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In mathematics, and especially
affine differential geometry Affine differential geometry is a type of differential geometry which studies invariants of volume-preserving affine transformations. The name ''affine differential geometry'' follows from Klein's Erlangen program. The basic difference between aff ...
, the affine focal set of a
smooth Smooth may refer to: Mathematics * Smooth function, a function that is infinitely differentiable; used in calculus and topology * Smooth manifold, a differentiable manifold for which all the transition maps are smooth functions * Smooth algebrai ...
submanifold In mathematics, a submanifold of a manifold ''M'' is a subset ''S'' which itself has the structure of a manifold, and for which the inclusion map satisfies certain properties. There are different types of submanifolds depending on exactly which ...
''M''
embedded Embedded or embedding (alternatively imbedded or imbedding) may refer to: Science * Embedding, in mathematics, one instance of some mathematical object contained within another instance ** Graph embedding * Embedded generation, a distributed ge ...
in a smooth
manifold In mathematics, a manifold is a topological space that locally resembles Euclidean space near each point. More precisely, an n-dimensional manifold, or ''n-manifold'' for short, is a topological space with the property that each point has a ...
''N'' is the
caustic Caustic most commonly refers to: * Causticity, a property of various corrosive substances ** Sodium hydroxide, sometimes called ''caustic soda'' ** Potassium hydroxide, sometimes called ''caustic potash'' ** Calcium oxide, sometimes called ''caust ...
generated by the affine normal lines. It can be realised as the bifurcation set of a certain family of
functions Function or functionality may refer to: Computing * Function key, a type of key on computer keyboards * Function model, a structured representation of processes in a system * Function object or functor or functionoid, a concept of object-orie ...
. The bifurcation set is the set of parameter values of the family which yield functions with degenerate singularities. This is not the same as the
bifurcation diagram In mathematics, particularly in dynamical systems, a bifurcation diagram shows the values visited or approached asymptotically (fixed points, periodic orbits, or chaotic attractors) of a system as a function of a bifurcation parameter in the sy ...
in
dynamical systems In mathematics, a dynamical system is a system in which a function describes the time dependence of a point in an ambient space. Examples include the mathematical models that describe the swinging of a clock pendulum, the flow of water in ...
. Assume that ''M'' is an ''n''- dimensional smooth
hypersurface In geometry, a hypersurface is a generalization of the concepts of hyperplane, plane curve, and surface. A hypersurface is a manifold or an algebraic variety of dimension , which is embedded in an ambient space of dimension , generally a Eucl ...
in real (''n''+1)-space. Assume that ''M'' has no points where the
second fundamental form In differential geometry, the second fundamental form (or shape tensor) is a quadratic form on the tangent plane of a smooth surface in the three-dimensional Euclidean space, usually denoted by \mathrm (read "two"). Together with the first fundame ...
is
degenerate Degeneracy, degenerate, or degeneration may refer to: Arts and entertainment * ''Degenerate'' (album), a 2010 album by the British band Trigger the Bloodshed * Degenerate art, a term adopted in the 1920s by the Nazi Party in Germany to descr ...
. From the article
affine differential geometry Affine differential geometry is a type of differential geometry which studies invariants of volume-preserving affine transformations. The name ''affine differential geometry'' follows from Klein's Erlangen program. The basic difference between aff ...
, there exists a unique
transverse Transverse may refer to: *Transverse engine, an engine in which the crankshaft is oriented side-to-side relative to the wheels of the vehicle *Transverse flute, a flute that is held horizontally * Transverse force (or ''Euler force''), the tangen ...
vector field over ''M''. This is the affine normal vector field, or the Blaschke normal field. A special (i.e. det = 1)
affine transformation In Euclidean geometry, an affine transformation or affinity (from the Latin, ''affinis'', "connected with") is a geometric transformation that preserves lines and parallelism, but not necessarily Euclidean distances and angles. More generall ...
of real (''n'' + 1)-space will carry the affine normal vector field of ''M'' onto the affine normal vector field of the image of ''M'' under the transformation.


Geometric interpretation

Consider a
local Local may refer to: Geography and transportation * Local (train), a train serving local traffic demand * Local, Missouri, a community in the United States * Local government, a form of public administration, usually the lowest tier of administrat ...
parametrisation of ''M''. Let U \subset \mathbb^ be an
open Open or OPEN may refer to: Music * Open (band), Australian pop/rock band * The Open (band), English indie rock band * ''Open'' (Blues Image album), 1969 * ''Open'' (Gotthard album), 1999 * ''Open'' (Cowboy Junkies album), 2001 * ''Open'' (Y ...
neighbourhood A neighbourhood (British English, Irish English, Australian English and Canadian English) or neighborhood (American English; American and British English spelling differences, see spelling differences) is a geographically localised community ...
of 0 with coordinates \mathbf = (u_1,\ldots,u_n), and let \mathbf : U \to \mathbb^ be a smooth parametrisation of ''M'' in a neighbourhood of one of its points. The affine normal vector field will be denoted by \mathbf. At each point of ''M'' it is
transverse Transverse may refer to: *Transverse engine, an engine in which the crankshaft is oriented side-to-side relative to the wheels of the vehicle *Transverse flute, a flute that is held horizontally * Transverse force (or ''Euler force''), the tangen ...
to the
tangent space In mathematics, the tangent space of a manifold generalizes to higher dimensions the notion of '' tangent planes'' to surfaces in three dimensions and ''tangent lines'' to curves in two dimensions. In the context of physics the tangent space to a ...
of ''M'', i.e. : \mathbf : U \to T_\mathbb^. \, For a fixed \mathbf_0 \in U the affine normal line to ''M'' at \mathbf(\mathbf_0) may be parametrised by ''t'' where : t \mapsto \mathbf(\mathbf_0) + t \mathbf(\mathbf_0). The affine focal set is given
geometrically 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 ca ...
as the infinitesimal
intersections In mathematics, the intersection of two or more objects is another object consisting of everything that is contained in all of the objects simultaneously. For example, in Euclidean geometry, when two lines in a plane are not parallel, their ...
of the ''n''-parameter family of affine normal lines. To calculate, choose an affine normal line, say at point ''p''; then look at the affine normal lines at points infinitesimally close to ''p'' and see if any intersect the one at ''p''. If ''p'' is infinitesimally close to \mathbf \in U, then it may be expressed as \mathbf + d\mathbf where d\mathbf represents the infinitesimal difference. Thus \mathbf(\mathbf) and \mathbf(\mathbf + d\mathbf) will be our ''p'' and its neighbour. Solve for ''t'' and d\mathbf. : \mathbf(\mathbf) + t \mathbf(\mathbf) = \mathbf(\mathbf + d\mathbf) + t \mathbf(\mathbf + d\mathbf). This can be done by using
power series In mathematics, a power series (in one variable) is an infinite series of the form \sum_^\infty a_n \left(x - c\right)^n = a_0 + a_1 (x - c) + a_2 (x - c)^2 + \dots where ''an'' represents the coefficient of the ''n''th term and ''c'' is a con ...
expansions, and is not too difficult; it is lengthy and has thus been omitted. Recalling from the article
affine differential geometry Affine differential geometry is a type of differential geometry which studies invariants of volume-preserving affine transformations. The name ''affine differential geometry'' follows from Klein's Erlangen program. The basic difference between aff ...
, the affine shape operator ''S'' is a type (1,1)-
tensor field In mathematics and physics, a tensor field assigns a tensor to each point of a mathematical space (typically a Euclidean space or manifold). Tensor fields are used in differential geometry, algebraic geometry, general relativity, in the analys ...
on ''M'', and is given by Sv = D_v\mathbf, where ''D'' is the
covariant derivative In mathematics, the covariant derivative is a way of specifying a derivative along tangent vectors of a manifold. Alternatively, the covariant derivative is a way of introducing and working with a connection on a manifold by means of a differ ...
on real (''n'' + 1)-space (for those well read: it is the usual
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), a ...
and
torsion Torsion may refer to: Science * Torsion (mechanics), the twisting of an object due to an applied torque * Torsion of spacetime, the field used in Einstein–Cartan theory and ** Alternatives to general relativity * Torsion angle, in chemistry Bio ...
free
connexion Connexion is a variant spelling of connection and may refer to: Technology and Internet * Connexion by Boeing, an in-flight online connectivity service * Connexions (now called OpenStax CNX), a repository of open educational resources started a ...
). The solutions to \mathbf(\mathbf) + t \mathbf(\mathbf) = \mathbf(\mathbf + d\mathbf) + t \mathbf(\mathbf + d\mathbf) are when 1/''t'' is an
eigenvalue In linear algebra, an eigenvector () or characteristic vector of a linear transformation is a nonzero vector that changes at most by a scalar factor when that linear transformation is applied to it. The corresponding eigenvalue, often denot ...
of ''S'' and that d\mathbf is a corresponding
eigenvector In linear algebra, an eigenvector () or characteristic vector of a linear transformation is a nonzero vector that changes at most by a scalar factor when that linear transformation is applied to it. The corresponding eigenvalue, often denote ...
. The eigenvalues of ''S'' are not always distinct: there may be repeated roots, there may be complex roots, and ''S'' may not always be diagonalisable. For 0 \le k \le /2/math>, where /math> denotes the greatest integer function, there will generically be (''n'' − 2''k'')-pieces of the affine focal set above each point ''p''. The −2''k'' corresponds to pairs of eigenvalues becoming complex (like the
solution Solution may refer to: * Solution (chemistry), a mixture where one substance is dissolved in another * Solution (equation), in mathematics ** Numerical solution, in numerical analysis, approximate solutions within specified error bounds * Solutio ...
to x^2 + a = 0 as ''a'' changes from negative to
positive Positive is a property of positivity and may refer to: Mathematics and science * Positive formula, a logical formula not containing negation * Positive number, a number that is greater than 0 * Plus sign, the sign "+" used to indicate a posi ...
). The affine focal set need not be made up of smooth hypersurfaces. In fact, for a
generic Generic or generics may refer to: In business * Generic term, a common name used for a range or class of similar things not protected by trademark * Generic brand, a brand for a product that does not have an associated brand or trademark, other ...
hypersurface ''M'', the affine focal set will have singularities. The singularities could be found by calculation, but that may be difficult, and there is no idea of what the singularity looks like up to
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 tw ...
. Using
singularity theory In mathematics, singularity theory studies spaces that are almost manifolds, but not quite. A string can serve as an example of a one-dimensional manifold, if one neglects its thickness. A singularity can be made by balling it up, dropping it ...
gives much more information.


Singularity theory approach

The idea here is to define a family of
functions Function or functionality may refer to: Computing * Function key, a type of key on computer keyboards * Function model, a structured representation of processes in a system * Function object or functor or functionoid, a concept of object-orie ...
over ''M''. The family will have the ambient real (''n'' + 1)-space as its parameter space, i.e. for each choice of ambient point there is function defined over ''M''. This family is the family of affine distance functions: : \Delta : \mathbb^ \times M \to \mathbb.\, Given an ambient point \mathbf and a surface point ''p'', it is possible to decompose the
chord Chord may refer to: * Chord (music), an aggregate of musical pitches sounded simultaneously ** Guitar chord a chord played on a guitar, which has a particular tuning * Chord (geometry), a line segment joining two points on a curve * Chord ( ...
joining ''p'' to \mathbf as a
tangential In geometry, the tangent line (or simply tangent) to a plane curve at a given point is the straight line that "just touches" the curve at that point. Leibniz defined it as the line through a pair of infinitely close points on the curve. More ...
component and a transverse component
parallel Parallel is a geometric term of location which may refer to: Computing * Parallel algorithm * Parallel computing * Parallel metaheuristic * Parallel (software), a UNIX utility for running programs in parallel * Parallel Sysplex, a cluster of I ...
to \mathbf. The value of Δ is given implicitly in the equation : \mathbf - p = Z(\mathbf,p) + \Delta(\mathbf,p) \mathbf(p) where ''Z'' is a
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 ele ...
. Now, what is sought is the bifurcation set of the family Δ, i.e. the ambient points for which the restricted function : \Delta : \ \times M \to \mathbb has degenerate singularity at some ''p''. A function has degenerate singularity if both the
Jacobian matrix In vector calculus, the Jacobian matrix (, ) of a vector-valued function of several variables is the matrix of all its first-order partial derivatives. When this matrix is square, that is, when the function takes the same number of variables ...
of first order
partial derivatives In mathematics, a partial derivative of a function of several variables is its derivative with respect to one of those variables, with the others held constant (as opposed to the total derivative, in which all variables are allowed to vary). P ...
and the
Hessian matrix In mathematics, the Hessian matrix or Hessian is a square matrix of second-order partial derivatives of a scalar-valued function, or scalar field. It describes the local curvature of a function of many variables. The Hessian matrix was developed ...
of second order partial derivatives have zero
determinant In mathematics, the determinant is a scalar value that is a function of the entries of a square matrix. It characterizes some properties of the matrix and the linear map represented by the matrix. In particular, the determinant is nonzero if ...
. To discover if the Jacobian matrix has zero determinant, differentiating the equation ''x - p = Z + ΔA'' is needed. Let ''X'' be a tangent vector to ''M'', and differentiate in that direction: : D_X(\mathbf-p) = D_X(Z + \Delta \mathbf), : -X = \nabla_XZ + h(X,Z)\mathbf + d_X\Delta \mathbf - \Delta SX , : (\nabla_XZ + (I - \Delta S)X) + (h(X,Z) + d_X\Delta)\mathbf = 0 , where ''I'' is the
identity Identity may refer to: * Identity document * Identity (philosophy) * Identity (social science) * Identity (mathematics) Arts and entertainment Film and television * Identity (1987 film), ''Identity'' (1987 film), an Iranian film * Identity ...
. This means that \nabla_XZ = (\Delta S - I)X and h(X,Z) = -d_X\Delta. The last equality says that we have the following equation of differential one-forms h(-,Z) = d\Delta. The Jacobian matrix will have zero determinant if, and only if, d\Delta is
degenerate Degeneracy, degenerate, or degeneration may refer to: Arts and entertainment * ''Degenerate'' (album), a 2010 album by the British band Trigger the Bloodshed * Degenerate art, a term adopted in the 1920s by the Nazi Party in Germany to descr ...
as a one-form, i.e. d_X\Delta = 0 for all tangent vectors ''X''. Since h(-,Z) = d\Delta it follows that d\Delta is degenerate if, and only if, h(-,Z) is degenerate. Since ''h'' is a non-degenerate two-form it follows that ''Z = 0''. Notice that since ''M'' has a non-degenerate second fundamental form it follows that ''h'' is a non-degenerate two-form. Since ''Z = 0'' the set of ambient points ''x'' for which the restricted function \Delta : \ \times M \to \mathbb has a singularity at some ''p'' is the affine normal line to ''M'' at ''p''. To compute the Hessian matrix, consider the differential two-form (X,Y) \mapsto d_Y(d_X\Delta). This is the two-form whose matrix representation is the Hessian matrix. It has already been seen that h(X,Z) = -d_X\Delta and that d_Y(d_X\Delta) = -d_Y(h(X,Z)). What remains is : (X,Y) \mapsto -d_Y(h(X,Z)) = -(\nabla_Yh)(X,Z) - h(\nabla_YX,Z) - h(X,\nabla_YZ) . Now assume that Δ has a singularity at ''p'', i.e. Z = 0, then we have the two-form : (X,Y) \mapsto - h(X,\nabla_YZ) . It also has been seen that \nabla_XZ = (\Delta S - I)X, and so the two-form becomes : (X,Y) \mapsto h(X,(I- \Delta S)Y) . This is degenerate as a two-form if, and only if, there exists non-zero ''X'' for which it is zero for all ''Y''. Since ''h'' is non-degenerate it must be that \det(I- \Delta S) = 0 and Y \in \ker(I- \Delta S). So the singularity is degenerate if, and only if, the ambient point ''x'' lies on the affine normal line to ''p'' and the reciprocal of its distance from ''p'' is an eigenvalue of ''S'', i.e. points \mathbf = p + t\mathbf where 1/''t'' is an eigenvalue of ''S''. The affine focal set!


Singular points

The affine focal set can be the following: : \ \ . To find the singular points, simply differentiate ''p + tA'' in some tangent direction ''X'': : D_X(p + t \mathbf) = (I-tS)X + d_Xt \mathbf. The affine focal set is singular if, and only if, there exists non-zero ''X'' such that D_X(p + t \mathbf{A}) = 0, i.e. if, and only if, ''X'' is an eigenvector of ''S'' and the derivative of ''t'' in that direction is zero. This means that the derivative of an affine
principal curvature In differential geometry, the two principal curvatures at a given point of a surface are the maximum and minimum values of the curvature as expressed by the eigenvalues of the shape operator at that point. They measure how the surface bends by ...
in its own affine principal direction is zero.


Local structure

Standard ideas can be used in singularity theory to classify, up to local diffeomorphism, the affine focal set. If the family of affine distance functions can be shown to be a certain kind of family then the local structure is known. The family of affine distance functions should be a versal unfolding of the singularities which arise. The affine focal set of a
plane curve In mathematics, a plane curve is a curve in a plane that may be either a Euclidean plane, an affine plane or a projective plane. The most frequently studied cases are smooth plane curves (including piecewise smooth plane curves), and algebraic ...
will generically consist of smooth pieces of curve and ordinary
cusp A cusp is the most pointed end of a curve. It often refers to cusp (anatomy), a pointed structure on a tooth. Cusp or CUSP may also refer to: Mathematics * Cusp (singularity), a singular point of a curve * Cusp catastrophe, a branch of bifurca ...
points (semi-cubical parabolae). The affine focal set of a surface in three-space will generically consist of smooth pieces of surface, cuspidal cylinder points (A_3), swallowtail points (A_4), purse points (D_4^+), and pyramid points (D_4^-). The A_k and D_k series are as in Arnold's
list A ''list'' is any set of items in a row. List or lists may also refer to: People * List (surname) Organizations * List College, an undergraduate division of the Jewish Theological Seminary of America * SC Germania List, German rugby uni ...
. The question of the local structure in much higher dimension is of great interest. For example, it is possible to construct a discrete list of singularity types (up to local diffeomorphism). In much higher dimensions, no such discrete list can be constructed, as there are functional moduli.


References

*
V. I. Arnold Vladimir Igorevich Arnold (alternative spelling Arnol'd, russian: link=no, Влади́мир И́горевич Арно́льд, 12 June 1937 – 3 June 2010) was a Soviet and Russian mathematician. While he is best known for the Kolmogorov–A ...
, S. M. Gussein-Zade and A. N. Varchenko, "Singularities of differentiable maps", Volume 1, Birkhäuser, 1985. * J. W. Bruce and P. J. Giblin, "Curves and singularities", Second edition, Cambridge University press, 1992. * T. E. Cecil, "Focal points and support functions", Geom. Dedicada 50, No. 3, 291 – 300, 1994. * D. Davis, "Affine differential geometry and singularity theory", PhD thesis, Liverpool, 2008. * K. Nomizu and Sasaki, "Affine differential geometry", Cambridge university press, 1994. Differential geometry