a surjective homomorphism
Homomorphism

In abstract algebra, a homomorphism is a structure-preserving map between two algebraic structures . The word homomorphism comes from the Greek language: ???? meaning "same" and ???f? meaning "shape"....
 of Lie groups, with kernel
Kernel (algebra)

In the various branches of mathematics that fall under the heading of abstract algebra, the kernel of a homomorphism measures the degree to which the homomorphism fails to be injective....
 . Topologically, this map is a two-to-one covering map
Covering map

File:PSTricks-Cubriente.pngIn mathematics, more specifically algebraic topology, a covering map is a continuous function surjective function p from a topological space, C, to a topological space, X, such that each point in X has a neighbourhood evenly covered by p....
.

Lie algebra

Since SO(3) is a Lie subgroup
Lie subgroup

In mathematics, a subgroup H of a Lie group G is a Lie subgroup if the inclusion map from H to G is smooth. In particular, this implies that the inclusion map from H to G is an immersion....
 of the general linear group
General linear group

In mathematics, the general linear group of degree n is the set of n×n invertible matrix, together with the operation of ordinary matrix multiplication....
 GL(3), its Lie algebra
Lie algebra

In mathematics, a Lie algebra is an algebraic structure whose main use is in studying geometric objects such as Lie groups and differentiable manifolds....
 can be identified with a Lie subalgebra of gl(3), the algebra of 3×3 matrices with the commutator given by

The condition that a matrix A belong to SO(3) is that

If is a one-parameter subgroup of SO(3), then differentiating (*) with respect to t gives

and so the Lie algebra so(3) consists of all skew-symmetric 3×3 matrices.

Representations of rotations


We have seen that there are a variety of ways to represent rotations:
  • as orthogonal matrices with determinant 1,
  • by axis and rotation angle
  • in quaternion
    Quaternion

    Quaternions, in mathematics, are a non-commutative number system that extends the complex numbers. The quaternions were first described by Irish mathematician Sir William Rowan Hamilton in 1843 and applied to mechanics in three-dimensional space....
     algebra with versor
    Versor

    In mathematics, a versor is a directed great-circle arc that corresponds to a quaternion of Norm one. In geometry and physics, a versor is sometimes defined as a unit vector indicating the Orientation of a directed axis or of another vector....
    s and the map S3 → SO(3)(see quaternions and spatial rotation
    Quaternions and spatial rotation

    quaternion provide a convenient mathematical notation for representing orientations and rotations of objects in three dimensions. Compared to Euler angles they are simpler to function composition and avoid the problem of gimbal lock....
    s).
Another method is to specify an arbitrary rotation by a sequence of rotations about some fixed axes. See:
  • Euler angles


See charts on SO(3)
Charts on SO(3)

In mathematics, the special orthogonal group in three dimensions, otherwise known as the rotation group SO, is a naturally occurring example of a manifold....
 for further discussion.

Generalizations


The rotation group generalizes quite naturally to n-dimensional Euclidean space
Euclidean space

Around 300 Before Christ, the Ancient Greece mathematician Euclid undertook a study of relationships among distances and angles, first in a plane and then in space....
, Rn. The group of all proper and improper rotations in n dimensions is called the orthogonal group
Orthogonal group

In mathematics, the orthogonal group of degree n over a field F is the group of n-by-n orthogonal matrix with entries from F, with the group operation that of matrix multiplication....
, O(n), and the subgroup of proper rotations is called the special orthogonal group, SO(n).

In special relativity
Special relativity

Special relativity is the physical theory of measurement in inertial frames of reference proposed in 1905 by Albert Einstein in the paper "Annus Mirabilis Papers#Special relativity"....
, one works in a 4-dimensional vector space, known as Minkowski space
Minkowski space

In physics and mathematics, Minkowski space is the mathematical setting in which Albert Einstein theory of special relativity is most conveniently formulated....
 rather than 3-dimensional Euclidean space. Unlike Euclidean space, Minkowski space has an inner product with an indefinite signature
Metric signature

The signature of a metric tensor is the number of positive and negative eigenvalues of the metric. That is, the corresponding real symmetric matrix is diagonalisation, and the diagonal entries of each sign counted....
. However, one can still define generalized rotations which preserve this inner product. Such generalized rotations are known as Lorentz transformation
Lorentz transformation

In physics, the Lorentz transformation converts between two different observers' measurements of space and time, where one observer is in constant motion with respect to the other....
s and the group of all such transformations is called the Lorentz group
Lorentz group

In physics , the Lorentz group is the group of all Lorentz transformations of Minkowski spacetime, the classical field theory setting for all physics....
.

The rotation group SO(3) can be described as a subgroup of E+(3)
Euclidean group

In mathematics, the Euclidean group E, sometimes called ISO or similar, is the symmetry group of n-dimensional Euclidean space. Its elements, the isometry associated with the Euclidean Metric , are called Euclidean moves....
, the Euclidean group
Euclidean group

In mathematics, the Euclidean group E, sometimes called ISO or similar, is the symmetry group of n-dimensional Euclidean space. Its elements, the isometry associated with the Euclidean Metric , are called Euclidean moves....
 of direct isometries
Euclidean group

In mathematics, the Euclidean group E, sometimes called ISO or similar, is the symmetry group of n-dimensional Euclidean space. Its elements, the isometry associated with the Euclidean Metric , are called Euclidean moves....
 of R3. This larger group is the group of all motions of a rigid body
Rigid body

In physics, a rigid body is an idealization of a solid Physical body of finite size in which deformation is neglected. In other words, the distance between any two given Point s of a rigid body remains constant in time regardless of external forces exerted on it....
: each of these is a combination of a rotation about an arbitrary axis and a translation along the axis, or put differently, a combination of an element of SO(3) and an arbitrary translation.

In general, the rotation group of an object is the symmetry group
Symmetry group

The symmetry group of an object is the group of all isometries under which it is invariant with Function composition as the operation. It is a subgroup of the isometry group of the space concerned....
 within the group of direct isometries; in other words, the intersection of the full symmetry group and the group of direct isometries. For chiral
Chirality (mathematics)

In geometry, a figure is chiral if it is not identical to its mirror image, or more particularly if it cannot be mapped to its mirror image by rotations and translations alone....
 objects it is the same as the full symmetry group.

See also