用户: Eee/Chern-Weil
Mostly following Morita.
1Laplacian and Harmonic forms
In this chapter, we will see the more precise structure of the de Rham cohomology group of .
We may prove that within the set of all closed forms representing a de Rham cohomology class, there is one and only one differential form that has the best shape.
Defition 1.1. We define an inner product of forms on a single verctor space.
For two elements of the form and , we define the value of their inner product to be .
That this value is independent of the way the two elements are represented follows from the properties of exterior product and determinate. We now extend the inner product so defined to the whole space by linearity.
If is an orthonormal basis of and the dual basis, then all the elements of the form form an orthonomal basis of . From this point of view, is of finite dimension.
Remark. In the definition of , we identify the cotangent vectors and tangent vectors, that is where the denote the cotangent vector of .
Defition 1.2. We define an inner product of forms on manifold, it’s a function.
For any two forms and on , we have the inner prodcut for each , and thus the function on .
For the case , we define the inner product of two forms, namely functions, to be their product. We also define the inner product between two differential forms of different degrees to be .
Recall that we use to represent the linear space of all the forms on . Note that this linear space is of infinite dimension.
Defition 1.3. Hodge star operator
On an oriented Riemannian manifold , for any integer , and have the same dimension as vector spaces, and so they are isomorphic.
Thus we have the natural isomorphic where is an orthonormal basis of .
Now we define -operator: globally on :
Locally, we choose to be an orthonomal frame, and to be the dual basis frame.
For , we have here is the rearrangement of the complement of , and is the sign of the permutation .
Example 1.4. We have , which is called the volume form or volume element and which will be denoted by . For a domain , is the volume of . In particular, if is compact, is called the volume of .
Proposition 1.5. For any in and for any and in we have
(i) | . |
(ii) | . |
(iii) | . |
(iv) | . |
(v) | . |
Remark. Be careful about the sign in the boring verification.
In this chapter, from now on, we assume the manifold to be an oriented and closed Riemannian manifold.
Remark. The compactness is only needed in making meaningful. But if we restrict the forms a little bit, the integral could be meaningful, too.
Defition 1.6. Recall the definition of , which is a function on . Now we use this to define an inner product of and on :
Proposition 1.7.
Defition 1.8. We define , which makes the following commutative.
Proposition 1.9. The following is true:
(i) |
|
(ii) |
|
(iii) |
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(iv) | is an adjoint operator of exterior differentiation : Conversely, is an adjoint operator of . |
Remark. The proposition (iv) shows that why we compose on the definition of .
Defition 1.10. Laplacian and Harmonic form
For a Riemannian manifold , the operator defined by is called the Laplacian or Laplace-Beltrami operator. A form such that called a harmonic form. In particular, a function such that is called a harmonic function.
Remark. The Laplacian is an extension of the classical Laplace operator to the case of a general Riemannian manifold.
Proposition 1.11. The Laplacian has the following properties:
(i) | . If is a harmonic form, then so is . |
(ii) | is self-adjoint, that is, |
(iii) | A necessary and sufficient condition for is that and . |
Corollary 1.12. For a connected, oriented, compact Riemannian manifold , a harmonic function on is a constant function, and a harmonic form is a constant multiple of the volume element .
Defition 1.13. We use to denote all the harmonic forms on , that is,
Proposition 1.14. Since all the harmonic forms are closed forms, then the map is well-defined, moreover, is injective.
From this, we can see that is of finite-dimension.
Remark. (Some thoughts) There we use the fact that is of finite dimension as linear space, which is guaranteed by de Rham theorem: is isomorphic to the singular cohomology group with coefficient : , which is of finite dimension and we name it as Betti number.
Theorem. Hodge theorem
An arbitrary de Rham cohomology class of an oriented compact Rieamnnian manifold can be represented by a unique harmonic form.
In other words, the natural map is an isomorphism.
Theorem. Hodge decomposition
On an oriented compact Riemannian manifold, an arbitrary form can be uniquely writted as the sum of a harmonic form, an exact form, and a dual exact form.
In other words,
Theorem. Poincaré duality theorem
For a connected compact oriented dimensional manifold, we define a bilinear map The bilinear map defined above is nondegenerate and hence induces an isomorphism
Remark. Actually, the theorem above is just a special case of Poincaré duality theorem. In general, the compactity is not necessary, but the theorem need to be modified a little as a consequence.
Defition 1.15. Euler number or Euler characteristic or Euler-Poincaré characteristic.
,
Then for an dimensional manifold , we have
Theorem 1.16. The euler characteristic of an odd-dimensional closed manifold is .
Summary:
(1) | For a Riemannian manifold we may identify the tangent bundle and cotangent bundle by using the metric. |
(2) | For an dimensional, oriented, Riemannian manifold we have a linear operator, called the Hodge star operator, that maps forms into forms. |
(3) | For a Riemannian manifold, on can define a self-adjoint operator , called the Laplacian or Laplace-Beltrami operator, that generalizes the classical Laplace operator. |
(4) | A function is called a harmonic function if . A differential form is called a harmonic form if . |
(5) | On a connected closed Riemannian manifold a harmonic function is a constant function. Remark. Closed manifold means the manifold is compact and without boundary. |
(6) | For a connected, closed Riemannian manifold, every de Rham cohomology class is represented by a unique harmonic form. This is called the Hodge theorem. Remark. From the point of view of magnitude, we may prove that within the set of all closed forms representing a de Rham cohomology class, there is one and only one differential form that has the best shape. |
(7) | For an oriented dimensional closed manifold, the dimensional de Rham cohomology group and the dimensional de Rham cohomology group are dual to each other. This is the Poincaré duality theorem. |
(8) | The Euler number of an odd-dimensional closed manifold is . |
2Riemann geometry and vector bundle review
It’s natural to consider the set of all tangent spaces put together-this is called the tangent bundle of a manifold. A vector bundle is a generalization. Roughly speaking, a vector bundle is what we get by lining up vector spaces of a fixed dimension for all points of the manifold.
For research in the theory of vector bundles the characteristic classes are important because thery express, in the language of cohomology, the way the bundles are curved.
The definition of Vector bundle could be consulted in the book Morita.
Firstly we review something in Riemann geometry.
Defition 2.1. Connection form and Curvature form
For a local section frame field , we have , where the is decided by . Note that , we could regard as a form.
Define as the connection form.
Similarly, and is alternate and functional-linear, then we regard as a form.
Define as the curvature form.
Proposition 2.2. Structure equation
Proposition 2.3. Transformation rules
Given two open subsets and in and trivializations and we use to denote the local frame field on , for .
Then we have two transformation rules: where is the transformation function: .
Proposition 2.4. Bianchi’s identity
Notice that , then we can regard as a form on with values in .
More generally, Similarly, we can regard .
Defition 2.5. Generally, we use to represent all the forms on with values in .
An arbitrary element of can be written as a linear combination of elements of the form ().
For any section , the map is linear as -modules, which means is an element of .
Defition 2.6. Then we have the linear map naturally: with an easy verified property: .
is linear as modules, then we regard as an element of .
Thus, , which means .
Summary:
(1) | A vector bundle comes with a manifold called the base space, to each point of which there is associated a vector space of a fixed dimension in such a way that locally it appears like a direct product of the base space and the vector space. |
(2) | The tangent bundle is a vector bundle that is formed by putting the tangent spaces of a manifold together. |
(3) | A curve is called a geodesic if its acceleration vector is parallel along the curve. |
(4) | To give a connection to a vector bundle is to define the derivative of an arbitrary section of in the direction of an arbitrary tangent vector to the base space. |
(5) | The curvature is obtained by taking the covariant exterior derivative of the connection, and it measures the curving of the vector bundle. |
(6) | A connection and its curvature are locally expressed by the connection form of degree and the curvature form of degree with values in ; they are related by the structure equation. |
3Characteristic class in Tangent bundles
Given an arbitrary connection on , and the induced curvation.
Try to define a global form on , then we integrate it to get a global invariant.
Defition 3.1. We use to denote the set of all invariant polynomials on .
Proposition 3.2. Define , where is an metrix, then we have .
For any of degree , is a form on , and on by invariance of . Hence we get a globally defined form, say .
Proposition 3.3. is a closed form.
Since is closed, we may consider the de Rham cohomology class .
Proposition 3.4. The de Rham cohomology class is independent of the choice of the connection .
Defition 3.5. Characteristic class
deponds only on and not on the connection we take.
Hence we denote it by , and call it the Characteristic class of corresponding to .
Proposition 3.6. Naturality of the characteristic class relative to the bundle map.
Given a bundle map , that is , and .
We have
In particular, for , .
Proposition 3.7. Induced connection.
Follow the notation of the last proposition, given a connection on , we could define an induced connection on .
Note that is a linear isomorphism, define , for any point on . And any arbitrary section of can be locally expressed as a linear combination of those induced sections where coefficients are functions on .
Then we define
Defition 3.8. Metric connection.
We say a connection is compatible with the given Riemannian metric, and call it metric connection, if holds for any , .
Proposition 3.9. If has odd degree, then .
Proposition 3.10. Both , are skew-symmetric metrix with values in with respect to a metric connection.
Proof. Choose an orthonomal section frame field.
Defition 3.11.
Remark. I haven’t find out why there is a weird constant. The author says that if we choose this constant, the is in , and I don’t know why.
Defition 3.12. Pontrjagin class
and is called the Pontrjagin class of degree .
is called the total Pontrjagin class.
The closed form which can represent the Pontrjagin class is called Pontrjagin form.
Defition 3.13. Connection on Complex bundle
Given a complex vector bundle , a connection is a connection for the underlying real vector bundle that furthermore satisfies the condition
The additional condition is equivalent to condition being satisfied not only for every but also for every .
Or we can say that a connection is a complex linear map such that for all and for all
Proposition 3.14. The structure equation, the transformation formulas and the Bianchi identity hold similarly.
Proposition 3.15. Similarly, we can prove that for any invariant polynomial of degree , we have .
(i) | It is a closed form; |
(ii) | Its corresponding de Rham cohomology class is determined independently of the choice of the connection. We call it the characteristic class of corresponding to , and denote it by . |
(iii) | The characteristic class is natural with respect to bundle maps; |
(iv) | The characteristic class corresponding to an invariang polynomial of odd degree may be not trivial. |
Defition 3.16. Chern class
For an dimensional complex vector bundle , the characteristic class corresponding to is written and called the Chern class of degree .
In terms of the curvature form we have which we call the total Chern class and denote by .
A clasoed form representing each Chern class corresponding to a chosen connection is called a Chern form.
Remark. The is in is a result of the next proposition.
Proposition 3.17. Each Chern class is a real cohomology class.
Proposition 3.18. Both and are skew-Hermitian with respect to a Hermitian metric.
Defition 3.19. Whitney sum
Given two vector bundles and , define as the Whitney sum of and , and the projection is Note that .
Proposition 3.20. and are complex vector bundles.
Clearly, . It follows that if and are the connections of and , then there is a natural direct sum connection on .
If and are the curvature forms of and , then the curvature form of is the direct sum matrix of E and :
Theorem 3.21. If and are complex vector bundles, then namely, .
Theorem 3.22. If and are real vector bundles, then namely, .
Proposition 3.23. Let be a real vector bundle and its complexification. Then
Proposition 3.24. The conjugate bundle of a complex bector bundle is isomorphic to the dual bundle of .
Proposition 3.25. The Chern classes of the conjugate bundle of a complex vector bundle are given by We have also for the dual bundle
Proposition 3.26. Let be an dimensional complex vector bundle. Then, writing for and for , we have
Let be a real oriented vector bundle.
Proposition 3.27. If we introduce a Riemannian metric in and select a metric connection, then the curvature form is represented by a skew-symmetric matrix. In particular, the Pontrjagin class of the highest degree is given by
Defition 3.28. is called the Pfaffian of , where is a matrix. It satisfies where . In particular, is invariant by
By applying the invariance property of to the curvature form, we can construct a form on the whole of : and
Defition 3.29. Euler form.
We can find a certain cohomology class such that .
we set and we have . We call the Euler form.
We now define the Euler class by setting Then we have
Proposition 3.30. This definition depends neither on the choice of a Riemannian metric nor on that of a compatible connection.
Proposition 3.31. The Euler class is natural with respect to an orientation preserving bundle map.
Proposition 3.32. For an dimensional complex vector bundle we have .
Proposition 3.33. Let and be two oriented vector bundles over a manifold with dimensions and , respectively. Then the Whitney wum is an oriented vector bundle of dimension , and its Euler class is given by
Theorem. The Gauss-Bonnet theorem.
Let be an oriented dimensional closed manifold. Then we have Hence for the curvature form of a connection compatible with any Riemannian metric in (in particular, for the Levi-Civita connection on for a Riemannian manifold ), we have
Remark. The definition of Euler number: definition 1.15.
Lemma 3.34. Let be an oriented, dimensional vector bundle. If there exists a section that is never , then .
Summary:
(1) | Characteristic classes are topological invariants associated with vector bundles on a smooth manifold. The question of whether two ostensibly different vector bundles are the same can be quite hard to answer. The characteristic classes provide a simple test. |
(2) | A characteristic class of a vector bundle associates to the bundle a cohomology class of the base space satisfying the naturality condition relative to any bundle map. |
(3) | Substituting the curvature form into an invariant polynomial of degree , we get a closed form of degree on the base space; its cohomology class does not depend on the choice of a connection, and is called a characteristic class. |
(4) | The Pontrjagin class is a characteristic class of a real vector bundle, and the Chern class is a characteristic class of a complex vector bundle. An even-dimensional, oriented, real vector bundle also has an Euler class as its characteristic class. |
(5) | On a closed manifold, characteristic numbers are obtained by integrating various polynomials for characteristic classes. |
(6) | For an oriented, even-dimensional compact Riemannian manifold, the integral of the Euler form is equal to the Euler number of the manifold. This is called the Gauss-Bonnet theorem. |
4Fiber bundles and Characteristic classes
Defition 4.1. Product bundle
Let be a manifold. A very simple example of copies of attached to all points of another manifold is the product . If we denote by the natural projection, then for each we have . We call this structure a product bundle.
Defition 4.2. Differentiable fiber bundle
Let be a manifold. Suppose there are given manifolds and and a map . We call a differential fiber bundle (or a differential bundle) if is satisfies the fowwling condition:
(Local triviality)) For each point there are an open neighborhood and a diffeomorphism such that for an arbitrary we have , where denots the projection onto the first component.
Remark. If we just assume that are topological spaces and is a continuous map and a homeomorphism, then we obtain the definition of a fiber bundle in general.
But in this note, we just deal with the differential fiber bundle.
Defition 4.3. Bundle map
Let be two fiber bundles with the same fiber. By a bundle map from to , we mean maps , such that:
(1) ;
(2) the restriction of to an arbitrary fiber , is a diffeomorphism.
If furthermore, is a diffeomorphism, so is (and vice versa). Also is a bundle map.
If , the two fiber bundles are said to be isomorphic if there exists a bundle map together with the identity map . We write .
A bundle that is isomorphic to the product bundle is called a trivial bundle.
Defition 4.4. Restricted bundle
Let be a fiber bundle. For any submanifold of the base , the collection is also a fiber bundle with fiber . We call the restriction of to .
If there exists an isomorphism , we say that is trivial over .
Defition 4.5. Cross section
A map such that .
Remark. A fiber bundle may not have a cross section, and whether it have or not is an important question.
Defition 4.6. Transition function
By definition, there exist an open covering of the base space and a trivialization Then the map gives isomorphism of the trivial bundle over . Assume and . Then is of the form , where can be written as . This means that there exists a map such that Here is differentiable in the sense that the map is . We call the transition functions of the fiber bundle.
Defition 4.7. cocycle condition
The family of transition functions clearly satisfies called the cocycle condition.
Proposition 4.8. Given an open covring of a manifold and a family of differentiable functions satisfying the cocycle condition, there is a fiber bundle with as the base, with as the fiber, and with as the transition functions.
Remark. This means that an arbitrary bundle can be constructed by pasting together the product bundles by means of the transition functions.
Here we may use any element of the group , but most important are the cases where a centain Lie group acts on .
For example, .
Defition 4.9. Structure
Let be a fiber bundle. Suppose admits an open covering and each admits a trivialization .
Furthermore, assume that the corresponding transition function define maps of into a Lie transformation group , In this case, we say that defines a structure in with structure group . We denote the fiber bundle by in this case.
Defition 4.10. Admissible
We say that a trivialization is admisible or compatible with the structure if there is a map such that and such that the image of every is contained in and the map is of .
Remark. Thus, we can talk about a maximal family of transition functions for a given structure.
Remark. For two fiber bundles with the same structure group, the definition of the bundle map is more strict. Namely, we need the "transition function" between the two bundle is of and with image in .
Defition 4.11. Reducible
If the image of all transition function lie in a Lie subgroup of , thenw e may regard as a fiber bundle with structure group . In this case, we say that the structure group of is reducible to .
In this terminology, we may state that a fiber bundle is trivial if and only if the structure group is reducible to the trivial subgroup.
Proposition 4.12. Given an open covring of a manifold and a family of differentiable functions satisfying the cocycle condition, we can construct a fiber bundle with structure group whose transition functions are exactly the given .
Defition 4.13. Associated bundles
We say and are mutually associated bundles.
Defition 4.14. Induced bundles
Let be a differential map , and then is an open covering of . The map is of class and satisfies the cocycle condition.
Then there is a fiber bundle over with as transition functions. This bundle is called the induced bundle or the pull-back, and is denoted by .
By definition, there is a natural bundle map . A concrete description is given by noticing that the total space of can be put in the form
Defition 4.15. Principle bundle
Let be a Lie group. Then a fiber bundle with fiber and structure group is called a principal bundle if the action of on itself is left translation, that is, , where . It is also called a principal bundle.
We shall use , or simply to denote a principal bundle.
Proposition 4.16. Let be a principal bundle. Then we can define an action of on the total space to the right, that is, a map such that , where .
This action takes each fiber onto itself, and is free, that is, if for some , then . Further, the quotient space is identified with the base space .
Remark. The definition of the right action is due to the locally trivialization .
Proposition 4.17. Conversely, suppose we are given a differential map and right action of on . Assume that for any point there are an open neighbeihood and a diffeomorphism satisfting , , .
Then we can make into a principal bundle.
Proposition 4.18. For a principal bundle to be trivial it is necessary and sufficient that it admits a section.
Example 4.19. Let be a principal bundle. The bundle induced by the projection is trivial. In fact, is a section.
Given two smooth manifolds and , it is a fundamentally important problem to classify all isomorphism classes of all fiber bundles with base and fiber .
It is in general an extremely difficult problem. Complete solutions for an arbitrary manifold are known only in a couple of cases including , as we discuss in the following subsecton.
Defition 4.20. characteristic class
Let be an abelian group. Suppose for an arbitrary fiber bundle with fiber an element of the cohomology group of the base with coefficients is defined and is natural relative to a bundle map in the following sense.
Then is called a characteristic class of the bundle (of degree with coefficients ). Here naturality relative to a bundle means that for any bundle map between two bundles we have .
Remark. By definition, any two isomorphic bundles over the same base space have the same characteristic classes.
However, the hope of classfying fiber bundles by characteristic classes is difficult to fulfill, due to the fact that is essentially infinite-dimensional.
On the other hand, if we restrict structure groups to Lie groups, we get a relatively satisfactory theory concerning the classification of fiber bundles and the construction of characteristic classes.
In the remaining part of this chapter we use differential forms to build the theory of characteristic classes of fiber bundles whose structure groups are Lie groups.
Theorem 4.21. Classifying space of fiber bundles.
Let be a Lie group. Then there exists a principal bundle , called a universal -bundle, for which the following is valid.
Let be a smooth manifold and an arbitrary principal bundle over . Then there is a differentiable map , unique in the sense of homotopy, such that the pull-back by of the universal bundle is isomorphic to .
Hence there exists a one-to-one natural correspondence between the set of isomorphism classes of principal bundles over and the set of all homotopy classes of the maps of into .
The space above is called the classifying space.
The characteristic classes of a principal bundle are nothing but elements of the cohomology group of the classifying space .
Example 4.22. Tangent frame bundle
Denote by the set of all frames at . We also consider the space of all frames at all points of .
The natural projection is defined by if . It is easy to check that is naturally a smooth manifold as in the case of . That is, if is a local coordinate system aand if for a frame we write each in the form and define the map by , then it is obviously bijective.
Now it is easy to check that is a principal bundle with structure group . We call it the tangent frame bundle.
Defition 4.23. Connection
Let be a fiber bundle with manifold as fiber. If at each point we can choose a subspace of in such a way that is and is transversal to the fiber (That is, is the direct sum), then we say that is given a connection.
Remark. A connection in a fiber bundle is nothing but a distribution on that is transversal to every fiber.
Proposition 4.24. An arbitrary fiber bundle admits a connection.
Defition 4.25. If a connction is given, an arbitrary tangent vector is uniquely decomposed as We call and the horizontal and vertical components of , respectiverly.
Gievn be a smooth curve in the base . A lift curve is called a horizontal lift if the velocity vector is horizontal for very .
Proposition 4.26. Let be a fiber bundle with a compact manifold as fiber, and fix a connection in . Let be a piecewise curve such that and . Then for any point there is a unique horizontal lift such that .
Defition 4.27. Parallel displacement
From this proposition, we can obtain a map by moving through . This is called parallel displacement.
Proposition 4.28. .
Remark. If the fiber is not compact, parallel displacement may not be defined. (The proposition failed.)
A principal bundle has its structure group acting on the entire space to the right. It is then natural to relate a connectionn to the action of . It becomes possible to define parallel displacement without assuming that is compact.
Defition 4.29. Connections in principal bundles
Let ne a principal bundle with structure group . A connection on is a rule to assign a subspace of at each point in such a way that the following conditions satisfied:
(i) | is transversal to the fiber, that is, ; |
(ii) | is invariant by the right action of , that is, if is defined by , then ; |
(iii) | is differentible in . |
The only difference from the definition in the case of general fiber bundles is adding the second condition on invariance by the structure group acting on the right. But it is a strong condition that makes it possible to develop the theory of characteristic classes for principal bundle.
Proposition 4.30. Let be a principal bundle. Given a piecewise curve and an arbitrary point , there is a unique horizontal lift such that . It is thus possible to define parallel displacement along .
Thus, given a connection in a principal bundle, arbitrary smooth curve in the base space can be lifted to horizontal curves in the space , by means of which parallel displacement of each point in the fiber is defined.
Defition 4.31. Basic knowledge about Lie algebra.
Let be a Lie group. The tangent space at the identity of is called the Lie algebra of and usually donoted by the corresponding German letter .
An arbitrart element can be considered to be a vector field on by putting . Here is the differential of at .
The vector field obtained in this way iis left-invariant, that is for an arbitrary . Since it is obvious that all left-invariant vector fields on are obtained in this way, can be considered as the set of all left-invariant vector fields on .
For , their bracket belongs to , since it is also left-invariant. Equipped with this product, becomes a Lie algebra.
Proposition 4.32. A differntial form on is called a left-invariant differential form, if for an arbitrary . It is obvious that the left-invariant differential forms are determined only by the value at the identity . Now we can consider an arbitrary element in the dual space of the Lie algebra as a left-invariant 1-form on .
Practically, it is enough to set for .
It might be obvious that they exhaust all the left-invariant 1-forms on . A left-invariant 1-form on is called a Maurer-Cartan form.
Proposition 4.33. Since and is constant on , we have
Defition 4.34. Maurer-Cartan form
Let be a -valued 1-form on such taht for . This is also called a Maurer-Cartan form.
Proposition 4.35. is a Maurer-Cartan form, then we have the Maurer-Cartan equation in the following form: Here, denots a -valued 2-form defined by for arbitrary vector fields .
Summary
(1) | A fiber bundle is made up by manifolds, called fibers, on to each point of a manifold, called the base space, in such a way that locally it is a product. The way the fibers are arranged is described by a transformation group, called the structure group. |
(2) | A fiber bundle is called a principal bundle if the structure group is a Lie group together with its natural action on the fibers to the left. |
(3) | An oriented bundle is completely classified by its Euler class. |
(4) | For a vector field with a finite number of singular points on a closed manifold, the sum of the indices at singular points is equal to the Euler number. This is called the Hopf Index Theorem. |
(5) | A connection in a principal bundle is a distribution of horizontal subspaces at each point of the total space that is invariant by the action of the structure group to the right. |
(6) | The curvature is defined as the derivative of a connection. It describes the way a principal bundle is curved. |
(7) | For a Lie group with Lie algebra , is called the Weil algebra of . plays the role of the de Rham complex of the total space of the principal bundle. |
(8) | For a Lie group the subalgebra of all basic elements of the Weil algebra is called the algebra of invariant polynomials of . For any principal bundle, there is a homomorphism from into the cohomology algebra of the base space. It is called the Weil homomorphism. Elements that are images of the Weil homomorphism are characteristic classes of the principal bundle. |
(9) | The notion of a connection of a vector bundle and that of a connection in an associated principal bundle are equivalent. |
(10) | A principal bundle with a connection is called a flat bundle if the curvature is . |