Covariant derivatives - Lec 25 - Frederic Schuller

Frederic Schuller
21 Sept 201576:35
EducationalLearning
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TLDRThe video script delves into the technical aspects of covariant derivatives on associated vector bundles within the context of principal bundles and fiber bundles. It begins with a principal bundle P with fiber G and a right action of G, introducing a connection one form Omega essential for defining covariant derivatives. The construction of an associated vector bundle PF is discussed, highlighting the need for a left action on the fibers F. The script then explores the concept of parallel transport and its relation to the covariant derivative, emphasizing the geometric and intuitive nature of the process despite its technical complexity. A key theorem is presented, establishing a one-to-one correspondence between sections of the associated bundle and G-equivariant functions on the principal bundle. This correspondence allows for a technically simpler approach to constructing covariant derivatives by working entirely on the principal bundle. The script concludes with a detailed proof of the theorem and discusses the implications of choosing different left actions and connection one forms in the context of quantum mechanics on curved spaces.

Takeaways
  • ๐Ÿ“ The concept of covariant derivatives on associated vector bundles is introduced through the context of a principal bundle P with fiber G and a connection one-form ฮฉ.
  • ๐Ÿ”„ A connection one-form enables parallel transport within the fibers of the principal bundle, which is essential for defining covariant derivatives.
  • ๐ŸŽ“ The construction of an associated vector bundle requires a left action of the group G on the fiber F, which is crucial for the association process.
  • ๐Ÿ”— The parallel transport in the principal bundle can be utilized for the same curve in the base space to achieve parallel transport between the fibers of the associated bundle.
  • ๐Ÿ“ˆ The idea of a covariant derivative is to measure the difference in a section when parallel transported along a curve, providing a geometric and intuitive, yet technically challenging, approach.
  • ๐Ÿ“˜ A technically neater method involves associating a unique function ฮฆฮฃ on the principal bundle P with a section ฮฃ of the associated bundle, which simplifies the process significantly.
  • ๐Ÿ”‘ There is a one-to-one correspondence between sections of the associated bundle and G-equivariant functions on the total space of the principal bundle.
  • ๐Ÿงฎ G-equivariance ensures that the function ฮฆ is compatible with the group actions, which is vital for the construction of covariant derivatives.
  • ๐จ‚  The exterior covariant derivative is applied to F-valued functions on the principal bundle, leading to a derivative of the function that can be mapped back to the section in the associated bundle.
  • ๐Ÿ“Œ The corollary derived from G-equivariance states that for linear left actions, the action of a vertical vector field on a G-equivariant function results in a zero contribution when paired with the connection one-form ฮฉ.
  • ๐ŸŒ The construction of the covariant derivative involves defining it on the principal bundle through an F-valued function, then localizing it by introducing a section to trivialize the bundle and pull back the derivative to the base manifold.
Q & A
  • What is a principal bundle in the context of the provided transcript?

    -A principal bundle is a mathematical structure that consists of a total space, a base space, and a fiber, which is typically a group. It is used in the study of differential geometry and theoretical physics, particularly in the context of gauge theories. In the transcript, the principal bundle is denoted as P with fiber G, indicating that the group G is the typical fiber of the bundle.

  • What is the role of a connection one-form in the construction of covariant derivatives?

    -A connection one-form, denoted as Omega in the transcript, is essential for defining covariant derivatives. It allows for the parallel transport of elements along curves in the base manifold, which is a prerequisite for the existence of covariant derivatives. Without a connection one-form, there would be no means to define how vectors change as they are transported along paths in the manifold.

  • How does the construction of an associated vector bundle relate to the left action of a group on its fiber?

    -The construction of an associated vector bundle requires a left action of a group on its fiber. This left action takes a group element and acts on the fibers from the left. It is necessary to provide the structure of a left action to construct the associated bundle. The left action encodes how the elements of the group act on the vector space, which is crucial for defining the associated bundle's structure.

  • The parallel transport map, denoted as 'towel' in the transcript, is a concept that arises from the connection one-form on a principal bundle. It describes how elements of the fiber are transported parallel along a curve in the base manifold without changing their direction in the presence of a curvature. This map is fundamental for understanding how vectors behave under the influence of a connection.

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  • How is the covariant derivative of a section of an associated bundle constructed geometrically?

    -The covariant derivative of a section of an associated bundle is constructed geometrically by considering the section as a map from the base manifold to the total space of the associated bundle. By parallel transporting a point along a curve in the base manifold and comparing the difference in the image points, one can construct a differential quotient. This process involves taking derivatives with respect to a parameter in the base manifold and results in the covariant derivative, which is a geometric and intuitive, yet technically complex, concept.

  • What is the technical advantage of constructing the covariant derivative on the principal bundle rather than the associated bundle?

    -Constructing the covariant derivative on the principal bundle is technically advantageous because it simplifies the process. By working on the principal bundle, one can avoid dealing with the structure of the associated bundle entirely. This approach leverages the connection one-form and the parallel transport mechanism already present in the principal bundle, making the computation of covariant derivatives more straightforward.

  • What is the significance of the G-equivariance condition in the construction of a covariant derivative?

    -The G-equivariance condition is crucial as it ensures that the function Phi, which is associated with the section Sigma, is compatible with the group action on the fibers of the principal bundle. This condition guarantees that the constructed function Phi is well-behaved under the group action, which is necessary for the covariant derivative to have the desired properties.

  • What does the theorem regarding the bijection between sections of an associated bundle and G-equivariant functions on the principal bundle imply?

    -The theorem implies that there is a one-to-one correspondence between sections of an associated bundle and G-equivariant functions on the principal bundle. This means that for every section of the associated bundle, there is a unique G-equivariant function on the principal bundle, and vice versa. This correspondence allows for the construction of a covariant derivative on the principal bundle that corresponds to a section of the associated bundle.

  • How does the choice of left action on the fiber affect the construction of the covariant derivative?

    -The choice of left action on the fiber is significant as it determines the structure of the associated bundle and the way in which the group elements act on the fibers. This action must be linear for the construction of the covariant derivative to proceed. The left action encodes how the group elements affect the vectors in the fiber, which is essential for the geometric interpretation and calculation of the covariant derivative.

  • What is the role of the Young-Mills field in the construction of the covariant derivative?

    -The Young-Mills field, associated with the connection one-form Omega, appears in the expression for the covariant derivative as a term that acts on the local representative of the section on the base manifold. This field is crucial for capturing the effects of the connection on the section and is responsible for the transformation behavior of the covariant derivative under gauge transformations.

  • Why is the construction of a global section with a covariant derivative not possible in general?

    -The construction of a global section with a covariant derivative is not possible in general because the connection coefficients, which are derived from the connection one-form and the chosen section, are only valid locally. The existence of a global section would require a global trivialization of the principal bundle, which is not always the case. Thus, the covariant derivative is defined locally, reflecting the local nature of the connection and the associated bundle.

Outlines
00:00
๐Ÿ“š Introduction to Covariant Derivatives on Associated Vector Bundles

The video begins with an introduction to covariant derivatives on associated vector bundles. It discusses the concept starting from a principal bundle P with fiber G, a connection one form Omega, and the construction of an associated vector bundle PF. The role of a left action on the fibers F is emphasized, which is necessary for the construction of the associated bundle. The connection one form is shown to enable parallel transport between fibers of the principal bundle, which is then used to define the covariant derivative for sections of the associated bundle, assuming F is a vector space and the left action is linear.

05:01
๐Ÿ” Covariant Derivative Construction - A Neater Approach

The presenter acknowledges the technical difficulty in constructing covariant derivatives directly on associated bundles and introduces a neater method. This involves associating a unique function Phi Sigma on the principal bundle P with any section Sigma of the associated bundle. The function Phi Sigma must be G-equivariant, which encodes the information about the left action. The video outlines the process of constructing a covariant derivative for a section by first defining an exterior covariant derivative on the principal bundle and then relating it back to the section on the associated bundle.

10:05
๐Ÿ”— Bijection Between Sections and G-Equivariant Functions

The video presents a key theorem stating that there is a one-to-one correspondence between sections of an associated bundle and G-equivariant functions on the principal bundle. This bijection is established by defining a G-equivariant function Phi on the principal bundle that corresponds to a section Sigma. The G-equivariance property ensures compatibility with the group actions. The proof involves constructing a section from a G-equivariant function and vice versa, showing that this process is well-defined and preserves information.

15:08
๐Ÿ”„ Defining the Covariant Derivative on the Principal Bundle

The video script details the process of defining a covariant derivative on the principal bundle by first inducing a function from a section and then using the exterior covariant derivative on this function. It is shown that the covariant derivative of the induced function is equal to the exterior derivative plus a correction term involving the connection one form Omega. The script also demonstrates that this derivative has the required properties, such as linearity and additivity.

20:10
๐Ÿ“ Pulling Back to the Base Manifold

The process continues with the localization of the covariant derivative by introducing a section of the principal bundle, which allows for the pullback of the covariant derivative to the base manifold. This results in a covariant derivative that acts on local sections of the associated bundle. The script explains how the pullback of the connection one form Omega, known as the Yang-Mills field, and the induced function Phi are used to define the covariant derivative on the base manifold.

25:13
๐Ÿงฒ G-Equivariance and the Role of the Connection One Form

The video explores the implications of G-equivariance, particularly in the context of linear actions. It shows how the connection one form Omega appears when considering the action of a group element close to the identity. The script derives a corollary that relates the action of a vertical vector field to the connection one form, which simplifies the expression for the G-equivariant condition. This corollary is then used to facilitate the construction of the covariant derivative.

30:13
๐ŸŒ Global vs. Local Definitions in the Context of Quantum Mechanics

The final paragraph discusses the implications of the local nature of the covariant derivative and the connection coefficients in the context of quantum mechanics. It highlights that while the connection one form and the left action can be chosen independently, certain factors, such as a factor of two in two dimensions, must be absorbed into the left action rather than the connection. This choice becomes significant when discussing quantum mechanics on curved spaces, as it affects the transformation behavior of the Yang-Mills field.

Mindmap
Keywords
๐Ÿ’กCovariant Derivative
The covariant derivative is a concept from differential geometry that generalizes the notion of a derivative to manifolds and vector bundles. It is used to define the rate of change of a vector or a tensor field along a curve, taking into account the curvature of the space. In the video, the covariant derivative is central to the discussion on the geometric and technical aspects of vector bundles and their associated structures.
๐Ÿ’กPrincipal Bundle
A principal bundle is a mathematical concept that provides a framework for defining associated vector bundles. It consists of a total space, a base space, and a structure group that acts on the total space. The video script discusses the role of the principal bundle in defining a connection one form and its relation to the construction of associated vector bundles.
๐Ÿ’กConnection One Form
The connection one form, often denoted by Omega, is a key element in the theory of fiber bundles. It defines the parallel transport of vectors along curves in the base manifold and is essential for the definition of the covariant derivative. In the script, it is mentioned that without a connection one form, there are no covariant derivatives.
๐Ÿ’กAssociated Vector Bundle
An associated vector bundle is a vector bundle that is constructed from a principal bundle using a specific action of the structure group. The script explains that the construction of this bundle requires information about a left action that acts on the fibers from the left. This concept is integral to the discussion of how covariant derivatives operate on sections of the associated bundle.
๐Ÿ’กParallel Transport
Parallel transport is a concept that describes how vectors are moved along a path in a manifold in such a way that they remain parallel with respect to the manifold's curvature. In the video, parallel transport is discussed in the context of how it is affected by the connection one form along a prescribed curve in the base manifold.
๐Ÿ’กSection
In the context of the video, a section is a continuous, smooth choice of vector in a vector bundle for each point of the base space. The script focuses on the construction of covariant derivatives for sections of associated vector bundles, which is a significant step in the technical development presented.
๐Ÿ’กVector Space
A vector space is a set of elements (vectors) that, along with suitable definitions of addition and scalar multiplication, satisfies certain axioms. In the script, the typical fiber F of the associated vector bundle is considered to be a vector space, which allows for linear actions and the application of the covariant derivative.
๐Ÿ’กG-Equivariance
G-Equivariance refers to the property that a function or object has when it is compatible with the action of a group G. In the video, the G-Equivariance condition is used to establish a one-to-one correspondence between sections of the associated bundle and functions on the principal bundle, which is crucial for the technical simplification discussed.
๐Ÿ’กExterior Covariant Derivative
The exterior covariant derivative is a mathematical operator that generalizes the concept of the exterior derivative to include the action of a connection. It is used in the script to define the derivative of a function on the principal bundle, which is then related back to the section of the associated bundle.
๐Ÿ’กLinear Action
A linear action is an action of a group on a vector space that preserves the vector space structure. In the script, the requirement for the left action to be linear is emphasized, as it is necessary for the construction of the covariant derivative and the application of the G-Equivariance property.
๐Ÿ’กLie Algebra Element
A Lie algebra element is an element of a Lie algebra, which is a mathematical structure that generalizes the properties of the algebra of matrices. In the context of the video, Lie algebra elements are used to represent the infinitesimal generators of the group action on the fibers of the principal bundle.
Highlights

Introduction to covariant derivatives on associated vector bundles using a principal bundle with fiber G and a connection one form Omega.

Discussion on the necessity of a connection one form for the existence of covariant derivatives.

Exploration of the parallel transport effects within the fibers of the principal bundle influenced by the connection one form.

Construction of the associated vector bundle requiring information from a left action on the fibers.

The concept of a covariant derivative is introduced as a geometric and intuitive idea, despite its technical complexity.

A technically neater way to construct covariant derivatives is presented, involving a unique function associated with a section of the bundle.

The G-equivariance condition for the associated function is explained, highlighting its importance in the construction process.

A key theorem is presented, establishing a bijection between sections of the associated bundle and G-equivariant functions on the principal bundle.

Proof of the theorem's first direction, showing the construction of a section from a G-equivariant function.

Proof of the theorem's second direction, demonstrating the construction of a G-equivariant function from a section.

Verification that no information is lost when converting between sections and G-equivariant functions.

Discussion on the properties required for the covariant derivative, such as linearity and additivity.

Construction of the covariant derivative acting on a function defined on the principal bundle.

Localization technique using a section to trivialize the bundle and define the covariant derivative on the base manifold.

Derivation of the expression for the covariant derivative in terms of the connection one form and the induced vector field.

Explanation of the impact of choosing different left actions on the construction of the covariant derivative.

Implications of the choice of left action in quantum mechanics, particularly in two and three dimensions.

Insight into how the connection coefficients appear in the covariant derivative and their dependence on the choice of connection one form.

Transcripts
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