tangent vector

{{short description|Vector tangent to a curve or surface at a given point}}

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 Rn. More generally, tangent vectors are elements of a tangent space of a differentiable manifold. Tangent vectors can also be described in terms of germs. Formally, a tangent vector at the point x is a linear derivation of the algebra defined by the set of germs at x.

Motivation

Before proceeding to a general definition of the tangent vector, we discuss its use in calculus and its tensor properties.

= Calculus =

Let \mathbf{r}(t) be a parametric smooth curve. The tangent vector is given by \mathbf{r}'(t) provided it exists and provided \mathbf{r}'(t)\neq \mathbf{0}, where we have used a prime instead of the usual dot to indicate differentiation with respect to parameter {{mvar|t}}.J. Stewart (2001) The unit tangent vector is given by

\mathbf{T}(t) = \frac{\mathbf{r}'(t)}

\mathbf{r}'(t)
\,.

== Example ==

Given the curve

\mathbf{r}(t) = \left\{\left(1+t^2, e^{2t}, \cos{t}\right) \mid t\in\R\right\}

in \R^3, the unit tangent vector at t = 0 is given by

\mathbf{T}(0) = \frac{\mathbf{r}'(0)}{\|\mathbf{r}'(0)\|} = \left.\frac{(2t, 2e^{2t}, -\sin{t})}{\sqrt{4t^2 + 4e^{4t} + \sin^2{t}}}\right|_{t=0} = (0,1,0)\,.

= Contravariance =

If \mathbf{r}(t) is given parametrically in the n-dimensional coordinate system {{math|xi}} (here we have used superscripts as an index instead of the usual subscript) by \mathbf{r}(t) = (x^1(t), x^2(t), \ldots, x^n(t)) or

\mathbf{r} = x^i = x^i(t), \quad a\leq t\leq b\,,

then the tangent vector field \mathbf{T} = T^i is given by

T^i = \frac{dx^i}{dt}\,.

Under a change of coordinates

u^i = u^i(x^1, x^2, \ldots, x^n), \quad 1\leq i\leq n

the tangent vector \bar{\mathbf{T}} = \bar{T}^i in the {{math|ui}}-coordinate system is given by

\bar{T}^i = \frac{du^i}{dt} = \frac{\partial u^i}{\partial x^s} \frac{dx^s}{dt} = T^s \frac{\partial u^i}{\partial x^s}

where we have used the Einstein summation convention. Therefore, a tangent vector of a smooth curve will transform as a contravariant tensor of order one under a change of coordinates.D. Kay (1988)

Definition

Let f: \R^n \to \R be a differentiable function and let \mathbf{v} be a vector in \R^n. We define the directional derivative in the \mathbf{v} direction at a point \mathbf{x} \in \R^n by

\nabla_\mathbf{v} f(\mathbf{x}) = \left.\frac{d}{dt} f(\mathbf{x} + t\mathbf{v})\right|_{t=0} = \sum_{i=1}^{n} v_i \frac{\partial f}{\partial x_i}(\mathbf{x})\,.

The tangent vector at the point \mathbf{x} may then be definedA. Gray (1993) as

\mathbf{v}(f(\mathbf{x})) \equiv (\nabla_\mathbf{v}(f)) (\mathbf{x})\,.

Properties

Let f,g:\mathbb{R}^n\to\mathbb{R} be differentiable functions, let \mathbf{v},\mathbf{w} be tangent vectors in \mathbb{R}^n at \mathbf{x}\in\mathbb{R}^n, and let a,b\in\mathbb{R}. Then

  1. (a\mathbf{v}+b\mathbf{w})(f)=a\mathbf{v}(f)+b\mathbf{w}(f)
  2. \mathbf{v}(af+bg)=a\mathbf{v}(f)+b\mathbf{v}(g)
  3. \mathbf{v}(fg)=f(\mathbf{x})\mathbf{v}(g)+g(\mathbf{x})\mathbf{v}(f)\,.

Tangent vector on manifolds

Let M be a differentiable manifold and let A(M) be the algebra of real-valued differentiable functions on M. Then the tangent vector to M at a point x in the manifold is given by the derivation D_v:A(M)\rightarrow\mathbb{R} which shall be linear — i.e., for any f,g\in A(M) and a,b\in\mathbb{R} we have

:D_v(af+bg)=aD_v(f)+bD_v(g)\,.

Note that the derivation will by definition have the Leibniz property

:D_v(f\cdot g)(x)=D_v(f)(x)\cdot g(x)+f(x)\cdot D_v(g)(x)\,.

See also

  • {{slink|Differentiable curve#Tangent vector}}
  • {{slink|Differentiable surface#Tangent plane and normal vector}}

References

Bibliography

  • {{citation|first=Alfred|last=Gray|title=Modern Differential Geometry of Curves and Surfaces|publisher=CRC Press|publication-place=Boca Raton|year=1993}}.
  • {{citation|first=James|last=Stewart|title=Calculus: Concepts and Contexts|publisher=Thomson/Brooks/Cole|publication-place=Australia|year=2001}}.
  • {{citation|first=David|last=Kay|title=Schaums Outline of Theory and Problems of Tensor Calculus|publisher=McGraw-Hill|publication-place=New York|year=1988}}.

Category:Vectors (mathematics and physics)