§1.6 Vectors and Vector-Valued Functions
Contents
- §1.6(i) Vectors
- §1.6(ii) Vectors: Alternative Notations
- §1.6(iii) Vector-Valued Functions
- §1.6(iv) Path and Line Integrals
- §1.6(v) Surfaces and Integrals over Surfaces
§1.6(i) Vectors
¶ Dot Product (or Scalar Product)
¶ Magnitude and Angle of Vector
is the angle between
and
.
¶ Unit Vectors
¶ Cross Product (or Vector Product)
where
is the unit vector normal to
and
whose direction is determined by the right-hand rule; see
Figure 1.6.1.
Area of parallelogram with vectors
and
as sides
.
Volume of a parallelepiped with vectors
,
, and
as edges
.
§1.6(ii) Vectors: Alternative Notations
The following notations are often used in the physics literature; see for example Lorentz et al. (1923, pp. 122–123).
¶ Einstein Summation Convention
Much vector algebra involves summation over suffices of products of vector components. In almost all cases of repeated suffices, we can suppress the summation notation entirely, if it is understood that an implicit sum is to be taken over any repeated suffix. Thus pairs of indefinite suffices in an expression are resolved by being summed over (or “traced” over).
¶ Levi-Civita Symbol
§1.6(iii) Vector-Valued Functions
¶ Del Operator
The gradient
of a differentiable scalar function
is
The divergence
of a differentiable vector-valued function
is
The curl of
is
§1.6(iv) Path and Line Integrals
Note: The terminology open and closed sets and boundary
points in the
plane that is used in this subsection and
§1.6(v) is analogous to that introduced for the complex plane in
§1.9(ii).
, with
ranging
over an interval and
differentiable, defines a path.
The length of a path for
is
The path integral of a continuous function
is
The line integral of a vector-valued function
along
is given
by
A path
,
, is a reparametrization of
,
, if
and
with
differentiable and monotonic. If
and
, then the
reparametrization is called orientation-preserving, and
If
and
, then the reparametrization is
orientation-reversing and
In either case
when
is continuous, and
when
is continuously differentiable.
The geometrical image
of a path
is called a simple
closed curve
if
is one-to-one, with the exception
. The curve
is piecewise differentiable
if
is piecewise differentiable. Note that
can be given an
orientation by means of
.
¶ Green’s Theorem
Let
and
be the closed and bounded point set in the
plane having a
simple closed curve
as boundary. If
is oriented in the positive (anticlockwise) sense, then
Sufficient conditions for this result to hold are that
and
are continuously differentiable on
, and
is piecewise
differentiable.
The area of
can be found from (1.6.44) by taking
,
, or
.
§1.6(v) Surfaces and Integrals over Surfaces
A parametrized surface
is defined by
with
, an open set in the plane.
For
,
, and
continuously differentiable, the vectors
and
are tangent to the surface at
. The surface is
smooth
at this point if
. A surface is
smooth if it is smooth at every point. The vector
at
is normal to the surface at
.
The area
of a parametrized smooth surface is given by
and
The area is independent of the parametrizations.
For a sphere
,
,
,
For a surface
,
For a surface of revolution,
,
, about the
-axis,
and about the
-axis,
The integral of a continuous function
over a surface
is
For a vector-valued function
,
where
is the surface element with an attached normal
direction
.
A surface is orientable
if a continuously varying normal can be defined at all points of the surface.
An orientable surface is oriented if suitable normals have been chosen.
A parametrization
of an oriented surface
is
orientation preserving if
has the
same direction as the chosen normal at each point of
, otherwise it is
orientation reversing.
If
and
are both orientation preserving or
both orientation reversing parametrizations of
defined on open sets
and
respectively, then
otherwise, one is the negative of the other.
¶ Stokes’s Theorem
Suppose
is an oriented surface with boundary
which is oriented
so that its direction is clockwise relative to the normals of
. Then
when
is a continuously differentiable vector-valued function.
¶ Gauss’s (or Divergence) Theorem
Suppose
is a piecewise smooth surface which forms the complete boundary of
a bounded closed point set
, and
is oriented by its normal being
outwards
from
. Then
when
is a continuously differentiable vector-valued function.
¶ Green’s Theorem (for Volume)
For
and
twice-continuously differentiable functions
and
where
is the derivative of
normal to the surface outwards from
and
is the unit outer
normal vector.




