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In
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
and
theoretical physics Theoretical physics is a branch of physics that employs mathematical models and abstractions of physical objects and systems to rationalize, explain and predict natural phenomena. This is in contrast to experimental physics, which uses experim ...
, a pseudo-Euclidean space is a finite-
dimensional In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coordi ...
real -space together with a non- degenerate
quadratic form In mathematics, a quadratic form is a polynomial with terms all of degree two ("form" is another name for a homogeneous polynomial). For example, :4x^2 + 2xy - 3y^2 is a quadratic form in the variables and . The coefficients usually belong to a ...
. Such a quadratic form can, given a suitable choice of
basis Basis may refer to: Finance and accounting *Adjusted basis, the net cost of an asset after adjusting for various tax-related items *Basis point, 0.01%, often used in the context of interest rates *Basis trading, a trading strategy consisting of ...
, be applied to a vector , giving q(x) = \left(x_1^2 + \dots + x_k^2\right) - \left( x_^2 + \dots + x_n^2\right) which is called the ''scalar square'' of the vector . For
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, that is, in Euclid's Elements, Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics ther ...
s, , implying that the quadratic form is positive-definite. When , is an
isotropic quadratic form In mathematics, a quadratic form over a field ''F'' is said to be isotropic if there is a non-zero vector on which the form evaluates to zero. Otherwise the quadratic form is anisotropic. More precisely, if ''q'' is a quadratic form on a vector sp ...
, otherwise it is ''anisotropic''. Note that if , then , so that is a null vector. In a pseudo-Euclidean space with , unlike in a Euclidean space, there exist vectors with negative scalar square. As with the term ''Euclidean space'', the term ''pseudo-Euclidean space'' may be used to refer to an affine space or a
vector space In mathematics and physics, a vector space (also called a linear space) is a set whose elements, often called ''vectors'', may be added together and multiplied ("scaled") by numbers called '' scalars''. Scalars are often real numbers, but can ...
depending on the author, with the latter alternatively being referred to as a pseudo-Euclidean vector space (see point–vector distinction).


Geometry

The geometry of a pseudo-Euclidean space is consistent despite some properties of Euclidean space not applying, most notably that it is not a
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 settin ...
as explained below. The
affine structure 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 ...
is unchanged, and thus also the concepts
line Line most often refers to: * Line (geometry), object with zero thickness and curvature that stretches to infinity * Telephone line, a single-user circuit on a telephone communication system Line, lines, The Line, or LINE may also refer to: Arts ...
,
plane Plane(s) most often refers to: * Aero- or airplane, a powered, fixed-wing aircraft * Plane (geometry), a flat, 2-dimensional surface Plane or planes may also refer to: Biology * Plane (tree) or ''Platanus'', wetland native plant * Planes (gen ...
and, generally, of an affine subspace (
flat Flat or flats may refer to: Architecture * Flat (housing), an apartment in the United Kingdom, Ireland, Australia and other Commonwealth countries Arts and entertainment * Flat (music), a symbol () which denotes a lower pitch * Flat (soldier), ...
), as well as
line segment In geometry, a line segment is a part of a straight line that is bounded by two distinct end points, and contains every point on the line that is between its endpoints. The length of a line segment is given by the Euclidean distance between ...
s.


Positive, zero, and negative scalar squares

A null vector is a vector for which the quadratic form is zero. Unlike in a Euclidean space, such a vector can be non-zero, in which case it is self-
orthogonal In mathematics, orthogonality is the generalization of the geometric notion of ''perpendicularity''. By extension, orthogonality is also used to refer to the separation of specific features of a system. The term also has specialized meanings in ...
. If the quadratic form is indefinite, a pseudo-Euclidean space has a
linear cone In linear algebra, a ''cone''—sometimes called a linear cone for distinguishing it from other sorts of cones—is a subset of a vector space that is closed under scalar multiplication; that is, is a cone if x\in C implies sx\in C for every . W ...
of null vectors given by . When the pseudo-Euclidean space provides a model for
spacetime In physics, spacetime is a mathematical model that combines the three dimensions of space and one dimension of time into a single four-dimensional manifold. Spacetime diagrams can be used to visualize relativistic effects, such as why differen ...
(see
below Below may refer to: *Earth *Ground (disambiguation) *Soil *Floor *Bottom (disambiguation) Bottom may refer to: Anatomy and sex * Bottom (BDSM), the partner in a BDSM who takes the passive, receiving, or obedient role, to that of the top or ...
), the null cone is called the light cone of the origin. The null cone separates two
open set In mathematics, open sets are a generalization of open intervals in the real line. In a metric space (a set along with a distance defined between any two points), open sets are the sets that, with every point , contain all points that are suf ...
s, respectively for which and . If , then the set of vectors for which is connected. If , then it consists of two disjoint parts, one with and another with . Similar statements can be made for vectors for which if is replaced with .


Interval

The quadratic form corresponds to the square of a vector in the Euclidean case. To define the vector norm (and distance) in an
invariant Invariant and invariance may refer to: Computer science * Invariant (computer science), an expression whose value doesn't change during program execution ** Loop invariant, a property of a program loop that is true before (and after) each iteratio ...
manner, one has to get
square root In mathematics, a square root of a number is a number such that ; in other words, a number whose ''square'' (the result of multiplying the number by itself, or  ⋅ ) is . For example, 4 and −4 are square roots of 16, because . E ...
s of scalar squares, which leads to possibly imaginary distances; see
square root of negative numbers An imaginary number is a real number multiplied by the imaginary unit , is usually used in engineering contexts where has other meanings (such as electrical current) which is defined by its property . The square of an imaginary number is . Fo ...
. But even for a
triangle A triangle is a polygon with three Edge (geometry), edges and three Vertex (geometry), vertices. It is one of the basic shapes in geometry. A triangle with vertices ''A'', ''B'', and ''C'' is denoted \triangle ABC. In Euclidean geometry, an ...
with positive scalar squares of all three sides (whose square roots are real and positive), the triangle inequality does not hold in general. Hence terms ''norm'' and ''distance'' are avoided in pseudo-Euclidean geometry, which may be replaced with ''scalar square'' and ''interval'' respectively. Though, for a
curve In mathematics, a curve (also called a curved line in older texts) is an object similar to a line (geometry), line, but that does not have to be Linearity, straight. Intuitively, a curve may be thought of as the trace left by a moving point (ge ...
whose
tangent vector In mathematics, a tangent vector is a vector that is tangent to a curve or surface at a given point. Tangent vectors are described in the differential geometry of curves in the context of curves in R''n''. More generally, tangent vectors are eleme ...
s all have scalar squares of the same sign, the
arc length ARC may refer to: Business * Aircraft Radio Corporation, a major avionics manufacturer from the 1920s to the '50s * Airlines Reporting Corporation, an airline-owned company that provides ticket distribution, reporting, and settlement services * ...
is defined. It has important applications: see proper time, for example.


Rotations and spheres

The
rotations Rotation, or spin, is the circular movement of an object around a '' central axis''. A two-dimensional rotating object has only one possible central axis and can rotate in either a clockwise or counterclockwise direction. A three-dimensional ...
group of such space is indefinite orthogonal group , also denoted as without a reference to particular quadratic form. Such "rotations" preserve the form and, hence, the scalar square of each vector including whether it is positive, zero, or negative. Whereas Euclidean space has a unit sphere, pseudo-Euclidean space has the hypersurfaces and . Such a hypersurface, called a quasi-sphere, is preserved by the appropriate indefinite orthogonal group.


Symmetric bilinear form

The quadratic form gives rise to a symmetric bilinear form defined as follows: : \langle x, y\rangle = \tfrac12 (x + y) - q(x) - q(y)= \left(x_1 y_1 + \ldots + x_k y_k\right) - \left(x_y_ + \ldots + x_n y_n\right). The quadratic form can be expressed in terms of the bilinear form: . When , then and are
orthogonal In mathematics, orthogonality is the generalization of the geometric notion of ''perpendicularity''. By extension, orthogonality is also used to refer to the separation of specific features of a system. The term also has specialized meanings in ...
vectors of the pseudo-Euclidean space. This bilinear form is often referred to as the scalar product, and sometimes as "inner product" or "dot product", but it does not define an
inner product space In mathematics, an inner product space (or, rarely, a Hausdorff pre-Hilbert space) is a real vector space or a complex vector space with an operation called an inner product. The inner product of two vectors in the space is a scalar, often den ...
and it does not have the properties of 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 algebra ...
of Euclidean vectors. If and are orthogonal and , then is hyperbolic-orthogonal to . The
standard basis In mathematics, the standard basis (also called natural basis or canonical basis) of a coordinate vector space (such as \mathbb^n or \mathbb^n) is the set of vectors whose components are all zero, except one that equals 1. For example, in the c ...
of the real -space is
orthogonal In mathematics, orthogonality is the generalization of the geometric notion of ''perpendicularity''. By extension, orthogonality is also used to refer to the separation of specific features of a system. The term also has specialized meanings in ...
. There are no ortho''normal'' bases in a pseudo-Euclidean space for which the bilinear form is indefinite, because it cannot be used to define a vector norm.


Subspaces and orthogonality

For a (positive-dimensional) subspace of a pseudo-Euclidean space, when the quadratic form is restricted to , following three cases are possible: # is either positive or negative definite. Then, is essentially Euclidean (up to the sign of ). # is indefinite, but non-degenerate. Then, is itself pseudo-Euclidean. It is possible only if ; if , which means than is a
plane Plane(s) most often refers to: * Aero- or airplane, a powered, fixed-wing aircraft * Plane (geometry), a flat, 2-dimensional surface Plane or planes may also refer to: Biology * Plane (tree) or ''Platanus'', wetland native plant * Planes (gen ...
, then it is called a
hyperbolic plane In mathematics, hyperbolic geometry (also called Lobachevskian geometry or Bolyai– Lobachevskian geometry) is a non-Euclidean geometry. The parallel postulate of Euclidean geometry is replaced with: :For any given line ''R'' and point ''P'' ...
. # is degenerate. One of most jarring properties (for a Euclidean intuition) of pseudo-Euclidean vectors and flats is their
orthogonality In mathematics, orthogonality is the generalization of the geometric notion of ''perpendicularity''. By extension, orthogonality is also used to refer to the separation of specific features of a system. The term also has specialized meanings in ...
. When two non-zero
Euclidean vector In mathematics, physics, and engineering, a Euclidean vector or simply a vector (sometimes called a geometric vector or spatial vector) is a geometric object that has magnitude (or length) and direction. Vectors can be added to other vectors ac ...
s are orthogonal, they are not collinear. The intersections of any Euclidean
linear subspace In mathematics, and more specifically in linear algebra, a linear subspace, also known as a vector subspaceThe term ''linear subspace'' is sometimes used for referring to flats and affine subspaces. In the case of vector spaces over the reals, li ...
with its orthogonal complement is the subspace. But the definition from the previous subsection immediately implies that any vector of zero scalar square is orthogonal to itself. Hence, the isotropic line generated by a null vector ν is a subset of its orthogonal complement . The formal definition of the orthogonal complement of a vector subspace in a pseudo-Euclidean space gives a perfectly well-defined result, which satisfies the equality due to the quadratic form's non-degeneracy. It is just the condition : or, equivalently, all space, which can be broken if the subspace contains a null direction. While subspaces form a lattice, as in any vector space, this operation is not an
orthocomplementation In the mathematical discipline of order theory, a complemented lattice is a bounded lattice (with least element 0 and greatest element 1), in which every element ''a'' has a complement, i.e. an element ''b'' satisfying ''a'' ∨ ''b''&nbs ...
, in contrast to
inner product space In mathematics, an inner product space (or, rarely, a Hausdorff pre-Hilbert space) is a real vector space or a complex vector space with an operation called an inner product. The inner product of two vectors in the space is a scalar, often den ...
s. For a subspace composed ''entirely'' of null vectors (which means that the scalar square , restricted to , equals to ), always holds: : or, equivalently, . Such a subspace can have up to
dimension In physics and mathematics, the dimension of a Space (mathematics), mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any Point (geometry), point within it. Thus, a Line (geometry), lin ...
s. For a (positive) Euclidean -subspace its orthogonal complement is a -dimensional negative "Euclidean" subspace, and vice versa. Generally, for a -dimensional subspace consisting of positive and negative dimensions (see Sylvester's law of inertia for clarification), its orthogonal "complement" has positive and negative dimensions, while the rest ones are degenerate and form the intersection.


Parallelogram law and Pythagorean theorem

The parallelogram law takes the form :q(x) + q(y) = \tfrac12(q(x + y) + q(x - y)). Using the square of the sum identity, for an arbitrary triangle one can express the scalar square of the third side from scalar squares of two sides and their bilinear form product: :q(x + y) = q(x) + q(y) + 2\langle x, y \rangle. This demonstrates that, for orthogonal vectors, a pseudo-Euclidean analog of the
Pythagorean theorem In mathematics, the Pythagorean theorem or Pythagoras' theorem is a fundamental relation in Euclidean geometry between the three sides of a right triangle. It states that the area of the square whose side is the hypotenuse (the side opposite t ...
holds: :\langle x, y \rangle = 0 \Rightarrow q(x) + q(y) = q(x + y).


Angle

Generally, absolute value of the bilinear form on two vectors may be greater than , equal to it, or less. This causes similar problems with definition of
angle In Euclidean geometry, an angle is the figure formed by two Ray (geometry), rays, called the ''Side (plane geometry), sides'' of the angle, sharing a common endpoint, called the ''vertex (geometry), vertex'' of the angle. Angles formed by two ...
(see ) as appeared above for distances. If (only one positive term in ), then for vectors of positive scalar square: , \langle x, y\rangle, \ge \sqrt\,, which permits definition of the hyperbolic angle, an analog of angle between these vectors through
inverse hyperbolic cosine In mathematics, the inverse hyperbolic functions are the inverse functions of the hyperbolic functions. For a given value of a hyperbolic function, the corresponding inverse hyperbolic function provides the corresponding hyperbolic angle. The s ...
: \operatorname\frac\,. It corresponds to the distance on a -dimensional hyperbolic space. This is known as
rapidity In relativity, rapidity is commonly used as a measure for relativistic velocity. Mathematically, rapidity can be defined as the hyperbolic angle that differentiates two frames of reference in relative motion, each frame being associated with di ...
in the context of theory of relativity discussed
below Below may refer to: *Earth *Ground (disambiguation) *Soil *Floor *Bottom (disambiguation) Bottom may refer to: Anatomy and sex * Bottom (BDSM), the partner in a BDSM who takes the passive, receiving, or obedient role, to that of the top or ...
. Unlike Euclidean angle, it takes values from and equals to 0 for antiparallel vectors. There is no reasonable definition of the angle between a null vector and another vector (either null or non-null).


Algebra and tensor calculus

Like Euclidean spaces, every pseudo-Euclidean vector space generates a
Clifford algebra In mathematics, a Clifford algebra is an algebra generated by a vector space with a quadratic form, and is a unital associative algebra. As -algebras, they generalize the real numbers, complex numbers, quaternions and several other hyperc ...
. Unlike properties above, where replacement of to changed numbers but not
geometry Geometry (; ) is, with arithmetic, one of the oldest branches of mathematics. It is concerned with properties of space such as the distance, shape, size, and relative position of figures. A mathematician who works in the field of geometry is c ...
, the sign reversal of the quadratic form results in a distinct Clifford algebra, so for example and are not isomorphic. Just like over any vector space, there are pseudo-Euclidean
tensor In mathematics, a tensor is an algebraic object that describes a multilinear relationship between sets of algebraic objects related to a vector space. Tensors may map between different objects such as vectors, scalars, and even other tenso ...
s. Like with a Euclidean structure, there are
raising and lowering indices In mathematics and mathematical physics, raising and lowering indices are operations on tensors which change their type. Raising and lowering indices are a form of index manipulation in tensor expressions. Vectors, covectors and the metric Math ...
operators but, unlike the case with
Euclidean tensor In geometry and linear algebra, a Cartesian tensor uses an orthonormal basis to represent a tensor in a Euclidean space in the form of components. Converting a tensor's components from one such basis to another is through an orthogonal transformat ...
s, there is no bases where these operations do not change values of components. If there is a vector , the corresponding covariant vector is: : v_\alpha = q_ v^\beta\,, and with the standard-form : q_ = \begin I_ & 0 \\ 0 & -I_ \end the first components of are numerically the same as ones of , but the rest have opposite signs. The correspondence between contravariant and covariant tensors makes a tensor calculus on pseudo-Riemannian manifolds a generalization of one on Riemannian manifolds.


Examples

A very important pseudo-Euclidean space is Minkowski space, which is the mathematical setting in which
Albert Einstein Albert Einstein ( ; ; 14 March 1879 – 18 April 1955) was a German-born theoretical physicist, widely acknowledged to be one of the greatest and most influential physicists of all time. Einstein is best known for developing the theory ...
's theory of
special relativity In physics, the special theory of relativity, or special relativity for short, is a scientific theory regarding the relationship between space and time. In Albert Einstein's original treatment, the theory is based on two postulates: # The laws o ...
is formulated. For Minkowski space, and so that : q(x) = x_1^2 + x_2^2 + x_3^2 - x_4^2, The geometry associated with this pseudo-metric was investigated by
Poincaré Poincaré is a French surname. Notable people with the surname include: * Henri Poincaré (1854–1912), French physicist, mathematician and philosopher of science * Henriette Poincaré (1858-1943), wife of Prime Minister Raymond Poincaré * Luci ...
.B. A. Rosenfeld (1988) ''A History of Non-Euclidean Geometry'', page 266, Studies in the history of mathematics and the physical sciences #12, Springer Its rotation group is the Lorentz group. The Poincaré group includes also translations and plays the same role as
Euclidean group In mathematics, a Euclidean group is the group of (Euclidean) isometries of a Euclidean space \mathbb^n; that is, the transformations of that space that preserve the Euclidean distance between any two points (also called Euclidean transformations). ...
s of ordinary Euclidean spaces. Another pseudo-Euclidean space is the
plane Plane(s) most often refers to: * Aero- or airplane, a powered, fixed-wing aircraft * Plane (geometry), a flat, 2-dimensional surface Plane or planes may also refer to: Biology * Plane (tree) or ''Platanus'', wetland native plant * Planes (gen ...
consisting of
split-complex number In algebra, a split complex number (or hyperbolic number, also perplex number, double number) has two real number components and , and is written z=x+yj, where j^2=1. The ''conjugate'' of is z^*=x-yj. Since j^2=1, the product of a number wi ...
s, equipped with the quadratic form : \lVert z \rVert = z z^* = z^* z = x^2 - y^2. This is the simplest case of an indefinite pseudo-Euclidean space (, ) and the only one where the null cone dissects the space to ''four'' open sets. The group consists of so named hyperbolic rotations.


See also

* Pseudo-Riemannian manifold *
Hyperbolic equation In mathematics, a hyperbolic partial differential equation of order n is a partial differential equation (PDE) that, roughly speaking, has a well-posed initial value problem for the first n-1 derivatives. More precisely, the Cauchy problem can be ...
*
Hyperboloid model In geometry, the hyperboloid model, also known as the Minkowski model after Hermann Minkowski, is a model of ''n''-dimensional hyperbolic geometry in which points are represented by points on the forward sheet ''S''+ of a two-sheeted hyperboloid ...
* Paravector


Footnotes


References

* *Werner Greub (1963) ''Linear Algebra'', 2nd edition, §12.4 Pseudo-Euclidean Spaces, pp. 237–49, Springer-Verlag. *
Walter Noll Walter Noll (January 7, 1925 June 6, 2017) was a mathematician, and Professor Emeritus at Carnegie Mellon University. He is best known for developing mathematical tools of classical mechanics, thermodynamics, and continuum mechanics. Biography B ...
(1964) "Euclidean geometry and Minkowskian chronometry",
American Mathematical Monthly ''The American Mathematical Monthly'' is a mathematical journal founded by Benjamin Finkel in 1894. It is published ten times each year by Taylor & Francis for the Mathematical Association of America. The ''American Mathematical Monthly'' is an e ...
71:129–44. * * *{{cite book , last = Shafarevich , first = I. R. , author-link = Igor Shafarevich , author2 = A. O. Remizov , title = Linear Algebra and Geometry , publisher = Springer , year = 2012 , url = https://www.springer.com/mathematics/algebra/book/978-3-642-30993-9 , isbn = 978-3-642-30993-9


External links

* D.D. Sokolov (originator)
Pseudo-Euclidean space
Encyclopedia of Mathematics Lorentzian manifolds