# §2 子群
## §2.1 子群的定义
**定义 2.1** 令 $G$ 是一个群，并且 $H \subset G$。 $H$ 被称为是 $G$ 的一个**子群(subgroup)**，如果满足

(1) $\forall h_1, h_2 \in H$，$h_1 h_2 \in H$ 。(在乘法下封闭)

(2) $1_G \in H$ 。

(3) 如果 $h \in H$ ，则 $h^{-1} \in H$ 。



## §2.2 子群的例子
**例 2.1** $\mathbb{R}_{>0} \subset \mathbb{R}^{\times}$是一个子群。

<details> <summary>证明.</summary> 
    
$\mathbb{R}_{>0}$ 是一个 $\mathbb{R}^{\times}$的一个子群，因为

(1) $\forall h_1, h_2 \in \mathbb{R}_{>0}$, $h_1 h_2 \in \mathbb{R}_{>0}$ 。

(2) $1 \in \mathbb{R}_{>0}$ 。

(3) 如果 $h \in \mathbb{R}_{>0}$，则 $h^{-1}=\dfrac{1}{h} \in \mathbb{R}_{>0}$ 。

$$
~\tag*{$\square$}
$$

</details>

**例 2.2** $\mathbb{Z}_{\geqslant 0} \subset(\mathbb{Z},+)$ 不是一个子群。

<details> <summary>证明.</summary> 
    
$\mathbb{Z}_{\geqslant 0}$ 不是 $\mathbb{Z}$ 的一个子群，因为不是所有元素 $z \in \mathbb{Z}$ 有一个逆。举例而言， $z=1$ ，它的逆应该是$-1$，但它不在 $\mathbb{Z}_{\geqslant 0}$ 中。

$$
~\tag*{$\square$}
$$

</details>

**例 2.3** $SL_n(\mathbb{R}):=\left\{M \in GL_n(\mathbb{R}) \mid \det M=1\right\} \subset GL_n(\mathbb{R})$ 是一个子群。

<details> <summary>证明.</summary> 
    
$SL_n(\mathbb{R})$ 是 $GL_n(\mathbb{R})$ 的一个子群，因为

(1) $\forall M_1, M_2 \in SL_n(\mathbb{R}) ， M_1 M_2 \in SL_n(\mathbb{R})$ ，因为
$$
\det\left(M_1 M_2\right)=\det\left(M_1\right) \det\left(M_2\right)=1 \times 1=1 .
$$

(2) 单位矩阵 $1_{GL_n(\mathbb{R})} \in SL_n(\mathbb{R})$ ，因为 $\det\left(1_{GL_n(\mathbb{R})}\right)=1$ 。

(3) $\forall M \in SL_n(\mathbb{R})$ ，则 $M^{-1} \in SL_n(\mathbb{R})$ ，因为 $\det\left(M^{-1}\right)=\frac{1}{\det(M)}=1$。

$$
~\tag*{$\square$}
$$

</details>

**例 2.4** 令 $\mathbb{C}^{\times}:=\mathbb{C} \setminus\{0\}$ 。定义 $m$ 为复数乘法: $\forall z_1, z_2 \in \mathbb{C}^{\times}$，
$$
m\left(z_1, z_2\right)=z_1 \times z_2 .
$$
我们有

(a) $\mathbb{C}^{\times}$是一个群。

(b) 令
$$
S^1=\{z\mid | z |=1\} .
$$
则 $S^1 \subset \mathbb{C}^{\times}$是一个子群。

<details> <summary>证明.</summary> 
    
 (a) $\mathbb{C}^{\times}$是一个群，因为

(1) 复数乘法满足结合律。

(2) $\forall z \in \mathbb{C}^{\times}, 1 \times z=z \times 1=z$ 。

(3) $\forall z \in \mathbb{C}^{\times}$， 令 $z^{-1}=\frac{\bar{z}}{\|z\|^2}$ 。

(b) $S^1$ 是 $\mathbb{C}^{\times}$的一个子群，因为

(1) $\left|z_1\right|=\left|z_2\right|=1 \Rightarrow\left|z_1 \times z_2\right|=1$ ，所以 $S^1$ 在 $\times$ 下封闭。

(2) $|1|=1$ ，所以恒元在 $S^1$ 中。

(3) 如果 $|z|=1$ ，则 $|\bar{z}|=1$ ，并且 $z^{-1}=\bar{z}$。

$$
~\tag*{$\square$}
$$

# §2 Subgroups

## §2.1 Definition of a Subgroup

**Definition 2.1** Let $G$ be a group and let $H \subset G$. We say that $H$ is a **subgroup** of $G$ if the following conditions are satisfied:

(1) For all $h_1, h_2 \in H$, we have $h_1 h_2 \in H$. (Closure under multiplication)

(2) $1_G \in H$.

(3) If $h \in H$, then $h^{-1} \in H$.



## §2.2 Examples of Subgroups

**Example 2.1** $\mathbb{R}_{>0} \subset \mathbb{R}^{\times}$ is a subgroup.

<details> <summary>Proof.</summary> 

$\mathbb{R}_{>0}$ is a subgroup of $\mathbb{R}^{\times}$ because

(1) For all $h_1, h_2 \in \mathbb{R}*{>0}$, we have $h_1 h_2 \in \mathbb{R}*{>0}$.

(2) $1 \in \mathbb{R}_{>0}$.

(3) If $h \in \mathbb{R}*{>0}$, then
$h^{-1}=\dfrac{1}{h} \in \mathbb{R}*{>0}$.

$$
~\tag*{$\square$}
$$

</details>

**Example 2.2** $\mathbb{Z}_{\geqslant 0} \subset(\mathbb{Z},+)$ is not a subgroup.

<details> <summary>Proof.</summary> 

$\mathbb{Z}*{\geqslant 0}$ is not a subgroup of $\mathbb{Z}$ because not every element has an inverse in $\mathbb{Z}*{\geqslant 0}$. For example, for $z=1$, its inverse under addition should be $-1$, but
$-1\notin\mathbb{Z}_{\geqslant 0}$.

$$
~\tag*{$\square$}
$$

</details>

**Example 2.3**
 $SL_n(\mathbb{R}):=\left\{M \in GL_n(\mathbb{R}) \mid \det M=1\right\} \subset GL_n(\mathbb{R})$ is a subgroup.

<details> <summary>Proof.</summary> 

$SL_n(\mathbb{R})$ is a subgroup of $GL_n(\mathbb{R})$ because

(1) For all
$M_1, M_2 \in SL_n(\mathbb{R})$,
we have
$M_1 M_2 \in SL_n(\mathbb{R})$,
since

$$
\det\left(M_1 M_2\right)=\det\left(M_1\right) \det\left(M_2\right)=1 \times 1=1 .
$$

(2) The identity matrix
$1_{GL_n(\mathbb{R})} \in SL_n(\mathbb{R})$,
since
$\det\left(1_{GL_n(\mathbb{R})}\right)=1$.

(3) For every
$M \in SL_n(\mathbb{R})$,
we have
$M^{-1} \in SL_n(\mathbb{R})$,
since
$\det\left(M^{-1}\right)=\frac{1}{\det(M)}=1$.

$$
~\tag*{$\square$}
$$

</details>

**Example 2.4** Let
$\mathbb{C}^{\times}:=\mathbb{C} \setminus\{0\}$.
Define $m$ to be complex multiplication: for all
$z_1, z_2 \in \mathbb{C}^{\times}$,

$$
m\left(z_1, z_2\right)=z_1 \times z_2 .
$$

Then:

(a) $\mathbb{C}^{\times}$ is a group.

(b) Let

$$
S^1=\{z\mid | z |=1\}.
$$

Then
$S^1 \subset \mathbb{C}^{\times}$
is a subgroup.

<details> <summary>Proof.</summary> 

(a) $\mathbb{C}^{\times}$ is a group because

(1) Complex multiplication is associative.

(2) For every
$z \in \mathbb{C}^{\times}$,
we have
$1 \times z=z \times 1=z$.

(3) For every
$z \in \mathbb{C}^{\times}$,
let
$z^{-1}=\frac{\bar{z}}{|z|^2}$.

(b) $S^1$ is a subgroup of $\mathbb{C}^{\times}$ because

(1)
$\left|z_1\right|=\left|z_2\right|=1
\Rightarrow
\left|z_1 \times z_2\right|=1$,
so $S^1$ is closed under multiplication.

(2)
$|1|=1$,
so the identity lies in $S^1$.

(3) If
$|z|=1$,
then
$|\bar{z}|=1$,
and
$z^{-1}=\bar{z}$.

$$
~\tag*{$\square$}
$$

§ DS-02 子群

§ DS-02 Subgroup

# §0 简介
<table class="tg">
<thead>
  <tr><th class="tg-0pky">概念(名字)</th>
    <th class="tg-0pky">所有数字</th>
    <th class="tg-0pky">导数</th>
    <th class="tg-0pky">群</th>
    <th class="tg-0pky">环</th>
  </tr>
</thead>
<tbody>
  <tr>
    <td class="tg-0pky">这个概念解释了...?<br> (数学是一种表达思想的语言; <br>这些词语体现了什么思想呢？)</td>
    <td class="tg-0pky">计数,<br>数量</td>
    <td class="tg-0pky">变化率,<br>线性化</td>
    <td class="tg-0pky">对称性</td>
    <td class="tg-0pky">空间上的函数</td>
  </tr>
  <tr>
    <td class="tg-0pky">一些数学结果</td>
    <td class="tg-0pky"></td>
    <td class="tg-0pky"></td>
    <td class="tg-0pky" colspan="2">几何的"代数化" <br>(Descartes至今),<br>代数的"几何化"</td>
  </tr>
  <tr>
    <td class="tg-0pky">一些应用<br>(纯数之外)</td>
    <td class="tg-0pky"></td>
    <td class="tg-0pky"></td>
    <td class="tg-0pky" colspan="2">Nöther定理(物理)<br>RSA算法(密码学)<br>逻辑电路作为"余层"<br>数据集的同调形状, 等等</td>
  </tr>
</tbody>
</table>



# §1 群
## §1.1 群

考虑某个对象 $X$ 。

**什么是 $X$ 的一个对称性呢?**

通常来说，我们对于这个对象 $X$ 会有一些关于**结构**的前置印象 (形状，距离，线性等等，比如说圆、三角、方块儿，再比如说度量，抑或是向量空间$V$等等) 。

<p align="center">
  <img src="https://tex.xumin.net/svgb/fZLNToQwFIX3PkWXkMBNYSgwMTwJsKhtxSoppFMy0cmsTdyoK_fu3BsXJj6OmcxbmAIzjImyPPfnO7cnLS5EJdXGyJu7VjLTabHNa6kEYrTNdNMp7qFeXzdSDYXyrOCaroexteTmKsOQtqZEDoaEeAGExEVMalaLXFMuu1VmG-X5_4shLLCHgWAX-T5yFoAtZ0kOMj3psltWixlWBISM01owQ1VVC-TER-TMKgZsjcLIRQCINcropl4d60HqIqp4r61FkPRzDoagbyfDuQSWJ92JEo-UZKT0Jw1USxllGNkLVcNFftkokxU11ZUoETVjLj6GIHTR5vvrdffwsZ15Tmxzm2JMpmCsTG3mh0T-9us3rB-2fk_P-_vH3dvn_uXdugrFf_2bHw">
</p>

$X$ 的一个对称性应该是一个映射(为什么是一个从 $X$ 到 $X$ 的映射呢? 因为我们是对 $X$ 进行了变换操作，而 $X$ 本身并没变)
$$
\phi: X \rightarrow X
$$

满足
1. 保持结构，比如 $\operatorname{dist}(x, y)=\operatorname{dist}(\phi(x), \phi(y))$ ，再比如 $\phi(x+y)=\phi(x)+\phi(y)$ ，并且
2. 可以撤销这一操作。

现在，我们首先来尝试一般性地瞅瞅这玩意儿咋回事，以给我们一点启发:

令 $G=\{\phi\}$ 是 $X$ 的对称性的集合。
1. 如果 $\phi_1, \phi_2$ 保持结构，则它们的复合 $\phi_1 \circ \phi_2, \phi_2 \circ \phi_1$ 也保持。 $\Rightarrow$ 我们可以分解 $G$ 的元素 $\Rightarrow$ $G \times G \xrightarrow{m} G$ ，结合性；
2. “什么都不做”应该也是 $X$ 的一个对称性。 $\Rightarrow \mathrm{id}_X \in G ， \operatorname{id}_X \circ \phi=\phi \circ \mathrm{id}_X=\phi$;
3. 因为 $\phi$ 可以撤销，我们应该有 $\phi^{-1} \in G$ ，所以 $\phi \circ \phi^{-1}=\mathrm{id}_X$， $\phi^{-1} \circ \phi=\mathrm{id}_X$ 。

这样通过最一般的映射来看是不是群的定义马上就呼之欲出呢?

### §1.1.1 群的定义

**定义 1.1** 一个**群 (group)** 是一个有序对
$$
(G, m)
$$
其中 $G$ 是一个集合，而 $m$ 是一个映射
$$
\begin{aligned}
& G \times G \rightarrow G \\
& \begin{aligned}
\left(g_1, g_2\right) \mapsto m\left(g_1, g_2\right) & =: g_1 \cdot g_2 \\
& =: g_1 g_2
\end{aligned}
\end{aligned}
$$
使得
1. $m$ 满足结合律，i.e.
$$
m\left(m\left(g_1, g_2\right), g_3\right)=m\left(g_1, m\left(g_2, g_3\right)\right)
$$
i.e. $\left(g_1 \cdot g_2\right) \cdot g_3=g_1 \cdot\left(g_2 \cdot g_3\right)$ 或 $\left(g_1 g_2\right) g_3=g_1\left(g_2 g_3\right)$ ；

2. $\exists$一个元素$1_G \in G$ ，称为**恒元(identity)**，使得
$$
m\left(1_G, g\right)=g=m\left(g, 1_G\right)
$$
i.e. $1_G \cdot g=g=g \cdot 1_G$ 或 $1_G g=g=g 1_G$ ；

3. $\forall g \in G ， \exists$ 元素 $h \in G$ 使得
$$
m(g, h)=1_G=m(h, g)
$$
i.e. $g \cdot h=1_G=h \cdot g$ 或 $g h=1_G=h g$ ，我们经常记 $g^{-1}:=h$ ，称为 " $g$ 的**逆 (inverse)**" 。

### §1.1.2 群的例子

**例 1.1** 令
$$
G=\{\ldots,-1,0,1, \ldots\}=: \mathbb{Z}
$$
为整数的集合。定义
$$
G \times G \xrightarrow{m} G
$$
为
$$
m(g, h)=g+h
$$
(i.e. 整数加法)

比如，我们有
$$
m(-2,3)=1
$$
则 $(G, m)$ 是一个群。
<details>
<summary>证明.</summary>

$(\mathbb{Z},+)$ 是一个群，因为

(1) $m$ 满足结合律，即:

$$
(g+h)+k=g+(h+k)
$$

(2) $0=1_G$ 是恒元，即:

$$
\begin{aligned}
& m(0, g)=0+g=g \\
& m(g, 0)=g+0=g
\end{aligned}
$$

(3) 每个元素都有一个逆元素:

$$
m(g,-g)=g+(-g)=0
$$

$$
~\tag*{$\square$}
$$
</details>

**例 1.2** 令
$$
G=\{\ldots,-1,0,1, \ldots\}=: \mathbb{Z}
$$
为整数的集合。并且令
$$
\begin{aligned}
m: G \times G & \rightarrow G \\
(a, b) & \mapsto a \times b
\end{aligned}
$$
举例
$$
(2,3) \rightarrow 6
$$
我们有 $(G, m)$ 不是群。

<details>
<summary>证明.</summary>

$(\mathbb{Z}, \times)$ 不是群，因为不是所有元素 $z \in \mathbb{Z}$ 都有逆元素。举例而言， $z=2$ ，它的逆元素应该是 $\dfrac{1}{2}$ ，但不在 $\mathbb{Z}$ 中。

$$
~\tag*{$\square$}
$$

</details>

上面的两个例子

$(\mathbb{Z},+)$ 是群。

$(\mathbb{Z}, \times)$ 不是群。

说明了知道 $m$ 很重要。无论如何，我们经常会缩写，比如说 "令 $G$ 是一个群"，省略提及 $m$ 。

**例 1.3** 令 $G=\mathbb{R} \backslash\{0\}$ (去掉 0 的实数的集合)。令
$$
\begin{aligned}
m: G \times G & \rightarrow G \\
(a, b) & \mapsto a \times b
\end{aligned}
$$
则 $G$ 是一个群。我们从现在起记为 $\mathbb{R}^{\times}$。

<details>
<summary>证明.</summary>

$\mathbb{R}^{\times}$是群，因为

(1) 实数乘法满足结合律。

(2) 数字 1 是恒元。

(3) $\forall g \in \mathbb{R} \backslash\{0\}$ ，存在一个 $\dfrac{1}{g}$ ，使得 $g \dfrac{1}{g}=\dfrac{1}{g} g=1$ 。

$$
~\tag*{$\square$}
$$

</details>

### §1.1.3 群的性质

**命题 3.1 (消去律)** 令 $G$ 是一个群，并且 $g, h, k \in G$ 。假设
$$
g h=g k \text{.}
$$
则
$$
h=k \text{.}
$$

类似地，我们有
$$
h g=k g \quad \Rightarrow \quad h=k
$$

<details>
<summary>证明.</summary>

$\exists g^{-1}$ ，使得 $g^{-1} g=1_G$

$$
\begin{aligned}
g h=g k & \Rightarrow g^{-1}(g h)=g^{-1}(g k) \\
& \Rightarrow\left(g^{-1} g\right) h=\left(g^{-1} g\right) k \\
& \Rightarrow 1_G h=1_G k \\
& \Rightarrow h=k
\end{aligned}
$$

我们运用了作为一个群的所有公理!

$$
~\tag*{$\square$}
$$

</details>

**评论:** 消去律对于矩阵乘法不成立，除非 $g, h, k$ 是可逆的，比如 $g=0$ ?

**命题 3.2 (恒元的唯一性)** 群 $G$ 的恒元是唯一的。（即：如果两个元素 $1_G$ 和 $1_G^{\prime}$ 满足定义的恒元的性质，则 $1_G=1_G^{\prime}$ 。)

<details>
<summary>证明.</summary>

如果 $1_G$ 是恒元，则它必须满足方程: 对于任何 $g \in G$ ，

$$
1_{G}g=g1_{G}=g
$$

特别地，如果 $1_G^{\prime}=g$ ，我们必须有

$$
1_G 1_G^{\prime}=1_G^{\prime} .
$$

另一方面，如果 $1_G^{\prime}$ 也是恒元，我们必须有

$$
1_G 1_G^{\prime}=1_G .
$$

根据传递性，我们有

$$
1_G=1_G^{\prime} .
$$

$$
~\tag*{$\square$}
$$

</details>

**命题 3.3 (逆元的唯一性)** 对于任意元素 $g \in G$ ，它的逆 $g^{-1}$ 是唯一的。(即：给定元素 $h$ ， $h^{\prime}$ 满足定义的 $g^{-1}$ 的性质，则 $h=h^{\prime}$ 。)

<details>
<summary>证明.</summary>

假设 $h$ 和 $h^{\prime}$ 都是 $g$ 的逆。则

$$
g h^{\prime}=1_G .
$$

通过在等式两边都左乘 $h$ ，我们得到

$$
h\left(g h^{\prime}\right)=h .
$$

但是根据结合律，等号左边变成

$$
(h g) h^{\prime}=1_G h^{\prime}=h^{\prime} .
$$

通过等号的传递性，我们有

$$
h^{\prime}=h .
$$

$$
~\tag*{$\square$}
$$

</details>

## §1.2 Abel群

**例 1.4** 令 $n \geqslant 1$ 和 $n \in \mathbb{Z}$ 。那么
$$
G=GL_n(\mathbb{R}):=\{n \times n \text{实矩阵} M \mid \det M \neq 0\}
$$
是群，其中
$$
m: G \times G \rightarrow G
$$

通过矩阵乘法给出（这也说明一般情况下 $g h \neq h g$ ）。

<details>
<summary>证明.</summary>

$GL_n(\mathbb{R})$ 是群，因为

(1) 矩阵乘法满足结合律。

(2) 单位矩阵是恒元。

(3) $\operatorname{det}(g) \neq 0 \Rightarrow g$ 是可逆的。

$$
~\tag*{$\square$}
$$

</details>

由于矩阵的乘法不满足交换律， 这说明一般情况下，$gh\neq hg$! 那么如果群乘法是可交换的呢？ 我们有下面的定义:

**定义 1.2** 群$G$被称为**Abel群(abelian group)**, 如果对于所有$g_{1}, g_{2}\in G$, 我们有$g_{1}g_{2}=g_{2}g_{1}$。

**定义 1.3** 群乘法对于不是所有元素都满足交换律的群叫**非Abel群(non-abelian groups)**。

## §1.3 循环群
尽管Abel群通过交换性提供了有用的结构，但某些Abel群甚至更为简单。如果我们可以用一个单独的元素生成整个群呢？这就引出了循环群的概念，循环群是Abel群中最基本的例子之一。

循环群的特殊之处在于它将整个群的结构简化为某个元素的幂或倍数，这个元素称为生成元。这种简单性使得循环群在群论中成为一个重要的构建块，同时也是解决更复杂问题的关键工具。

**定义 1.4** 当且仅当存在一个元素 $g\in G$，称为**生成元(generator)**，使得 $G$ 中的每一个元素都可以表示为 $g$ 的幂时，群 $G$ 被称为**循环群(cyclic group)**。
$$
G=\langle g\rangle:=\{g^{n}\mid n\in\mathbb{Z}\}
$$

**例 1.5 (整数在加法下构成的群)**
群 $(\mathbb{Z},+)$ 是一个以 $1$ 为生成元的循环群：
$$
\langle 1\rangle=\{\ldots,-2,-1,0,1,2,\ldots\}
$$

**例 1.6 (模运算群)**
在模 $n$ 的加法下，群 $\mathbb{Z}/n\mathbb{Z}=\{0,1,\ldots,n\}$ 是一个循环群。元素 $1$ 生成整个群：
$$
\langle 1\rangle=\{1,2,\ldots,n-1,0\}
$$

**命题 1.4** 循环群是Abel群。

<details>
<summary>证明.</summary>

设循环群为 $G$，由元素 $g$ 生成。那么 $\forall x,y\in G$，存在 $m, n$ 使得 $g^{m}=x$ 且 $g^{n}=y$。因此，

$$
xy=g^{m}g^{n}=g^{m+n}=g^{n}g^{m}=yx
$$

因此，$G$ 是Abel群。

$$
~\tag*{$\square$}
$$

</details>

## §1.4 群的阶
**定义 1.5** 令$G$是一个群。我们令
$$
|G|\in \mathbb{Z}_{\geqslant 1}\cup \{\infty\}
$$
为$G$中元素的数量。我们称$|G|$为$G$的**阶(order)**。

**定义 2.3** 对于$g\in G$，考虑集合
$$
\{\ldots,\underbrace{g^{-1}\cdot g^{-1}}_{=:g^{-2}}, g^{-1},\mathrm{id}_{G},g,\underbrace{g\cdot g}_{=:g^{2}},\underbrace{g\cdot g\cdot g}_{=:g^{3}},\ldots\}
$$
我们定义 **$g$的阶(order of $g$)** 为
$$
|\langle g\rangle|
$$

**例 1.7**

- $1_{G}\in G$的阶为$1$。

- $n\in\mathbb{Z}$, $n\neq 0$有无穷阶。

- $\begin{pmatrix}
     0 & 1\\
     1 & 0
    \end{pmatrix}\in GL_{2}(\mathbb{R})$的阶为$2$，因为
$$
g^{2}=\begin{pmatrix}
0&1\\
1&0
\end{pmatrix}\begin{pmatrix}
0&1\\
1&0
\end{pmatrix}=\begin{pmatrix}
1&0\\
0&1
\end{pmatrix}=1_{GL_{2}(\mathbb{R})}
$$
所以$\{\ldots,g^{-1},1,g,\ldots\}=\{1,g\}$。

**定理 1.5 (Euler函数)** 阶为 $n$ 的循环群的生成元的数量由Euler函数$\varphi(n)$给出。

## §1.5 群的中心

为了研究非Abel群， 我们经常关注满足交换律的子集。一个重要的概念便是群的中心：

**定义 1.7** 群$G$的**中心(center)**, 记为$Z(G)$, 定义为:
$$
Z(G)=\{z\in G\mid zg=gz~\text{对于任意}~g\in G\}.
$$

**命题 1.6** 一个Abel群的中心是整个群。

<details>
<summary>证明.</summary>

一个群 $G$ 的中心定义为：

$$
Z(G) = \{z\in G \mid zg=gz~\text{对于所有}~g \in G\}.
$$

在一个Abel群中，每一对元素都可交换：

$$
g_{1} \cdot g_{2}=g_{2}\cdot g_{1} \quad \text{对于所有}~g_{1}, g_{2} \in G.
$$

因此，$G$ 中的每个元素都在中心，这意味着：
$$
Z(G)=G.
$$

$$
~\tag*{$\square$}
$$

</details>

群$G$的中心是与群$G$中每个元素可交换的元素的集合。这个集合不仅是特殊元素的收集，它实际上构成$G$的一个结构。我们将在下一节引入这个结构。

# §0 Introduction

<table class="tg">
<thead>
  <tr><th class="tg-0pky">Concept (Name)</th>
    <th class="tg-0pky">All Numbers</th>
    <th class="tg-0pky">Derivatives</th>
    <th class="tg-0pky">Groups</th>
    <th class="tg-0pky">Rings</th>
  </tr>
</thead>
<tbody>
  <tr>
    <td class="tg-0pky">What does this concept explain...?<br> (Mathematics is a language for expressing ideas;<br>what ideas do these words represent?)</td>
    <td class="tg-0pky">Counting,<br>quantity</td>
    <td class="tg-0pky">Rate of change,<br>linearization</td>
    <td class="tg-0pky">Symmetry</td>
    <td class="tg-0pky">Functions on spaces</td>
  </tr>
  <tr>
    <td class="tg-0pky">Some mathematical results</td>
    <td class="tg-0pky"></td>
    <td class="tg-0pky"></td>
    <td class="tg-0pky" colspan="2">The "algebraization" of geometry<br>(from Descartes to the present),<br>and the "geometrization" of algebra</td>
  </tr>
  <tr>
    <td class="tg-0pky">Some applications<br>(outside pure mathematics)</td>
    <td class="tg-0pky"></td>
    <td class="tg-0pky"></td>
    <td class="tg-0pky" colspan="2">Noether's theorem (physics)<br>RSA algorithm (cryptography)<br>logic circuits as "cosheaves"<br>homological shapes of data sets, etc.</td>
  </tr>
</tbody>
</table>



# §1 Groups

## §1.1 Groups

Consider some object $X$.

**What is a symmetry of $X$?**

Usually, when we think about an object $X$, we already have some prior notion of its **structure**—its shape, distance, linear structure, and so on. For example, $X$ may be a circle, a triangle, a square, a metric space, or a vector space $V$, etc.

<p align="center">
  <img src="https://tex.xumin.net/svgb/fZLLboMwEEX3_YpZggQjQ3AgqviKSN0AC9eeJk6RjRxHUYvy75WBPCq1Wd55nDu-cvtOO21Grz-_By39ydGl6bUhkGKonT0ZlcCkD1abudC9tMqJ8zx21srva4bV4DuIGJY8yTDnMUjtZE-NE0qfjnVodK__L-a4YglDzmJIU4hWyAJnw6-yeujKL9nTE1aBnC_TjqQXZtcTROsb8skqQxaM8iIGRJDWeGf7462eVTEIoyYdLLJymosYZlO7nM_luHno3inrhVIulOmkmRooi8yLcKGxipoPa3zd9sLtqAPhl1xShlkew7jdi4GOlyfPWYfc7jGW92CCrELm10T-9ps2gh-LYXwj6a2D7SAkBVcy6te_-QE">
</p>

A symmetry of $X$ should be a map (why a map from $X$ to $X$? Because we are performing a transformation on $X$, while $X$ itself remains the same)

$$
\phi: X \rightarrow X
$$

such that

1. it preserves the structure, for example
   $\operatorname{dist}(x, y)=\operatorname{dist}(\phi(x), \phi(y))$,
   or
   $\phi(x+y)=\phi(x)+\phi(y)$,
   and

2. the operation can be undone.

Now let us first look at this in the most general possible way, in order to gain some intuition.

Let $G={\phi}$ be the set of symmetries of $X$.

1. If $\phi_1,\phi_2$ preserve the structure, then their compositions
   $\phi_1\circ\phi_2$ and $\phi_2\circ\phi_1$
   also preserve the structure.
   $\Rightarrow$ We can compose elements of $G$
   $\Rightarrow$
   $G\times G\xrightarrow{m}G$,
   with associativity;

2. "Doing nothing" should also be a symmetry of $X$.
   $\Rightarrow \mathrm{id}_X\in G$,
   and
   $\operatorname{id}_X\circ\phi=\phi\circ\mathrm{id}_X=\phi$;

3. Since $\phi$ can be undone, we should have
   $\phi^{-1}\in G$,
   so
   $\phi\circ\phi^{-1}=\mathrm{id}_X$,
   and
   $\phi^{-1}\circ\phi=\mathrm{id}_X$.

Seen from this most general point of view, does the definition of a group not now almost suggest itself?

### §1.1.1 Definition of a Group

**Definition 1.1** A **group** is an ordered pair

$$
(G, m)
$$

where $G$ is a set and $m$ is a map

$$
\begin{aligned}
& G \times G \rightarrow G \\
& \begin{aligned}
\left(g_1, g_2\right) \mapsto m\left(g_1, g_2\right) & =: g_1 \cdot g_2 \\
& =: g_1 g_2
\end{aligned}
\end{aligned}
$$

such that

1. $m$ satisfies associativity, i.e.

$$
m\left(m\left(g_1, g_2\right), g_3\right)=m\left(g_1, m\left(g_2, g_3\right)\right)
$$

i.e.
$\left(g_1 \cdot g_2\right) \cdot g_3=g_1 \cdot\left(g_2 \cdot g_3\right)$
or
$\left(g_1 g_2\right) g_3=g_1\left(g_2 g_3\right)$;

2. $\exists$ an element $1_G \in G$, called the **identity**, such that

$$
m\left(1_G, g\right)=g=m\left(g, 1_G\right)
$$

i.e.
$1_G \cdot g=g=g \cdot 1_G$
or
$1_G g=g=g 1_G$;

3. $\forall g \in G$, $\exists$ an element $h\in G$ such that

$$
m(g, h)=1_G=m(h, g)
$$

i.e.
$g\cdot h=1_G=h\cdot g$
or
$gh=1_G=hg$.
We usually write
$g^{-1}:=h$
and call it the **inverse** of $g$.

### §1.1.2 Examples of Groups

**Example 1.1** Let

$$
G=\{\ldots,-1,0,1, \ldots\}=: \mathbb{Z}
$$

be the set of integers. Define

$$
G \times G \xrightarrow{m} G
$$

by

$$
m(g, h)=g+h
$$

(i.e. integer addition).

For example,

$$
m(-2,3)=1.
$$

Then $(G,m)$ is a group.

<details>
<summary>Proof.</summary>

$(\mathbb{Z},+)$ is a group because

(1) $m$ is associative:

$$
(g+h)+k=g+(h+k).
$$

(2) $0=1_G$ is the identity:

$$
\begin{aligned}
& m(0, g)=0+g=g \\
& m(g, 0)=g+0=g
\end{aligned}
$$

(3) Every element has an inverse:

$$
m(g,-g)=g+(-g)=0.
$$

$$
~\tag*{$\square$}
$$

</details>

**Example 1.2** Let

$$
G=\{\ldots,-1,0,1, \ldots\}=: \mathbb{Z}
$$

be the set of integers, and let

$$
\begin{aligned}
m: G \times G & \rightarrow G \\
(a, b) & \mapsto a \times b.
\end{aligned}
$$

For example,

$$
(2,3) \rightarrow 6.
$$

Then $(G,m)$ is not a group.

<details>
<summary>Proof.</summary>

$(\mathbb{Z},\times)$ is not a group because not every element
$z\in\mathbb{Z}$
has an inverse. For example, if $z=2$, its inverse would have to be
$\dfrac{1}{2}$,
which is not in $\mathbb{Z}$.

$$
~\tag*{$\square$}
$$

</details>

The two examples above show that

$(\mathbb{Z},+)$ is a group,

while

$(\mathbb{Z},\times)$ is not a group.

This illustrates that knowing $m$ is important. Nevertheless, we will often abbreviate our language and simply say "let $G$ be a group", omitting explicit mention of $m$.

**Example 1.3** Let
$G=\mathbb{R}\backslash{0}$
(the set of nonzero real numbers). Let

$$
\begin{aligned}
m: G \times G & \rightarrow G \\
(a, b) & \mapsto a \times b.
\end{aligned}
$$

Then $G$ is a group. From now on, we denote it by $\mathbb{R}^{\times}$.

<details>
<summary>Proof.</summary>

$\mathbb{R}^{\times}$ is a group because

(1) multiplication of real numbers is associative;

(2) the number $1$ is the identity;

(3) for every
$g\in\mathbb{R}\backslash{0}$,
there exists
$\dfrac{1}{g}$
such that
$g\dfrac{1}{g}=\dfrac{1}{g}g=1$.

$$
~\tag*{$\square$}
$$

</details>

### §1.1.3 Properties of Groups

**Proposition 3.1 (Cancellation Law)** Let $G$ be a group and let
$g,h,k\in G$.
Suppose

$$
gh=gk.
$$

Then

$$
h=k.
$$

Similarly,

$$
hg=kg \quad \Rightarrow \quad h=k.
$$

<details>
<summary>Proof.</summary>

There exists $g^{-1}$ such that
$g^{-1}g=1_G$.

$$
\begin{aligned}
g h=g k & \Rightarrow g^{-1}(g h)=g^{-1}(g k) \\
& \Rightarrow\left(g^{-1} g\right) h=\left(g^{-1} g\right) k \\
& \Rightarrow 1_G h=1_G k \\
& \Rightarrow h=k.
\end{aligned}
$$

We have used all the axioms of a group!

$$
~\tag*{$\square$}
$$

</details>

**Remark:** The cancellation law does not hold for arbitrary matrix multiplication unless the relevant matrices are invertible—for example, what happens if $g=0$?

**Proposition 3.2 (Uniqueness of the Identity)** The identity element of a group $G$ is unique. That is, if two elements $1_G$ and $1_G^{\prime}$ both satisfy the defining properties of the identity, then
$1_G=1_G^{\prime}$.

<details>
<summary>Proof.</summary>

If $1_G$ is an identity, then for every $g\in G$,

$$
1_Gg=g1_G=g.
$$

In particular, setting $g=1_G^{\prime}$, we must have

$$
1_G1_G^{\prime}=1_G^{\prime}.
$$

On the other hand, if $1_G^{\prime}$ is also an identity, then

$$
1_G1_G^{\prime}=1_G.
$$

By transitivity,

$$
1_G=1_G^{\prime}.
$$

$$
~\tag*{$\square$}
$$

</details>

**Proposition 3.3 (Uniqueness of Inverses)** For every element $g\in G$, its inverse $g^{-1}$ is unique. That is, if elements $h$ and $h^{\prime}$ both satisfy the defining properties of the inverse of $g$, then $h=h^{\prime}$.

<details>
<summary>Proof.</summary>

Suppose $h$ and $h^{\prime}$ are both inverses of $g$. Then

$$
gh^{\prime}=1_G.
$$

Multiplying both sides on the left by $h$, we obtain

$$
h\left(gh^{\prime}\right)=h.
$$

By associativity, the left-hand side becomes

$$
(hg)h^{\prime}=1_Gh^{\prime}=h^{\prime}.
$$

Hence, by transitivity,

$$
h^{\prime}=h.
$$

$$
~\tag*{$\square$}
$$

</details>

## §1.2 Abelian Groups

**Example 1.4** Let $n\geqslant1$ and $n\in\mathbb{Z}$. Then

$$
G=GL_n(\mathbb{R}):=\{n \times n \text{ real matrices } M \mid \det M \neq 0\}
$$

is a group, where

$$
m: G \times G \rightarrow G
$$

is given by matrix multiplication. This also illustrates that in general
$gh\neq hg$.

<details>
<summary>Proof.</summary>

$GL_n(\mathbb{R})$ is a group because

(1) matrix multiplication is associative;

(2) the identity matrix is the identity element;

(3)
$\operatorname{det}(g)\neq0\Rightarrow g$
is invertible.

$$
~\tag*{$\square$}
$$

</details>

Since matrix multiplication is not commutative, this shows that in general
$gh\neq hg$.
But what if the group multiplication is commutative? This leads to the following definition.

**Definition 1.2** A group $G$ is called an **Abelian group** if, for all
$g_1,g_2\in G$,
we have
$g_1g_2=g_2g_1$.

**Definition 1.3** A group for which the group multiplication is not commutative for all elements is called a **non-Abelian group**.

## §1.3 Cyclic Groups

Although Abelian groups already possess useful structure through commutativity, some Abelian groups are even simpler. What if the entire group could be generated by a single element? This leads to the notion of a cyclic group, one of the most fundamental examples of Abelian groups.

What makes cyclic groups special is that the entire group structure reduces to powers, or multiples, of a single element called a generator. This simplicity makes cyclic groups important building blocks in group theory and also useful tools in studying more complicated problems.

**Definition 1.4** A group $G$ is called a **cyclic group** if and only if there exists an element
$g\in G$,
called a **generator**, such that every element of $G$ can be written as a power of $g$:

$$
G=\langle g\rangle:=\{g^{n}\mid n\in\mathbb{Z}\}.
$$

**Example 1.5 (The Integers under Addition)**

The group $(\mathbb{Z},+)$ is cyclic, generated by $1$:

$$
\langle 1\rangle=\{\ldots,-2,-1,0,1,2,\ldots\}.
$$

**Example 1.6 (A Group under Modular Arithmetic)**

Under addition modulo $n$, the group
$\mathbb{Z}/n\mathbb{Z}={0,1,\ldots,n}$
is cyclic. The element $1$ generates the whole group:

$$
\langle 1\rangle=\{1,2,\ldots,n-1,0\}.
$$

**Proposition 1.4** Every cyclic group is Abelian.

<details>
<summary>Proof.</summary>

Let $G$ be a cyclic group generated by $g$. For any
$x,y\in G$,
there exist integers $m,n$ such that
$g^m=x$
and
$g^n=y$.
Therefore,

$$
xy=g^{m}g^{n}=g^{m+n}=g^{n}g^{m}=yx.
$$

Hence $G$ is Abelian.

$$
~\tag*{$\square$}
$$

</details>

## §1.4 Order of a Group

**Definition 1.5** Let $G$ be a group. We define

$$
|G|\in \mathbb{Z}_{\geqslant 1}\cup \{\infty\}
$$

to be the number of elements in $G$. We call $|G|$ the **order** of $G$.

**Definition 2.3** For $g\in G$, consider the set

$$
\{\ldots,\underbrace{g^{-1}\cdot g^{-1}}_{=:g^{-2}}, g^{-1},\mathrm{id}_{G},g,\underbrace{g\cdot g}_{=:g^{2}},\underbrace{g\cdot g\cdot g}_{=:g^{3}},\ldots\}.
$$

We define the **order of $g$** to be

$$
|\langle g\rangle|.
$$

**Example 1.7**

* The order of $1_G\in G$ is $1$.

* Any
  $n\in\mathbb{Z}$,
  $n\neq0$,
  has infinite order.

* The matrix
  $\begin{pmatrix}
  0 & 1\
  1 & 0
  \end{pmatrix}\in GL_{2}(\mathbb{R})$
  has order $2$, because

$$
g^{2}=\begin{pmatrix}
0&1\\
1&0
\end{pmatrix}\begin{pmatrix}
0&1\\
1&0
\end{pmatrix}=\begin{pmatrix}
1&0\\
0&1
\end{pmatrix}=1_{GL_{2}(\mathbb{R})}.
$$

Thus
${\ldots,g^{-1},1,g,\ldots}={1,g}$.

**Theorem 1.5 (Euler's Totient Function)** The number of generators of a cyclic group of order $n$ is given by Euler's totient function $\varphi(n)$.

## §1.5 The Center of a Group

To study non-Abelian groups, we often focus on subsets whose elements commute. One important concept is the center of a group.

**Definition 1.7** The **center** of a group $G$, denoted by $Z(G)$, is defined by

$$
Z(G)=\{z\in G\mid zg=gz~\text{for every}~g\in G\}.
$$

**Proposition 1.6** The center of an Abelian group is the whole group.

<details>
<summary>Proof.</summary>

The center of a group $G$ is defined by

$$
Z(G) = \{z\in G \mid zg=gz~\text{for all}~g \in G\}.
$$

In an Abelian group, every pair of elements commutes:

$$
g_{1} \cdot g_{2}=g_{2}\cdot g_{1} \quad \text{for all}~g_{1}, g_{2} \in G.
$$

Therefore every element of $G$ lies in the center, and hence

$$
Z(G)=G.
$$

$$
~\tag*{$\square$}
$$

</details>

The center of a group $G$ is the set of elements that commute with every element of $G$. This is not merely a collection of special elements: it itself forms an important structure inside $G$. We will introduce this structure in the next section.

概念(名字)	所有数字	导数	群	环
这个概念解释了...? (数学是一种表达思想的语言; 这些词语体现了什么思想呢？)	计数, 数量	变化率, 线性化	对称性	空间上的函数
一些数学结果			几何的"代数化" (Descartes至今), 代数的"几何化"
一些应用 (纯数之外)			Nöther定理(物理) RSA算法(密码学) 逻辑电路作为"余层" 数据集的同调形状, 等等