`Posted`

: November 23, 2018

`Edited`

: December 15, 2018

`Status`

:
**Completed**

` Categories `

:
`Topology`

Were equations, pictures or diagrams not properly rendered, please refresh the page. If the problem persists, you can contact me.

\[\newcommand{\spl}[1]{\langle{#1}\rangle}
\newcommand{\inner}[2]{\left\langle{#1,#2}\right\rangle}
\newcommand{\form}{\tilde}
\newcommand{\abs}[1]{\left\vert{#1}\right\vert}
%\renewcommand{\vec}{\mathbf}
\newcommand{\bra}[1]{\left\langle{#1}\right\vert }
\newcommand{\ket}[1]{\left| {#1}\right\rangle}
\newcommand{\braket}[2]{\left\langle {#1} \; \middle|\;{#2} \right\rangle }
\newcommand{\mani}{\mathcal}
\newcommand{\field}{\mathscr}
\newcommand{\Tspace}[1]{T\! {#1}}
\newcommand{\d}{\mathrm{d}}
\newcommand{\R}{\mathbb{R}}
\newcommand{\D}[2]{\frac{\d {#1}}{\d {#2} }}
\newcommand{\Partial}[2]{\frac{\partial {#1} }{\partial {#2} }}
\newcommand{\op}{\hat}
\newcommand{\uvec}{\hat}
\newcommand{\dfdas}{: =}
\newcommand{\Eqn}[1]{\text{(Eqn. }\ref{#1}\text{)}}
\newcommand{\dual}{\tilde}
\newcommand{\vard}{\mathfrak{d}}
\newcommand{\vare}{\mathfrak{e}}
\newcommand{\e}{\mathrm{e}}
\newcommand{\i}{\mathrm{i}}
\newcommand{\blue}{\color{blue}}
\newcommand{\red}{\color{red}}
\newcommand{\norm}[1]{\left\|{#1}\right\|}
\newcommand{\set}[1]{\left\lbrace{#1}\right\rbrace}
\newcommand{\sgn}{\operatorname{sgn}}
\newcommand{\Z}{\mathbb{Z}}
\newcommand{\nint}{\int\!\!\!\cdot\!\!\cdot\!\!\cdot\!\!\!\int}
\notag\]
# The Name

# Body and Boundary

## The celebrated $\operatorname{d}$

## “Co-“ in Cohomology

## Stokes’ Theorem - Duality of $\partial$ and $\operatorname{d}$

# Definition of the de Rham Cohomology Group

# Exactness

# Make Homology out of Cohomology

This post follows Nakahara.

“de Rham Cohomology” is translated in Chinese as “德拉姆上同调”, where “同调” stands for “the same tune”. I suppose this is related to the musical isomorphism between one forms and vectors. As for the meaning of “co-“, here are my thoughts.

English | Chinese | Meaning |
---|---|---|

cosine/cotangent |
余弦/余切 |
adding up to $\pi /2$ |

coset |
陪集 |
dual in the same space |

cohomology |
上同调 |
dual in different spaces |

The cohomology is a relationship defined on forms. We will find how to define chains, boundaries, and cycles on differential forms.

Remember homology relations? It’s very similar to the diagram we found in differential forms and tensors.

\[\begin{array}{cccccccc} &\text{0-forms} & \xrightarrow{\d}{} &\text{$1$-forms} & \xrightarrow{\d}{} & \text{$2$-forms} & \xrightarrow{\d}{}& \text{$3$-forms}&\xrightarrow{\d}{}& 0 \\ &\downarrow &&\downarrow&&\downarrow&&\downarrow \\ &\text{ {functions} } &\xrightarrow{\nabla}{} &\text{ {vector fields} } &\xrightarrow{\nabla\times}{} &\text{ {vector fields} } &\xrightarrow{\nabla\cdot}{} &\text{ {functions} }\\ & function & & divergence & & curl & & gradient \end{array}\]Hence we have the following diagram.

The differences exist but the symbol $\d$ still stands for “take the edge”.

Homology | Cohomology | Notes | |
---|---|---|---|

boundary operator | $\partial $ means “take boundaries” | $\d$ stands for “exterior derivative” | |

chains | differential forms | ||

$\d \omega = 0$ | cycle | closed form | “Closed” forms has no boundary, hence the name. |

$\omega=\d\eta$ | boundary | exact form | Exact forms are “exactly” the exterior derivative of a higher form. |

$\substack{\d^2=0\newline \partial^2=0}$ | boundaries have no boundary | boundaries have no boundary |

From differential forms, we can tell if a manifold has a whole as we did in homology groups. Still, we need to define the reverse map of $\d$, namely integration, in order to find the $\operatorname{img} 0$.

As at the beginning of this post, “co-“ means dual, and cohomology group is a dual space of the homology group. This dual relationship is evident in the Stokes’ theorem, as $\partial\leftrightarrow\d$. However, that is not the definition of dual vector space. Like a covector maps a vector to a number, we are looking for this map (i.e., inner product), such that an $r$-chain $c$ and an $r$-from are mapped to a number.

\[c,\omega \mapsto (c,\omega)\in\R\]This map is none other than **integration** of a differential form over a simplex!.

Recall that a simplex of dimension $r$ is defined in $\R^r$ as

\[\sigma _ r=\set{x\in\R^N \mid x=\sum _ {i=0}^n c _ ip _ i, c _ i\ge0, \sum _ {i=0}^n c _ i=1},\]and an $r$-from is now written as

\[\omega=w(\vec x)\, \d x^1 \wedge \d x^2\wedge\cdots\wedge\d x^r\]Integration of a form over a simplex is defined as

\[\begin{align} \int_{\sigma_r}\omega &=\int _{\sigma_r} w(\vec x)\d x^1 \wedge \d x^2\wedge\cdots\wedge\d x^r\\ &\dfdas \nint _{\sigma_r}w(\vec x)\d x^1 \d x^2 \cdots\d x^r \end{align}\]The map is clearly bilinear,

\[(c_1+c_2,\omega)=\int_{c_1+c_2}\omega=\int_{c_1}\omega+\int_{c_1}\omega \\ (c,\omega_1+\omega_2)=\int_{c}(\omega_1+\omega_2)=\int_{c}\omega_1+\int_{c}\omega_2\]We now give Stokes’ theorem without proof in the context of exterior derivative.

\[\int _{\sigma_r} \d \omega = \int_{\partial\sigma _r} \omega\]

Example in $3$-dimensional space:If we take $\omega = a \d x + b \d y + c \d z$, and $w=(a,b,c)$, we have

\[\int_S \vec\nabla\times w \cdot \d \vec S =\oint_C\vec w\cdot\d \vec l\]If we take $\psi=\frac{1}{2}\psi _ {\mu\nu}\d x^\mu \wedge\d x^\nu$, and $F^\mu=\varepsilon^{\lambda \mu\nu } \psi_ {\mu\nu}$, we have

\[\int_V \vec\nabla\cdot \vec F \d V =\oint_S\vec F\cdot\d \vec S\]

It can be written using the bi-linear map as

\[(c,\d \omega)=(\partial c, \omega )\]This duality is in a sense “induces” the homology group and cohomology group.

Now with necessary mathematical machinery defined, finally, we will define the cohomology group.

The set of closed $r$-forms on manifold $M$ are called the **co-cycle group**, denoted $Z^r(M)$, not to be confused with cycle group $Z _ r(M)$. The set of exact $r$-forms on manifold $M$ are called the **co-boundary group**, denoted $B^r(M)$.

The $r$th **de Rham cohomology group** is defined as

Like in the case of homology group, the cohomology group is just those closed $r$-forms that are not exact.

The sufficient and necessary conditions of exactness in the last post about homology are still unanswered.

For a set of cycles $\set{c _ 1, \cdots, c _ k}$ such that $c _ i\not\sim c _ j$, $k=\dim{H_r(M)}$ is the

\[\int_{c_i}\omega=0.\]Betti number. A close $r$-from $\omega$ is exactif and only iffor all $i=1,2,\cdots,k$

So far we have defined the cohomology group and pointed out the relationships between it and the homology group. Now it is time to find some examples.

In short, we are looking for closed $r$-forms that are not exact. For simplicity, we will be looking at one-forms in $2$-dimensional spaces, $\omega = F\d x+G\d y$.

If we take $F$ and $G$ both as polynomials, from $\omega$ is closed,

\[\begin{align*} \d \omega &= \d (F\d x) + \d(G\d y)\\ &=\d F\wedge \d x + \d G \wedge \d y\\ &=\left(\Partial{F}{x}\d x + \Partial{F}{y}\d y \right)\wedge \d x+\left(\Partial{G}{x}\d x + \Partial{G}{y}\d y \right)\wedge \d y\\ &=\left(\Partial{F}{y}-\Partial{G}{x}\right)(\d x \wedge \d y)\\ &=0, \end{align*}\]we have

\[\Partial{F}{y}=\Partial{G}{x}.\]This guarantees the equation

\[\begin{cases} \Partial{f}{x}=F\\ \Partial{f}{y}=G \end{cases}\]has a solution. Which means

\[\d f = \omega\]always hold.

This is interesting. Remember that for $r$-cycles, as long as it is in $\R^3$, it is a boundary. In other words, **as long as the manifold has no “holes”, closed forms are always exact.** One way to make a hole in the space is to put polynomials in the denominator, for example,

is closed. However, the manifold now has a hole at $(0,0)$, and it is not exact anymore.

Proof that $\omega$ is not exact:(From [math stackexchange]) transform $\omega$ in polar coordinates, using \(x = r\cos \theta\notag\\ y = r\sin \theta\notag\)

we have

\[\omega = \d\theta\]Namely, we can define a “function” $f(x,y)=\arctan(y/x)$ such that $\omega=\d f$, and

\[\int_c w = \int_0^{2\pi} dt = 2\pi. \tag{12}\]According to section

`Exactness`

, this form is not exact. That “function” $f$ is not even single value on the entire plane $\R^2/0$.

Now we have applied cohomology theories on trivial spaces and $\R^2/0$, and showed that cohomology can distinguish these two types of spaces. In this sense, cohomology groups serve the same purpose as homology groups: classify spaces in terms of “holes” in it.

## Comments

## Be the first one to comment on this page!