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In the
differential geometry Differential geometry is a mathematical discipline that studies the geometry of smooth shapes and smooth spaces, otherwise known as smooth manifolds. It uses the techniques of differential calculus, integral calculus, linear algebra and mul ...
of
surface A surface, as the term is most generally used, is the outermost or uppermost layer of a physical object or space. It is the portion or region of the object that can first be perceived by an observer using the senses of sight and touch, and is ...
s, a Darboux frame is a natural moving frame constructed on a surface. It is the analog of the Frenet–Serret frame as applied to surface geometry. A Darboux frame exists at any non-
umbilic In the differential geometry of surfaces in three dimensions, umbilics or umbilical points are points on a surface that are locally spherical. At such points the normal curvatures in all directions are equal, hence, both principal curvatures are eq ...
point of a surface embedded in
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 ...
. It is named after French mathematician
Jean Gaston Darboux Jean-Gaston Darboux FAS MIF FRS FRSE (14 August 1842 – 23 February 1917) was a French mathematician. Life According this birth certificate he was born in Nîmes in France on 14 August 1842, at 1 am. However, probably due to the midnig ...
.


Darboux frame of an embedded curve

Let ''S'' be an oriented surface in three-dimensional Euclidean space E3. The construction of Darboux frames on ''S'' first considers frames moving along a curve in ''S'', and then specializes when the curves move in the direction of the
principal curvatures 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 d ...
.


Definition

At each point of an oriented surface, one may attach a
unit Unit may refer to: Arts and entertainment * UNIT, a fictional military organization in the science fiction television series ''Doctor Who'' * Unit of action, a discrete piece of action (or beat) in a theatrical presentation Music * ''Unit'' (a ...
normal vector In geometry, a normal is an object such as a line, ray, or vector that is perpendicular to a given object. For example, the normal line to a plane curve at a given point is the (infinite) line perpendicular to the tangent line to the curve ...
in a unique way, as soon as an orientation has been chosen for the normal at any particular fixed point. If is a curve in , parametrized by arc length, then the Darboux frame of is defined by : \mathbf(s) = \gamma'(s),    (the ''unit tangent'') : \mathbf(s) = \mathbf(\gamma(s)),    (the ''unit normal'') : \mathbf(s) = \mathbf(s) \times \mathbf(s),    (the ''tangent normal'') The triple defines a positively oriented
orthonormal basis In mathematics, particularly linear algebra, an orthonormal basis for an inner product space ''V'' with finite dimension is a basis for V whose vectors are orthonormal, that is, they are all unit vectors and orthogonal to each other. For exam ...
attached to each point of the curve: a natural moving frame along the embedded curve.


Geodesic curvature, normal curvature, and relative torsion

Note that a Darboux frame for a curve does not yield a natural moving frame on the surface, since it still depends on an initial choice of tangent vector. To obtain a moving frame on the surface, we first compare the Darboux frame of γ with its Frenet–Serret frame. Let * \mathbf(s) = \gamma'(s),    (the ''unit tangent'', as above) * \mathbf(s) = \frac,    (the ''Frenet normal vector'') * \mathbf(s) = \mathbf(s)\times\mathbf(s),    (the ''Frenet binormal vector''). Since the tangent vectors are the same in both cases, there is a unique angle α such that a rotation in the plane of N and B produces the pair t and u: : \begin \mathbf\\ \mathbf\\ \mathbf \end = \begin 1&0&0\\ 0&\cos\alpha&\sin\alpha\\ 0&-\sin\alpha&\cos\alpha \end \begin \mathbf\\ \mathbf\\ \mathbf \end. Taking a differential, and applying the Frenet–Serret formulas yields :\begin \mathrm\begin \mathbf\\ \mathbf\\ \mathbf \end &= \begin 0&\kappa\cos\alpha\, \mathrms&-\kappa\sin\alpha\, \mathrms\\ -\kappa\cos\alpha\, \mathrms&0&\tau \, \mathrms + \mathrm\alpha\\ \kappa\sin\alpha\, \mathrms&-\tau \, \mathrms - \mathrm\alpha&0 \end \begin \mathbf\\ \mathbf\\ \mathbf \end \\ &= \begin 0&\kappa_g \, \mathrms&\kappa_n \, \mathrms\\ -\kappa_g \, \mathrms&0&\tau_r \, \mathrms\\ -\kappa_n \, \mathrms&-\tau_r \, \mathrms&0 \end \begin \mathbf\\ \mathbf\\ \mathbf \end \end where: * κ''g'' is the
geodesic curvature In Riemannian geometry, the geodesic curvature k_g of a curve \gamma measures how far the curve is from being a geodesic. For example, for 1D curves on a 2D surface embedded in 3D space, it is the curvature of the curve projected onto the surface's ...
of the curve, * κ''n'' is the normal curvature of the curve, and * τ''r'' is the relative torsion (also called geodesic torsion) of the curve.


Darboux frame on a surface

This section specializes the case of the Darboux frame on a curve to the case when the curve is a
principal curve Principal may refer to: Title or rank * Principal (academia), the chief executive of a university ** Principal (education), the office holder/ or boss in any school * Principal (civil service) or principal officer, the senior management level i ...
of the surface (a ''line of curvature''). In that case, since the principal curves are canonically associated to a surface at all non-
umbilic In the differential geometry of surfaces in three dimensions, umbilics or umbilical points are points on a surface that are locally spherical. At such points the normal curvatures in all directions are equal, hence, both principal curvatures are eq ...
points, the Darboux frame is a canonical moving frame.


The trihedron

The introduction of the trihedron (or ''trièdre''), an invention of Darboux, allows for a conceptual simplification of the problem of moving frames on curves and surfaces by treating the coordinates of the point on the curve and the frame vectors in a uniform manner. A trihedron consists of a point P in Euclidean space, and three orthonormal vectors e1, e2, and e3 based at the point P. A moving trihedron is a trihedron whose components depend on one or more parameters. For example, a trihedron moves along a curve if the point P depends on a single parameter ''s'', and P(''s'') traces out the curve. Similarly, if P(''s'',''t'') depends on a pair of parameters, then this traces out a surface. A trihedron is said to be adapted to a surface if P always lies on the surface and e3 is the oriented unit normal to the surface at P. In the case of the Darboux frame along an embedded curve, the quadruple : (P(''s'') = γ(''s''), e1(''s'') = T(''s''), e2(''s'') = t(''s''), e3(''s'') = u(''s'')) defines a tetrahedron adapted to the surface into which the curve is embedded. In terms of this trihedron, the structural equations read : \mathrm\begin \mathbf\\ \mathbf\\ \mathbf\\ \mathbf \end = \begin 0&\mathrms&0&0\\ 0&0&\kappa_g \, \mathrms&\kappa_n \, \mathrms\\ 0&-\kappa_g \, \mathrms&0&\tau_r \, \mathrms\\ 0&-\kappa_n \, \mathrms&-\tau_r \, \mathrms&0 \end \begin \mathbf\\ \mathbf\\ \mathbf\\ \mathbf \end.


Change of frame

Suppose that any other adapted trihedron :(P, e1, e2, e3) is given for the embedded curve. Since, by definition, P remains the same point on the curve as for the Darboux trihedron, and e3 = u is the unit normal, this new trihedron is related to the Darboux trihedron by a rotation of the form : \begin \mathbf\\ \mathbf_1\\ \mathbf_2\\ \mathbf_3 \end = \begin 1&0&0&0\\ 0&\cos\theta&\sin\theta&0\\ 0&-\sin\theta&\cos\theta&0\\ 0&0&0&1 \end \begin \mathbf\\ \mathbf\\ \mathbf\\ \mathbf \end where θ = θ(''s'') is a function of ''s''. Taking a differential and applying the Darboux equation yields : \begin \mathrm\mathbf & = \mathbf \mathrms = \omega^1\mathbf_1+\omega^2\mathbf_2\\ \mathrm\mathbf_i & = \sum_j \omega^j_i\mathbf_j \end where the (ωiij) are functions of ''s'', satisfying : \begin \omega^1 & = \cos\theta \, \mathrms,\quad \omega^2 = -\sin\theta \, \mathrms\\ \omega_i^j & = -\omega_j^i\\ \omega_1^2 & = \kappa_g \, \mathrms + \mathrm\theta\\ \omega_1^3 & = (\kappa_n\cos\theta + \tau_r\sin\theta) \, \mathrms\\ \omega_2^3 & = -(\kappa_n\sin\theta + \tau_r\cos\theta) \, \mathrms \end


Structure equations

The
Poincaré lemma In mathematics, especially vector calculus and differential topology, a closed form is a differential form ''α'' whose exterior derivative is zero (), and an exact form is a differential form, ''α'', that is the exterior derivative of another diff ...
, applied to each double differential ddP, dde''i'', yields the following Cartan structure equations. From ddP = 0, : \begin \mathrm\omega^1 & =\omega^2\wedge\omega_2^1\\ \mathrm\omega^2 & =\omega^1\wedge\omega_1^2\\ 0 & =\omega^1\wedge\omega_1^3+\omega^2\wedge\omega_2^3 \end From ddei = 0, : \begin \mathrm\omega_1^2 & =\omega_1^3\wedge\omega_3^2\\ \mathrm\omega_1^3 & =\omega_1^2\wedge\omega_2^3\\ \mathrm\omega_2^3 & =\omega_2^1\wedge\omega_1^3 \end The latter are the Gauss–Codazzi equations for the surface, expressed in the language of differential forms.


Principal curves

Consider 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 fundamen ...
of ''S''. This is the symmetric 2-form on ''S'' given by : \mathrm = -\mathrm\mathbf\cdot \mathrm\mathbf = \omega_1^3\odot\omega^1 + \omega_2^3\odot\omega^2 =\begin\omega^1 & \omega^2\end \begin ii_&ii_\\ ii_&ii_ \end \begin\omega^1\\\omega^2\end. By the
spectral theorem In mathematics, particularly linear algebra and functional analysis, a spectral theorem is a result about when a linear operator or matrix can be diagonalized (that is, represented as a diagonal matrix in some basis). This is extremely useful be ...
, there is some choice of frame (ei) in which (''ii''ij) is a
diagonal matrix In linear algebra, a diagonal matrix is a matrix in which the entries outside the main diagonal are all zero; the term usually refers to square matrices. Elements of the main diagonal can either be zero or nonzero. An example of a 2×2 diagonal m ...
. The
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 denoted ...
s are the
principal curvatures 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 d ...
of the surface. A diagonalizing frame a1, a2, a3 consists of the normal vector a3, and two principal directions a1 and a2. This is called a Darboux frame on the surface. The frame is canonically defined (by an ordering on the eigenvalues, for instance) away from the
umbilic In the differential geometry of surfaces in three dimensions, umbilics or umbilical points are points on a surface that are locally spherical. At such points the normal curvatures in all directions are equal, hence, both principal curvatures are eq ...
s of the surface.


Moving frames

The Darboux frame is an example of a natural moving frame defined on a surface. With slight modifications, the notion of a moving frame can be generalized to a
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 Euclidean ...
in an ''n''-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 ...
, or indeed any embedded
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 ...
. This generalization is among the many contributions of
Élie Cartan Élie Joseph Cartan (; 9 April 1869 – 6 May 1951) was an influential French mathematician who did fundamental work in the theory of Lie groups, differential systems (coordinate-free geometric formulation of PDEs), and differential geometry ...
to the method of moving frames.


Frames on Euclidean space

A (Euclidean) frame on the Euclidean space E''n'' is a higher-dimensional analog of the trihedron. It is defined to be an (''n'' + 1)-tuple of vectors drawn from E''n'', (''v''; ''f''1, ..., ''f''''n''), where: * ''v'' is a choice of
origin Origin(s) or The Origin may refer to: Arts, entertainment, and media Comics and manga * ''Origin'' (comics), a Wolverine comic book mini-series published by Marvel Comics in 2002 * ''The Origin'' (Buffy comic), a 1999 ''Buffy the Vampire Sl ...
of E''n'', and * (''f''1, ..., ''f''''n'') is an
orthonormal basis In mathematics, particularly linear algebra, an orthonormal basis for an inner product space ''V'' with finite dimension is a basis for V whose vectors are orthonormal, that is, they are all unit vectors and orthogonal to each other. For exam ...
of the vector space based at ''v''. Let ''F''(''n'') be the ensemble of all Euclidean frames. The
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) ...
acts on ''F''(''n'') as follows. Let φ ∈ Euc(''n'') be an element of the Euclidean group decomposing as :\phi(x) = Ax + x_0 where ''A'' is an
orthogonal transformation In linear algebra, an orthogonal transformation is a linear transformation ''T'' : ''V'' → ''V'' on a real inner product space ''V'', that preserves the inner product. That is, for each pair of elements of ''V'', we ha ...
and ''x''0 is a translation. Then, on a frame, :\phi(v;f_1,\dots,f_n) := (\phi(v);Af_1, \dots, Af_n). Geometrically, the affine group moves the origin in the usual way, and it acts via a rotation on the orthogonal basis vectors since these are "attached" to the particular choice of origin. This is an effective and transitive group action, so ''F''(''n'') is a
principal homogeneous space In mathematics, a principal homogeneous space, or torsor, for a group ''G'' is a homogeneous space ''X'' for ''G'' in which the stabilizer subgroup of every point is trivial. Equivalently, a principal homogeneous space for a group ''G'' is a non- ...
of Euc(''n'').


Structure equations

Define the following system of functions ''F''(''n'') → E''n'': :\begin P(v; f_1,\dots, f_n) & = v\\ e_i(v; f_1,\dots, f_n) & = f_i, \qquad i=1,2,\dots,n. \end The projection operator ''P'' is of special significance. The inverse image of a point ''P''−1(''v'') consists of all orthonormal bases with basepoint at ''v''. In particular, ''P'' : ''F''(''n'') → E''n'' presents ''F''(''n'') as a
principal bundle In mathematics, a principal bundle is a mathematical object that formalizes some of the essential features of the Cartesian product X \times G of a space X with a group G. In the same way as with the Cartesian product, a principal bundle P is equi ...
whose structure group is the
orthogonal group In mathematics, the orthogonal group in dimension , denoted , is the group of distance-preserving transformations of a Euclidean space of dimension that preserve a fixed point, where the group operation is given by composing transformations. ...
O(''n''). (In fact this principal bundle is just the tautological bundle of the homogeneous space ''F''(''n'') → ''F''(''n'')/O(''n'') = E''n''.) The
exterior derivative On a differentiable manifold, the exterior derivative extends the concept of the differential of a function to differential forms of higher degree. The exterior derivative was first described in its current form by Élie Cartan in 1899. The r ...
of ''P'' (regarded as a
vector-valued differential form In mathematics, a vector-valued differential form on a manifold ''M'' is a differential form on ''M'' with values in a vector space ''V''. More generally, it is a differential form with values in some vector bundle ''E'' over ''M''. Ordinary diffe ...
) decomposes uniquely as :\mathrmP = \sum_i \omega^ie_i,\, for some system of scalar valued
one-form In differential geometry, a one-form on a differentiable manifold is a smooth section of the cotangent bundle. Equivalently, a one-form on a manifold M is a smooth mapping of the total space of the tangent bundle of M to \R whose restriction to ...
s ωi. Similarly, there is an ''n'' × ''n''
matrix Matrix most commonly refers to: * ''The Matrix'' (franchise), an American media franchise ** ''The Matrix'', a 1999 science-fiction action film ** "The Matrix", a fictional setting, a virtual reality environment, within ''The Matrix'' (franchis ...
of one-forms (ωij) such that :\mathrme_i = \sum_j \omega_i^je_j. Since the ''e''i are orthonormal under the
inner product 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 de ...
of Euclidean space, the matrix of 1-forms ωij is skew-symmetric. In particular it is determined uniquely by its upper-triangular part (ω''j''''i'' , ''i'' < ''j''). The system of ''n''(''n'' + 1)/2 one-forms (ωi, ω''j''''i'' (''i''<''j'')) gives an absolute parallelism of ''F''(''n''), since the coordinate differentials can each be expressed in terms of them. Under the action of the Euclidean group, these forms transform as follows. Let φ be the Euclidean transformation consisting of a translation ''v''i and rotation matrix (''A''''j''''i''). Then the following are readily checked by the invariance of the exterior derivative under
pullback In mathematics, a pullback is either of two different, but related processes: precomposition and fiber-product. Its dual is a pushforward. Precomposition Precomposition with a function probably provides the most elementary notion of pullback: i ...
: :\phi^*(\omega^i) = (A^)_j^i\omega^j :\phi^*(\omega_j^i) = (A^)_p^i\, \omega_q^p\, A_j^q. Furthermore, by the
Poincaré lemma In mathematics, especially vector calculus and differential topology, a closed form is a differential form ''α'' whose exterior derivative is zero (), and an exact form is a differential form, ''α'', that is the exterior derivative of another diff ...
, one has the following structure equations :\mathrm\omega^i = -\omega_j^i\wedge\omega^j :\mathrm\omega_j^i = -\omega^i_k\wedge\omega^k_j.


Adapted frames and the Gauss–Codazzi equations

Let φ : ''M'' → E''n'' be an embedding of a ''p''-dimensional
smooth manifold In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas). One ma ...
into a Euclidean space. The space of adapted frames on ''M'', denoted here by ''F''φ(''M'') is the collection of tuples (''x''; ''f''1,...,''f''n) where ''x'' ∈ ''M'', and the ''f''i form an orthonormal basis of E''n'' such that ''f''1,...,''f''''p'' are tangent to φ(''M'') at φ(''v''). Several examples of adapted frames have already been considered. The first vector T of the Frenet–Serret frame (T, N, B) is tangent to a curve, and all three vectors are mutually orthonormal. Similarly, the Darboux frame on a surface is an orthonormal frame whose first two vectors are tangent to the surface. Adapted frames are useful because the invariant forms (ωiji) pullback along φ, and the structural equations are preserved under this pullback. Consequently, the resulting system of forms yields structural information about how ''M'' is situated inside Euclidean space. In the case of the Frenet–Serret frame, the structural equations are precisely the Frenet–Serret formulas, and these serve to classify curves completely up to Euclidean motions. The general case is analogous: the structural equations for an adapted system of frames classifies arbitrary embedded submanifolds up to a Euclidean motion. In detail, the projection π : ''F''(''M'') → ''M'' given by π(''x''; ''f''i) = ''x'' gives ''F''(''M'') the structure of a
principal bundle In mathematics, a principal bundle is a mathematical object that formalizes some of the essential features of the Cartesian product X \times G of a space X with a group G. In the same way as with the Cartesian product, a principal bundle P is equi ...
on ''M'' (the structure group for the bundle is O(''p'') × O(''n'' − ''p'').) This principal bundle embeds into the bundle of Euclidean frames ''F''(''n'') by φ(''v'';''f''''i'') := (φ(''v'');''f''''i'') ∈ ''F''(''n''). Hence it is possible to define the pullbacks of the invariant forms from ''F''(''n''): :\theta^i = \phi^*\omega^i,\quad \theta_j^i=\phi^*\omega_j^i. Since the exterior derivative is equivariant under pullbacks, the following structural equations hold :\mathrm\theta^i=-\theta_j^i\wedge\theta^j,\quad \mathrm\theta_j^i = -\theta_k^i\wedge\theta_j^k. Furthermore, because some of the frame vectors ''f''1...''f''p are tangent to ''M'' while the others are normal, the structure equations naturally split into their tangential and normal contributions.Though treated by Sternberg (1964), this explicit description is from Spivak (1999) chapters III.1 and IV.7.C. Let the lowercase Latin indices ''a'',''b'',''c'' range from 1 to ''p'' (i.e., the tangential indices) and the Greek indices μ, γ range from ''p''+1 to ''n'' (i.e., the normal indices). The first observation is that :\theta^\mu = 0,\quad \mu=p+1,\dots,n since these forms generate the submanifold φ(''M'') (in the sense of the
Frobenius integration theorem In mathematics, Frobenius' theorem gives necessary and sufficient conditions for finding a maximal set of independent solutions of an overdetermined system of first-order homogeneous linear partial differential equations. In modern geometric terms ...
.) The first set of structural equations now becomes :\left.\begin \mathrm\theta^a = -\sum_^p\theta_b^a\wedge\theta^b\\ \\ 0=\mathrm\theta^\mu = -\sum_^p \theta_b^\mu\wedge\theta^b \end\right\}\,\,\, (1) Of these, the latter implies by Cartan's lemma that : \theta_b^\mu = s^\mu_\theta^a where ''s''μab is ''symmetric'' on ''a'' and ''b'' (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 fundamen ...
s of φ(''M'')). Hence, equations (1) are the Gauss formulas (see Gauss–Codazzi equations). In particular, θ''b''''a'' is the
connection form In mathematics, and specifically differential geometry, a connection form is a manner of organizing the data of a connection using the language of moving frames and differential forms. Historically, connection forms were introduced by Élie Carta ...
for the
Levi-Civita connection In Riemannian or pseudo Riemannian geometry (in particular the Lorentzian geometry of general relativity), the Levi-Civita connection is the unique affine connection on the tangent bundle of a manifold (i.e. affine connection) that preserves ...
on ''M''. The second structural equations also split into the following : \left.\begin \mathrm\theta_b^a + \sum_^p\theta_c^a\wedge\theta_b^c = \Omega_b^a = -\sum_^n\theta_\mu^a\wedge\theta^\mu_b\\ \\ \mathrm\theta_b^\gamma = -\sum_^p\theta_c^\gamma\wedge\theta_b^c-\sum_^n\theta_\mu^\gamma\wedge\theta_b^\mu\\ \\ \mathrm\theta_\mu^\gamma = -\sum_^p\theta_c^\gamma\wedge\theta_\mu^c-\sum_^n\theta_\delta^\gamma\wedge\theta_\mu^\delta \end\right\}\,\,\, (2) The first equation is the Gauss equation which expresses the
curvature form In differential geometry, the curvature form describes curvature of a connection on a principal bundle. The Riemann curvature tensor in Riemannian geometry can be considered as a special case. Definition Let ''G'' be a Lie group with Lie algebra ...
Ω of ''M'' in terms of the second fundamental form. The second is the Codazzi–Mainardi equation which expresses the covariant derivatives of the second fundamental form in terms of the normal connection. The third is the Ricci equation.


See also

* Darboux derivative * Maurer–Cartan form


Notes


References

* * * ** ** ** ** * * * * {{DEFAULTSORT:Darboux Frame Differential geometry Differential geometry of surfaces Curvature (mathematics)