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In
linear algebra Linear algebra is the branch of mathematics concerning linear equations such as :a_1x_1+\cdots +a_nx_n=b, linear maps such as :(x_1, \ldots, x_n) \mapsto a_1x_1+\cdots +a_nx_n, and their representations in vector spaces and through matrix (mathemat ...
, a squeeze mapping, also called a squeeze transformation, is a type of
linear map In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that p ...
that preserves Euclidean
area Area is the measure of a region's size on a surface. The area of a plane region or ''plane area'' refers to the area of a shape or planar lamina, while '' surface area'' refers to the area of an open surface or the boundary of a three-di ...
of regions in the
Cartesian plane In geometry, a Cartesian coordinate system (, ) in a plane is a coordinate system that specifies each point uniquely by a pair of real numbers called ''coordinates'', which are the signed distances to the point from two fixed perpendicular o ...
, but is ''not'' a
rotation Rotation or rotational/rotary motion is the circular movement of an object around a central line, known as an ''axis of rotation''. A plane figure can rotate in either a clockwise or counterclockwise sense around a perpendicular axis intersect ...
or
shear mapping In plane geometry, a shear mapping is an affine transformation that displaces each point in a fixed direction by an amount proportional to its signed distance function, signed distance from a given straight line, line parallel (geometry), paral ...
. For a fixed positive real number , the mapping :(x, y) \mapsto (ax, y/a) is the ''squeeze mapping'' with parameter . Since :\ is a
hyperbola In mathematics, a hyperbola is a type of smooth function, smooth plane curve, curve lying in a plane, defined by its geometric properties or by equations for which it is the solution set. A hyperbola has two pieces, called connected component ( ...
, if and , then and the points of the image of the squeeze mapping are on the same hyperbola as is. For this reason it is natural to think of the squeeze mapping as a hyperbolic rotation, as did
Émile Borel Félix Édouard Justin Émile Borel (; 7 January 1871 – 3 February 1956) was a French people, French mathematician and politician. As a mathematician, he was known for his founding work in the areas of measure theory and probability. Biograp ...
in 1914, by analogy with ''circular rotations'', which preserve circles.


Logarithm and hyperbolic angle

The squeeze mapping sets the stage for development of the concept of logarithms. The problem of finding the
area Area is the measure of a region's size on a surface. The area of a plane region or ''plane area'' refers to the area of a shape or planar lamina, while '' surface area'' refers to the area of an open surface or the boundary of a three-di ...
bounded by a hyperbola (such as is one of quadrature. The solution, found by
Grégoire de Saint-Vincent Grégoire de Saint-Vincent () - in Latin : Gregorius a Sancto Vincentio, in Dutch : Gregorius van St-Vincent - (8 September 1584 Bruges – 5 June 1667 Ghent) was a Flemish Jesuit and mathematician. He is remembered for his work on quadrature of ...
and
Alphonse Antonio de Sarasa Alphonse Antonio de Sarasa, SJ was a Jesuit mathematician who contributed to the understanding of logarithms, particularly as areas under a hyperbola. Biography Alphonse de Sarasa was born in 1618, in Nieuwpoort in Flanders. In 1632 he was ...
in 1647, required the
natural logarithm The natural logarithm of a number is its logarithm to the base of a logarithm, base of the e (mathematical constant), mathematical constant , which is an Irrational number, irrational and Transcendental number, transcendental number approxima ...
function, a new concept. Some insight into logarithms comes through
hyperbolic sector A hyperbolic sector is a region (mathematics), region of the Cartesian plane bounded by a hyperbola and two ray (geometry), rays from the origin to it. For example, the two points and on the Hyperbola#Rectangular hyperbola, rectangular hyperbol ...
s that are permuted by squeeze mappings while preserving their area. The area of a hyperbolic sector is taken as a measure of a hyperbolic angle associated with the sector. The hyperbolic angle concept is quite independent of the ordinary circular angle, but shares a property of invariance with it: whereas circular angle is invariant under rotation, hyperbolic angle is invariant under squeeze mapping. Both circular and hyperbolic angle generate
invariant measure In mathematics, an invariant measure is a measure that is preserved by some function. The function may be a geometric transformation. For examples, circular angle is invariant under rotation, hyperbolic angle is invariant under squeeze mappin ...
s but with respect to different transformation groups. The
hyperbolic function In mathematics, hyperbolic functions are analogues of the ordinary trigonometric functions, but defined using the hyperbola rather than the circle. Just as the points form a circle with a unit radius, the points form the right half of the ...
s, which take hyperbolic angle as argument, perform the role that circular functions play with the circular angle argument.


Group theory

In 1688, long before abstract
group theory In abstract algebra, group theory studies the algebraic structures known as group (mathematics), groups. The concept of a group is central to abstract algebra: other well-known algebraic structures, such as ring (mathematics), rings, field ( ...
, the squeeze mapping was described by
Euclid Speidell Euclid Speidell (died 1702) was an English customs official and mathematics teacher known for his writing on logarithms. Speidell published revised and expanded versions of texts by his father, John Speidell. He also published a book called ''Logar ...
in the terms of the day: "From a Square and an infinite company of Oblongs on a Superficies, each Equal to that square, how a curve is begotten which shall have the same properties or affections of any Hyperbola inscribed within a Right Angled Cone." If and are positive real numbers, the
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 ...
of their squeeze mappings is the squeeze mapping of their product. Therefore, the collection of squeeze mappings forms a
one-parameter group In mathematics, a one-parameter group or one-parameter subgroup usually means a continuous group homomorphism :\varphi : \mathbb \rightarrow G from the real line \mathbb (as an additive group) to some other topological group G. If \varphi is in ...
isomorphic to the
multiplicative group In mathematics and group theory, the term multiplicative group refers to one of the following concepts: *the group under multiplication of the invertible elements of a field, ring, or other structure for which one of its operations is referre ...
of
positive real numbers In mathematics, the set of positive real numbers, \R_ = \left\, is the subset of those real numbers that are greater than zero. The non-negative real numbers, \R_ = \left\, also include zero. Although the symbols \R_ and \R^ are ambiguously used fo ...
. An additive view of this group arises from consideration of hyperbolic sectors and their hyperbolic angles. From the point of view of the
classical group In mathematics, the classical groups are defined as the special linear groups over the reals \mathbb, the complex numbers \mathbb and the quaternions \mathbb together with special automorphism groups of Bilinear form#Symmetric, skew-symmetric an ...
s, the group of squeeze mappings is , the
identity component In mathematics, specifically group theory, the identity component of a group (mathematics) , group ''G'' (also known as its unity component) refers to several closely related notions of the largest connected space , connected subgroup of ''G'' co ...
of the
indefinite orthogonal group In mathematics, the indefinite orthogonal group, is the Lie group of all linear transformations of an ''n''-dimension (vector space), dimensional real number, real vector space that leave invariant a nondegenerate form, nondegenerate, symmetric bi ...
of 2Ă—2 real matrices preserving the
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 t ...
. This is equivalent to preserving the form via the
change of basis In mathematics, an ordered basis of a vector space of finite dimension allows representing uniquely any element of the vector space by a coordinate vector, which is a sequence of scalars called coordinates. If two different bases are conside ...
:x=u+v,\quad y=u-v\,, and corresponds geometrically to preserving hyperbolae. The perspective of the group of squeeze mappings as hyperbolic rotation is analogous to interpreting the group (the connected component of the definite
orthogonal group In mathematics, the orthogonal group in dimension , denoted , is the Group (mathematics), group of isometry, distance-preserving transformations of a Euclidean space of dimension that preserve a fixed point, where the group operation is given by ...
) preserving quadratic form as being ''circular rotations''. Note that the "" notation corresponds to the fact that the reflections :u \mapsto -u,\quad v \mapsto -v are not allowed, though they preserve the form (in terms of and these are and ; the additional "" in the hyperbolic case (as compared with the circular case) is necessary to specify the identity component because the group has connected components, while the group has components: has components, while only has 1. The fact that the squeeze transforms preserve area and orientation corresponds to the inclusion of subgroups – in this case – of the subgroup of hyperbolic rotations in the
special linear group In mathematics, the special linear group \operatorname(n,R) of degree n over a commutative ring R is the set of n\times n Matrix (mathematics), matrices with determinant 1, with the group operations of ordinary matrix multiplication and matrix ...
of transforms preserving area and orientation (a
volume form In mathematics, a volume form or top-dimensional form is a differential form of degree equal to the differentiable manifold dimension. Thus on a manifold M of dimension n, a volume form is an n-form. It is an element of the space of sections of t ...
). In the language of
Möbius transformation In geometry and complex analysis, a Möbius transformation of the complex plane is a rational function of the form f(z) = \frac of one complex number, complex variable ; here the coefficients , , , are complex numbers satisfying . Geometrically ...
s, the squeeze transformations are the hyperbolic elements in the classification of elements. A
geometric transformation In mathematics, a geometric transformation is any bijection of a set to itself (or to another such set) with some salient geometrical underpinning, such as preserving distances, angles, or ratios (scale). More specifically, it is a function wh ...
is called conformal when it preserves angles. Hyperbolic angle is defined using area under ''y'' = 1/''x''. Since squeeze mappings preserve areas of transformed regions such as
hyperbolic sector A hyperbolic sector is a region (mathematics), region of the Cartesian plane bounded by a hyperbola and two ray (geometry), rays from the origin to it. For example, the two points and on the Hyperbola#Rectangular hyperbola, rectangular hyperbol ...
s, the angle measure of sectors is preserved. Thus squeeze mappings are ''conformal'' in the sense of preserving hyperbolic angle.


Applications

Here some applications are summarized with historic references.


Relativistic spacetime

Spacetime geometry is conventionally developed as follows: Select (0,0) for a "here and now" in a spacetime. Light radiant left and right through this central event tracks two lines in the spacetime, lines that can be used to give coordinates to events away from (0,0). Trajectories of lesser velocity track closer to the original timeline (0,''t''). Any such velocity can be viewed as a zero velocity under a squeeze mapping called a
Lorentz boost In physics, the Lorentz transformations are a six-parameter family of linear transformations from a coordinate frame in spacetime to another frame that moves at a constant velocity relative to the former. The respective inverse transformation ...
. This insight follows from a study of
split-complex number In algebra, a split-complex number (or hyperbolic number, also perplex number, double number) is based on a hyperbolic unit satisfying j^2=1, where j \neq \pm 1. A split-complex number has two real number components and , and is written z=x+y ...
multiplications and the diagonal basis which corresponds to the pair of light lines. Formally, a squeeze preserves the hyperbolic metric expressed in the form ''xy''; in a different coordinate system. This application in the
theory of relativity The theory of relativity usually encompasses two interrelated physics theories by Albert Einstein: special relativity and general relativity, proposed and published in 1905 and 1915, respectively. Special relativity applies to all physical ph ...
was noted in 1912 by Wilson and Lewis, by Werner Greub, and by Louis Kauffman. Furthermore, the squeeze mapping form of Lorentz transformations was used by
Gustav Herglotz Gustav Herglotz (2 February 1881 – 22 March 1953) was a German Bohemian physicist best known for his works on the theory of relativity and seismology. Biography Gustav Ferdinand Joseph Wenzel Herglotz was born in Volary num. 28 to a public n ...
(1909/10) while discussing Born rigidity, and was popularized by Wolfgang Rindler in his textbook on relativity, who used it in his demonstration of their characteristic property. The term ''squeeze transformation'' was used in this context in an article connecting the
Lorentz group In physics and mathematics, the Lorentz group is the group of all Lorentz transformations of Minkowski spacetime, the classical and quantum setting for all (non-gravitational) physical phenomena. The Lorentz group is named for the Dutch physi ...
with
Jones calculus In optics, polarized light can be described using the Jones calculus, invented by R. C. Jones in 1941. Polarized light is represented by a Jones vector, and linear optical elements are represented by ''Jones matrices''. When light crosses an opt ...
in optics.


Corner flow

In
fluid dynamics In physics, physical chemistry and engineering, fluid dynamics is a subdiscipline of fluid mechanics that describes the flow of fluids – liquids and gases. It has several subdisciplines, including (the study of air and other gases in motion ...
one of the fundamental motions of an
incompressible flow In fluid mechanics, or more generally continuum mechanics, incompressible flow is a flow in which the material density does not vary over time. Equivalently, the divergence of an incompressible flow velocity is zero. Under certain conditions, t ...
involves
bifurcation Bifurcation or bifurcated may refer to: Science and technology * Bifurcation theory, the study of sudden changes in dynamical systems ** Bifurcation, of an incompressible flow, modeled by squeeze mapping the fluid flow * River bifurcation, the for ...
of a flow running up against an immovable wall. Representing the wall by the axis ''y'' = 0 and taking the parameter ''r'' = exp(''t'') where ''t'' is time, then the squeeze mapping with parameter ''r'' applied to an initial fluid state produces a flow with bifurcation left and right of the axis ''x'' = 0. The same
model A model is an informative representation of an object, person, or system. The term originally denoted the plans of a building in late 16th-century English, and derived via French and Italian ultimately from Latin , . Models can be divided in ...
gives fluid convergence when time is run backward. Indeed, the
area Area is the measure of a region's size on a surface. The area of a plane region or ''plane area'' refers to the area of a shape or planar lamina, while '' surface area'' refers to the area of an open surface or the boundary of a three-di ...
of any
hyperbolic sector A hyperbolic sector is a region (mathematics), region of the Cartesian plane bounded by a hyperbola and two ray (geometry), rays from the origin to it. For example, the two points and on the Hyperbola#Rectangular hyperbola, rectangular hyperbol ...
is invariant under squeezing. For another approach to a flow with hyperbolic streamlines, see . In 1989 Ottino described the "linear isochoric two-dimensional flow" as :v_1 = G x_2 \quad v_2 = K G x_1 where K lies in the interval minus;1, 1 The streamlines follow the curves :x_2^2 - K x_1^2 = \mathrm so negative ''K'' corresponds to an
ellipse In mathematics, an ellipse is a plane curve surrounding two focus (geometry), focal points, such that for all points on the curve, the sum of the two distances to the focal points is a constant. It generalizes a circle, which is the special ty ...
and positive ''K'' to a hyperbola, with the rectangular case of the squeeze mapping corresponding to ''K'' = 1. Stocker and Hosoi described their approach to corner flow as follows: :we suggest an alternative formulation to account for the corner-like geometry, based on the use of hyperbolic coordinates, which allows substantial analytical progress towards determination of the flow in a Plateau border and attached liquid threads. We consider a region of flow forming an angle of ''Ď€''/2 and delimited on the left and bottom by symmetry planes. Stocker and Hosoi then recall Moffatt's consideration of "flow in a corner between rigid boundaries, induced by an arbitrary disturbance at a large distance." According to Stocker and Hosoi, :For a free fluid in a square corner, Moffatt's (antisymmetric) stream function ... ndicatesthat hyperbolic coordinates are indeed the natural choice to describe these flows.


Bridge to transcendentals

The area-preserving property of squeeze mapping has an application in setting the foundation of the
transcendental function In mathematics, a transcendental function is an analytic function that does not satisfy a polynomial equation whose coefficients are functions of the independent variable that can be written using only the basic operations of addition, subtraction ...
s
natural logarithm The natural logarithm of a number is its logarithm to the base of a logarithm, base of the e (mathematical constant), mathematical constant , which is an Irrational number, irrational and Transcendental number, transcendental number approxima ...
and its inverse the exponential function: Definition: Sector(''a,b'') is the
hyperbolic sector A hyperbolic sector is a region (mathematics), region of the Cartesian plane bounded by a hyperbola and two ray (geometry), rays from the origin to it. For example, the two points and on the Hyperbola#Rectangular hyperbola, rectangular hyperbol ...
obtained with central rays to (''a'', 1/''a'') and (''b'', 1/''b''). Lemma: If ''bc'' = ''ad'', then there is a squeeze mapping that moves the sector(''a,b'') to sector(''c,d''). Proof: Take parameter ''r'' = ''c''/''a'' so that (''u,v'') = (''rx'', ''y''/''r'') takes (''a'', 1/''a'') to (''c'', 1/''c'') and (''b'', 1/''b'') to (''d'', 1/''d''). Theorem ( Gregoire de Saint-Vincent 1647) If ''bc'' = ''ad'', then the quadrature of the hyperbola ''xy'' = 1 against the asymptote has equal areas between ''a'' and ''b'' compared to between ''c'' and ''d''. Proof: An argument adding and subtracting triangles of area , one triangle being , shows the hyperbolic sector area is equal to the area along the asymptote. The theorem then follows from the lemma. Theorem (
Alphonse Antonio de Sarasa Alphonse Antonio de Sarasa, SJ was a Jesuit mathematician who contributed to the understanding of logarithms, particularly as areas under a hyperbola. Biography Alphonse de Sarasa was born in 1618, in Nieuwpoort in Flanders. In 1632 he was ...
1649) As area measured against the asymptote increases in arithmetic progression, the projections upon the asymptote increase in geometric sequence. Thus the areas form ''logarithms'' of the asymptote index. For instance, for a standard position angle which runs from (1, 1) to (''x'', 1/''x''), one may ask "When is the hyperbolic angle equal to one?" The answer is the
transcendental number In mathematics, a transcendental number is a real or complex number that is not algebraic: that is, not the root of a non-zero polynomial with integer (or, equivalently, rational) coefficients. The best-known transcendental numbers are and . ...
x = e. A squeeze with ''r'' = e moves the unit angle to one between (''e'', 1/''e'') and (''ee'', 1/''ee'') which subtends a sector also of area one. The
geometric progression A geometric progression, also known as a geometric sequence, is a mathematical sequence of non-zero numbers where each term after the first is found by multiplying the previous one by a fixed number called the ''common ratio''. For example, the s ...
: ''e'', ''e''2, ''e''3, ..., ''e''''n'', ... corresponds to the asymptotic index achieved with each sum of areas : 1,2,3, ..., ''n'',... which is a proto-typical
arithmetic progression An arithmetic progression or arithmetic sequence is a sequence of numbers such that the difference from any succeeding term to its preceding term remains constant throughout the sequence. The constant difference is called common difference of that ...
''A'' + ''nd'' where ''A'' = 0 and ''d'' = 1 .


Lie transform

Following
Pierre Ossian Bonnet Pierre Ossian Bonnet (; 22 December 1819, Montpellier – 22 June 1892, Paris) was a French mathematician. He made some important contributions to the differential geometry of surfaces, including the Gauss–Bonnet theorem. Biography Early yea ...
's (1867) investigations on surfaces of constant curvatures,
Sophus Lie Marius Sophus Lie ( ; ; 17 December 1842 – 18 February 1899) was a Norwegian mathematician. He largely created the theory of continuous symmetry and applied it to the study of geometry and differential equations. He also made substantial cont ...
(1879) found a way to derive new pseudospherical surfaces from a known one. Such surfaces satisfy the Sine-Gordon equation: :\frac=K\sin\Theta , where (s,\sigma) are asymptotic coordinates of two principal tangent curves and \Theta their respective angle. Lie showed that if \Theta=f(s,\sigma) is a solution to the Sine-Gordon equation, then the following squeeze mapping (now known as Lie transform) indicates other solutions of that equation: :\Theta=f\left(ms,\ \frac\right) . Lie (1883) noticed its relation to two other transformations of pseudospherical surfaces: The Bäcklund transform (introduced by Albert Victor Bäcklund in 1883) can be seen as the combination of a Lie transform with a Bianchi transform (introduced by Luigi Bianchi in 1879.) Such transformations of pseudospherical surfaces were discussed in detail in the lectures on
differential geometry Differential geometry is a Mathematics, mathematical discipline that studies the geometry of smooth shapes and smooth spaces, otherwise known as smooth manifolds. It uses the techniques of Calculus, single variable calculus, vector calculus, lin ...
by Gaston Darboux (1894), Luigi Bianchi (1894), or Luther Pfahler Eisenhart (1909). It is known that the Lie transforms (or squeeze mappings) correspond to Lorentz boosts in terms of light-cone coordinates, as pointed out by Terng and Uhlenbeck (2000): :''Sophus Lie observed that the SGE inus-Gordon equationis invariant under Lorentz transformations. In asymptotic coordinates, which correspond to light cone coordinates, a Lorentz transformation is (x,t)\mapsto\left(\tfracx,\lambda t\right).'' This can be represented as follows: :\begin-c^t^+x^=-c^t^+x^\\ \hline \beginct' & =ct\gamma-x\beta\gamma & & =ct\cosh\eta-x\sinh\eta\\ x' & =-ct\beta\gamma+x\gamma & & =-ct\sinh\eta+x\cosh\eta \end \\ \hline u=ct+x,\ v=ct-x,\ k=\sqrt=e^\\ u'=\frac,\ v'=kv\\ \hline u'v'=uv \end where ''k'' corresponds to the Doppler factor in Bondi ''k''-calculus, ''η'' is the
rapidity In special relativity, the classical concept of velocity is converted to rapidity to accommodate the limit determined by the speed of light. Velocities must be combined by Einstein's velocity-addition formula. For low speeds, rapidity and velo ...
.


See also

*
Indefinite orthogonal group In mathematics, the indefinite orthogonal group, is the Lie group of all linear transformations of an ''n''-dimension (vector space), dimensional real number, real vector space that leave invariant a nondegenerate form, nondegenerate, symmetric bi ...
*
Isochoric process In thermodynamics, an isochoric process, also called a constant-volume process, an isovolumetric process, or an isometric process, is a thermodynamic process during which the volume of the closed system undergoing such a process remains constant ...


References

* HSM Coxeter & SL Greitzer (1967) ''Geometry Revisited'', Chapter 4 Transformations, A genealogy of transformation. * P. S. Modenov and A. S. Parkhomenko (1965) ''Geometric Transformations'', volume one. See pages 104 to 106. *(see page 9 of e-link) * {{Wikiversity inline, Reciprocal Eigenvalues Affine geometry Conformal mappings Linear algebra Articles containing proofs Minkowski spacetime