Isometry
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In mathematics, an isometry (or congruence, or congruent transformation) is a distance-preserving transformation between
metric space In mathematics, a metric space is a set together with a notion of '' distance'' between its elements, usually called points. The distance is measured by a function called a metric or distance function. Metric spaces are the most general set ...
s, usually assumed to be
bijective In mathematics, a bijection, also known as a bijective function, one-to-one correspondence, or invertible function, is a function between the elements of two sets, where each element of one set is paired with exactly one element of the other ...
. The word isometry is derived from the
Ancient Greek Ancient Greek includes the forms of the Greek language used in ancient Greece and the ancient world from around 1500 BC to 300 BC. It is often roughly divided into the following periods: Mycenaean Greek (), Dark Ages (), the Archaic p ...
: ἴσος ''isos'' meaning "equal", and μέτρον ''metron'' meaning "measure".


Introduction

Given a metric space (loosely, a set and a scheme for assigning distances between elements of the set), an isometry is a transformation which maps elements to the same or another metric space such that the distance between the image elements in the new metric space is equal to the distance between the elements in the original metric space. In a two-dimensional or three-dimensional
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, that is, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are Euclidean ...
, two geometric figures are
congruent Congruence may refer to: Mathematics * Congruence (geometry), being the same size and shape * Congruence or congruence relation, in abstract algebra, an equivalence relation on an algebraic structure that is compatible with the structure * In mod ...
if they are related by an isometry; the isometry that relates them is either a rigid motion (translation or rotation), or a
composition Composition or Compositions may refer to: Arts and literature *Composition (dance), practice and teaching of choreography *Composition (language), in literature and rhetoric, producing a work in spoken tradition and written discourse, to include v ...
of a rigid motion and a
reflection Reflection or reflexion may refer to: Science and technology * Reflection (physics), a common wave phenomenon ** Specular reflection, reflection from a smooth surface *** Mirror image, a reflection in a mirror or in water ** Signal reflection, in ...
. Isometries are often used in constructions where one space is embedded in another space. For instance, the completion of a metric space \ M\ involves an isometry from \ M\ into \ M'\ , a
quotient set In mathematics, when the elements of some set S have a notion of equivalence (formalized as an equivalence relation), then one may naturally split the set S into equivalence classes. These equivalence classes are constructed so that elements a ...
of the space of
Cauchy sequence In mathematics, a Cauchy sequence (; ), named after Augustin-Louis Cauchy, is a sequence whose elements become arbitrarily close to each other as the sequence progresses. More precisely, given any small positive distance, all but a finite numbe ...
s on \ M\ . The original space \ M\ is thus isometrically isomorphic to a subspace of a
complete metric space In mathematical analysis, a metric space is called complete (or a Cauchy space) if every Cauchy sequence of points in has a limit that is also in . Intuitively, a space is complete if there are no "points missing" from it (inside or at the bou ...
, and it is usually identified with this subspace. Other embedding constructions show that every metric space is isometrically isomorphic to a closed subset of some
normed vector space In mathematics, a normed vector space or normed space is a vector space over the real or complex numbers, on which a norm is defined. A norm is the formalization and the generalization to real vector spaces of the intuitive notion of "length ...
and that every complete metric space is isometrically isomorphic to a closed subset of some Banach space. An isometric surjective linear operator on a Hilbert space is called a unitary operator.


Definition

Let \ X\ and \ Y\ be
metric space In mathematics, a metric space is a set together with a notion of '' distance'' between its elements, usually called points. The distance is measured by a function called a metric or distance function. Metric spaces are the most general set ...
s with metrics (e.g., distances) \ d_X\ and \ d_Y\ . A
map A map is a symbolic depiction emphasizing relationships between elements of some space, such as objects, regions, or themes. Many maps are static, fixed to paper or some other durable medium, while others are dynamic or interactive. Although ...
\ f:X \to Y\ is called an isometry or distance preserving if for any \ a, b \in X\ one has :d_X(a,b)=d_Y\!\left(f(a),f(b)\right). An isometry is automatically injective; otherwise two distinct points, ''a'' and ''b'', could be mapped to the same point, thereby contradicting the coincidence axiom of the metric ''d''. This proof is similar to the proof that an order embedding between partially ordered sets is injective. Clearly, every isometry between metric spaces is a topological embedding. A global isometry, isometric isomorphism or congruence mapping is a
bijective In mathematics, a bijection, also known as a bijective function, one-to-one correspondence, or invertible function, is a function between the elements of two sets, where each element of one set is paired with exactly one element of the other ...
isometry. Like any other bijection, a global isometry has a function inverse. The inverse of a global isometry is also a global isometry. Two metric spaces ''X'' and ''Y'' are called isometric if there is a bijective isometry from ''X'' to ''Y''. The set of bijective isometries from a metric space to itself forms a
group A group is a number of persons or things that are located, gathered, or classed together. Groups of people * Cultural group, a group whose members share the same cultural identity * Ethnic group, a group whose members share the same ethnic ide ...
with respect to function composition, called the
isometry group In mathematics, the isometry group of a metric space is the set of all bijective isometries (i.e. bijective, distance-preserving maps) from the metric space onto itself, with the function composition as group operation. Its identity element is the ...
. There is also the weaker notion of ''path isometry'' or ''arcwise isometry'': A path isometry or arcwise isometry is a map which preserves the lengths of curves; such a map is not necessarily an isometry in the distance preserving sense, and it need not necessarily be bijective, or even injective. This term is often abridged to simply ''isometry'', so one should take care to determine from context which type is intended. ;Examples * Any
reflection Reflection or reflexion may refer to: Science and technology * Reflection (physics), a common wave phenomenon ** Specular reflection, reflection from a smooth surface *** Mirror image, a reflection in a mirror or in water ** Signal reflection, in ...
,
translation Translation is the communication of the meaning of a source-language text by means of an equivalent target-language text. The English language draws a terminological distinction (which does not exist in every language) between ''transla ...
and rotation is a global isometry on
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, that is, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are Euclidean ...
s. See also Euclidean group and . * The map \ x \mapsto , x, \ in \ \mathbb\ is a ''path isometry'' but not a (general) isometry. Note that unlike an isometry, this path isometry does not need to be injective.


Isometries between normed spaces

The following theorem is due to Mazur and Ulam. :Definition: The midpoint of two elements and in a vector space is the vector .


Linear isometry

Given two
normed vector space In mathematics, a normed vector space or normed space is a vector space over the real or complex numbers, on which a norm is defined. A norm is the formalization and the generalization to real vector spaces of the intuitive notion of "length ...
s V and W , a linear isometry is a linear map A : V \to W that preserves the norms: :\, Av\, = \, v\, for all \ v \in V\ . Linear isometries are distance-preserving maps in the above sense. They are global isometries if and only if they are surjective. In an inner product space, the above definition reduces to :\langle v, v \rangle = \langle Av, Av \rangle for all v \in V\ , which is equivalent to saying that \ A^\dagger A = \operatorname_V\ . This also implies that isometries preserve inner products, as :\langle A u, A v \rangle = \langle u, A^\dagger A v \rangle = \langle u, v \rangle\ . Linear isometries are not always unitary operators, though, as those require additionally that V = W and A A^\dagger = \operatorname_V\ . By the Mazur–Ulam theorem, any isometry of normed vector spaces over \mathbb is
affine Affine may describe any of various topics concerned with connections or affinities. It may refer to: * Affine, a relative by marriage in law and anthropology * Affine cipher, a special case of the more general substitution cipher * Affine comb ...
. ;Examples * A linear map from \mathbb^n to itself is an isometry (for the
dot product In mathematics, the dot product or scalar productThe term ''scalar product'' means literally "product with a scalar as a result". It is also used sometimes for other symmetric bilinear forms, for example in a pseudo-Euclidean space. is an alge ...
) if and only if its matrix is unitary.


Manifold

An isometry of a manifold is any (smooth) mapping of that manifold into itself, or into another manifold that preserves the notion of distance between points. The definition of an isometry requires the notion of a metric on the manifold; a manifold with a (positive-definite) metric is a Riemannian manifold, one with an indefinite metric is a
pseudo-Riemannian manifold In differential geometry, a pseudo-Riemannian manifold, also called a semi-Riemannian manifold, is a differentiable manifold with a metric tensor that is everywhere nondegenerate. This is a generalization of a Riemannian manifold in which the ...
. Thus, isometries are studied in
Riemannian geometry Riemannian geometry is the branch of differential geometry that studies Riemannian manifolds, smooth manifolds with a ''Riemannian metric'', i.e. with an inner product on the tangent space at each point that varies smoothly from point to point ...
. A local isometry from one (
pseudo The prefix pseudo- (from Greek ψευδής, ''pseudes'', "false") is used to mark something that superficially appears to be (or behaves like) one thing, but is something else. Subject to context, ''pseudo'' may connote coincidence, imitation, ...
-) Riemannian manifold to another is a map which pulls back the metric tensor on the second manifold to the metric tensor on the first. When such a map is also a
diffeomorphism In mathematics, a diffeomorphism is an isomorphism of smooth manifolds. It is an invertible function that maps one differentiable manifold to another such that both the function and its inverse are differentiable. Definition Given two ...
, such a map is called an isometry (or isometric isomorphism), and provides a notion of isomorphism ("sameness") in the
category Category, plural categories, may refer to: Philosophy and general uses *Categorization, categories in cognitive science, information science and generally * Category of being * ''Categories'' (Aristotle) * Category (Kant) * Categories (Peirce) ...
Rm of Riemannian manifolds.


Definition

Let \ R = (M, g)\ and \ R' = (M', g')\ be two (pseudo-)Riemannian manifolds, and let \ f : R \to R'\ be a diffeomorphism. Then \ f\ is called an isometry (or isometric isomorphism) if :\ g = f^ g', \ where \ f^ g'\ denotes the pullback of the rank (0, 2) metric tensor \ g'\ by \ f\ . Equivalently, in terms of the
pushforward The notion of pushforward in mathematics is "dual" to the notion of pullback, and can mean a number of different but closely related things. * Pushforward (differential), the differential of a smooth map between manifolds, and the "pushforward" op ...
\ f_\ , we have that for any two vector fields \ v, w\ on \ M\ (i.e. sections of the
tangent bundle In differential geometry, the tangent bundle of a differentiable manifold M is a manifold TM which assembles all the tangent vectors in M . As a set, it is given by the disjoint unionThe disjoint union ensures that for any two points and of ...
\ \mathrm M\ ), :\ g(v, w) = g' \left( f_ v, f_ w \right)\ . If \ f\ is a local diffeomorphism such that \ g = f^ g'\ , then f is called a local isometry.


Properties

A collection of isometries typically form a group, the
isometry group In mathematics, the isometry group of a metric space is the set of all bijective isometries (i.e. bijective, distance-preserving maps) from the metric space onto itself, with the function composition as group operation. Its identity element is the ...
. When the group is a
continuous group In mathematics, topological groups are logically the combination of Group (mathematics), groups and Topological space, topological spaces, i.e. they are groups and topological spaces at the same time, such that the Continuous function, continui ...
, the infinitesimal generators of the group are the Killing vector fields. The Myers–Steenrod theorem states that every isometry between two connected Riemannian manifolds is smooth (differentiable). A second form of this theorem states that the isometry group of a Riemannian manifold is a Lie group. Riemannian manifolds that have isometries defined at every point are called
symmetric space In mathematics, a symmetric space is a Riemannian manifold (or more generally, a pseudo-Riemannian manifold) whose group of symmetries contains an inversion symmetry about every point. This can be studied with the tools of Riemannian geometry, ...
s.


Generalizations

* Given a positive real number ε, an ε-isometry or almost isometry (also called a Hausdorff approximation) is a map \ f \colon X \to Y\ between metric spaces such that *# for x, x' \in X one has \ , d_Y(f(x),f(x')) - d_X(x,x'), < \varepsilon\ , and *# for any point y \in Y there exists a point \ x \in X with d_Y(y, f(x)) < \varepsilon\ :That is, an -isometry preserves distances to within and leaves no element of the codomain further than away from the image of an element of the domain. Note that -isometries are not assumed to be continuous. * The restricted isometry property characterizes nearly isometric matrices for sparse vectors. *
Quasi-isometry In mathematics, a quasi-isometry is a function between two metric spaces that respects large-scale geometry of these spaces and ignores their small-scale details. Two metric spaces are quasi-isometric if there exists a quasi-isometry between them. ...
is yet another useful generalization. * One may also define an element in an abstract unital C*-algebra to be an isometry: *:\ a \in \mathfrak\ is an isometry if and only if \ a^* \cdot a = 1\ . :Note that as mentioned in the introduction this is not necessarily a unitary element because one does not in general have that left inverse is a right inverse. * On a pseudo-Euclidean space, the term ''isometry'' means a linear bijection preserving magnitude. See also Quadratic spaces.


See also

*
Beckman–Quarles theorem In geometry, the Beckman–Quarles theorem, named after Frank S. Beckman and Donald A. Quarles Jr., states that if a transformation of the Euclidean plane or a higher-dimensional Euclidean space preserves unit distances, then it preserves all ...
* * The second dual of a Banach space as an isometric isomorphism *
Euclidean plane isometry In geometry, a Euclidean plane isometry is an isometry of the Euclidean plane, or more informally, a way of transforming the plane that preserves geometrical properties such as length. There are four types: translations, rotations, reflections, ...
*
Flat (geometry) In geometry, a flat or Euclidean subspace is a subset of a Euclidean space that is itself a Euclidean space (of lower dimension). The flats in two-dimensional space are points and lines, and the flats in three-dimensional space are points, lin ...
* Homeomorphism group *
Involution Involution may refer to: * Involute, a construction in the differential geometry of curves * '' Agricultural Involution: The Processes of Ecological Change in Indonesia'', a 1963 study of intensification of production through increased labour inpu ...
*
Isometry group In mathematics, the isometry group of a metric space is the set of all bijective isometries (i.e. bijective, distance-preserving maps) from the metric space onto itself, with the function composition as group operation. Its identity element is the ...
*
Motion (geometry) In geometry, a motion is an isometry of a metric space. For instance, a plane equipped with the Euclidean distance metric is a metric space in which a mapping associating congruent figures is a motion. More generally, the term ''motion'' is a s ...
* Myers–Steenrod theorem * 3D isometries that leave the origin fixed * Partial isometry *
Scaling (geometry) In affine geometry, uniform scaling (or isotropic scaling) is a linear transformation that enlarges (increases) or shrinks (diminishes) objects by a '' scale factor'' that is the same in all directions. The result of uniform scaling is simil ...
* Semidefinite embedding *
Space group In mathematics, physics and chemistry, a space group is the symmetry group of an object in space, usually in three dimensions. The elements of a space group (its symmetry operations) are the rigid transformations of an object that leave it uncha ...
*
Symmetry in mathematics Symmetry occurs not only in geometry, but also in other branches of mathematics. Symmetry is a type of invariance: the property that a mathematical object remains unchanged under a set of operations or transformations. Given a structured obje ...


Footnotes


References


Bibliography

* * * * * * * {{div col end Functions and mappings Metric geometry Symmetry Equivalence (mathematics) Riemannian geometry