Differential Manifold
References
John Lee, Introduction to Smooth Manifolds
Loring Tu, An Introduction to Manifolds
Victor Guillemin and Alan Pollack, Differential Topology
For Chinese reader, you can refer to the website http://staff.ustc.edu.cn/~wangzuoq/Courses/23F-Manifolds/#notes for Chinese course note in USTC.
Manifolds and Smooth maps
Topological Manifolds
Let
We denote
Atlas and -structure
An atlas on a topological manifold
Let
We call the transition map
We say
Let
And it is not hard to prove that if
Actually, Let
We call
Smooth Manifolds
A smooth manifold is a
Coordinate Functions
Let
For
And we call
Tangent Vectors and Tangent Spaces
Germs of functions
A germ of a function at a point
Formally, let
A germ of a function at
We denote
If we write
Definition
There is three common definitions of tangent vectors on a manifold
The tangent space at a point
We shall mainly focus on the first definition of tangent vectors as derivations, which is the most general and abstract definition.
The tangent space is equipped with a natural
Coordinate Expression
Let
Consider
We know that
By definition, we can prove the Kronecker delta property:
So every
The coordinate expression of a tangent vector
Fiber Bundles
Definition of Fiber Bundle
A fiber bundle is a structure
- Total space:
(a manifold) - Base space:
(a manifold) - Bundle projection:
(a smooth surjective map) - Typical fiber:
(a manifold)
such that the local triviality condition holds: for
each point
The pair
For each
Intuitively, a fiber bundle describes a space that ‘locally looks like a product’ but may have global twisting, like the Möbius strip over a circle.
Vector Bundles
A vector bundle is a fiber bundle
- Each fiber
has the structure of a -dimensional real vector space. - The local trivializations
are linear on each fiber, meaning that for each , the restriction is a vector space isomorphism.
The integer
Tangent Bundle
The tangent bundle of a manifold
The bundle projection
Local Trivialization: Let
Manifold Structure: The tangent bundle
Transition Maps: If
This map is smooth, confirming that
Sections of Fiber Bundles
Definition of Sections
Let
A section
Local Expression of Smoothness
Let
Sometimes we just say
Space of Sections
We denote by
For General Fiber Bundles: The space
For Vector Bundles: When
Vector space structure: For sections
and scalars : -module structure: For a smooth function and a section :
These structures exist because each fiber
Differential
Let
It is defined as follows: for any tangent vector
Local Coordinate Expression: Let
In matrix form, if
Vector Fields
A vector field on a manifold
Equivalently, a vector field assigns to each point
Local Coordinate Expression:
The partial derivative operator
where
In a coordinate chart
The smoothness of the vector field
Space of Vector Fields: We denote by
Partition of Unity
Partitions of unity are one of the most powerful tools in the theory of smooth manifolds. They provide a way to smoothly “glue together” local constructions into global ones. For example, if we can define an object (like a function, a metric, or a differential form) on each chart of an atlas, a partition of unity allows us to combine these local objects into a single, globally defined smooth object on the entire manifold. The fundamental building blocks for partitions of unity are smooth bump functions.
Bump Functions
A bump function on a manifold
First, let’s establish their existence on
By scaling and translating this function, we can create a bump function for any ball. More generally, we have the following crucial existence theorem for bump functions on manifolds:
Theorem (Existence of Bump Functions): Let
Here, the support of a function
Definition of a Partition of Unity
Let
- Subordination: For each
, the support of is contained in . That is, . - Local Finiteness: The cover of supports
is locally finite. This means that for every point , there exists a neighborhood of that intersects only a finite number of the sets . - Sum to Unity: For every point
, the sum of the function values at that point is 1. (The local finiteness condition ensures that for any , this is a finite sum in a neighborhood of , and thus the total sum is a well-defined smooth function.)
Existence of Partitions of Unity
The main theorem guarantees that such partitions of unity always exist on manifolds that satisfy the standard topological assumptions.
Theorem (Existence of Partitions of Unity): Let
Sketch of Proof: The proof relies on the topological property of paracompactness, which is guaranteed for Hausdorff, second-countable manifolds.
- Find a good refinement: Since
is second-countable and locally compact, we can find a countable, locally finite open refinement of the original cover such that each is compact and for each , there is some with . - Find another refinement: We can construct another
open cover
such that for each , is compact and . - Construct bump functions: For each
, since is a compact set contained in the open set , we can use the bump function existence theorem to find a smooth function such that on and . - Sum the bump functions: Define a function
by . Since the cover (and thus the supports of the ) is locally finite, this sum is finite in a neighborhood of any point, so is a smooth function. Since is a cover, for any , for some , which means . Therefore, for all . - Normalize: For each
, define . This family is a partition of unity subordinate to the cover , and therefore also subordinate to the original cover .
Applications of Partitions of Unity
Partitions of unity are essential for extending local properties to global ones. Here are two classic applications:
Integration on Manifolds: To define the integral of a function
on a manifold , one can use a partition of unity subordinate to a cover of coordinate charts . The integral is then defined as a sum of integrals over Euclidean space: The partition of unity ensures that each piece is compactly supported within a single chart, making the integral well-defined, and that the sum captures the “whole” of .Existence of Riemannian Metrics: Any smooth manifold admits a Riemannian metric. To prove this, one can define a Euclidean metric on each coordinate chart
. Using a partition of unity subordinate to the chart cover, one can patch these local metrics together into a global metric via a weighted sum: where is the pullback of the Euclidean metric from to . The result is a smoothly varying inner product on each tangent space, i.e., a Riemannian metric.
Local Behavior of Smooth Maps (Submersion, Immersion, Embedding)
Homotopy
Sard’s theorem
Submanifold
Whitney Embedding Theorem
Tubular Neighborhood Theorem
Manifold with Boundary
First, we denote
A manifold with boundary is a topological space
or equivalently, a Hausdorff, second
countable topological space
Let
In other words,
We may denote
Properties: -
The result of atlas on manifold with boundary is similar.
For the tangent space of
remains a full space of at any point .