The cotangent space at , denoted , is the dual of the tangent space, i.e., . Hence, a cotangent is a linear functional .
A covector field or a differential 1-form (1-form for short) on an open subset is a map that assigns to each point a covector
From any function we can construct a 1-form called the differential of : for and we define
Example: Let represent temperature at at point . The differential of , would take in a direction and give the change in temperature when traveling in the direction of .
Recall that is a basis for the tangent space .
Prp
If are the standard coordinates on , then at each , is the basis for the cotangent space .
Proof: Notice that
Q.E.D.
Thus, we can represent by the linear combination
for some .
The differential gives the -th component of a vector field, i.e., if , then .
Prp
If is a function on an open set in then
Proof: From proposition 4.1, for some functions . Notice that
Q.E.D.
Differential k-Forms
A differential form of degree k or k-form on an open subset of is a function that assigns to each point an alternating -linear function on the tangent space, i.e., . Note that ).
Recall that a basis for is
Therefore, at each point , is the linear combination
so
with function coefficients . We say a -form is on if each coefficient is on . We denote the vector space of -forms on by .
Let be a -form and an -form on . Then we define the wedge product of and to be the -form defined pointwise:
In terms of coordinates, if and , then
One may show that the wedge product is anticommutative and associative.
Note that a 0-form maps a point to an element of , an alternating 0-linear function, i.e., a constant function. Thus, a 0-form can be viewed simply as a function . Notice then that if and , then is the -form defined by pointwise multiplication
i.e., .
Example: Let be the coordinates for . The 1-forms on are of the form
where are functions. The 2-forms are
and the 3-forms are
There are no non-zero -forms for .
Differential Forms as Multilinear Functions on Vector Fields
Let be a 1-form and a vector field on . We define on by
or if and , then
Thus, a 1-form gives rise to map between vector fields to smooth functions . This function is linear over the ring , i.e., if then
Indeed, let and notice that
Thus a 1-form on gives rise to an -linear map given by . Likewise, a -form gives rise to a -linear map
The Exterior Derivative
Let be . We define the exterior derivative of to be the differential given by
We then can use this definition to define the exterior derivative of a -form.
Def
For , if , then the exterior derivative is given by
Example: Consider the 1-form on , where are . Then
Def
Let be a graded algebra over a field . An antiderivation of a graded algebra is a -linear map such that for and ,
If sends to for all , then we say that has degree .
Prp
- The exterior differentiation is an antiderivation of degree 1:
- If and , then .
Proof:
- Let and . Notice that
The rest follows by linearity.
- Let . Notice that
In the sum, when we get . For , the two symmetric terms cancel
Therefore, .
- Notice that for ,
Q.E.D.
> [!prp] > > If $D:\Omega^*(U)\rightarrow\Omega^*(U)$ satisfies properties (1)-(3) in the previous proposition, then $D=d$.Closed Forms and Exact Forms
A -form on is closed if ; it is exact if there is a -form such that on . Since , every exact form is closed.
Example: Define the 1-form on by
Notice that
Therefore, is closed.
For any open subset , the exterior derivative forms a differential complex called the de Rham complex of given by
The closed forms are in the kernel of , and the exact forms are in the image of .
From here, we can define the -th de Rham cohomology of to be the quotient vector space
Poincare
For , every closed -form on is exact.
This is equivalent to saying that the de Rham cohomology is trivial for .
Applications to Vector Calculus
A vector-valued function is a function that assigns to each point a vector . Hence, a vector-valued function on is a vector field on . Recall that
Since a 1-form on is a linear combination of , , , we can identify 1-forms via vectors
and 2-forms
and 3-forms
In this form, we can see that
In other words, the gradient is the exterior derivative on a 0-form. The curl is the exterior derivative on a 1-form, and the divergence is the exterior derivative on a 2-form. Or, in visual terms:
From this identification, we easy get the following proposition.
Prp
- On , a vector field is the gradient of some scalar if and only if .
Proof: Properties 1 and 2 follow from the property . Property 3 is due to the Poincare lemma.
Q.E.D.
Note that property 3 may not hold on a region other than $\R^3$.Example: If and
on , then , but is not the gradient of any function on . Assume it was. Then by the fundamental theorem of calculus for line integrals
for any closed curve . However, on the unit circle with and we get
A contradiction.
Problems
4.1. A 1-form on
Let be the 1-form and be the vector filed on . Compute and .
Answer: Notice that
Notice that for a 1-form in ,
Therefore,
4.2. A 2-form on
At each point , define a bilinear function on by
for tangent vectors , where is the third component of . Since is an alternating bilinear function on , is a 2-form on . Write in terms of the standard basis at each point.
Answer: We want functions such that
Recall that if are linear functions and are vectors then
So
Therefore, letting and gives us
4.3. Exterior calculus
Suppose the standard coordinates on are called and (this is the -plane, not the -plane). If and , calculate , and in terms of and .
Answer: Notice that
and
Therefore,
4.4. Exterior calculus
Suppose the standard coordinates on are called , and . If , and , calculate , , and in terms of , and .
Answer: Notice that
Therefore,