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# CSE4303 Introduction to Computer Security (Lecture 17)
## Software security

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Contents updated as displayed and based on my personal interest and progress with Prof.Feres.
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</details>
#### Lemma
#### Lemma of homotopy equivalence
Let $f,g:X\to Y$ be continuous maps. let $f(x_0)=y_0$ and $g(x_0)=y_1$. If $f$ and $g$ are homotopic, then there is a path $\alpha:I\to Y$ such that $\alpha(0)=y_0$ and $\alpha(1)=y_1$.

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# Math4202 Topology II (Lecture 26)
## Algebraic Topology
### Deformation Retracts and Homotopy Type
#### Lemma of homotopy equivalence
Let $f,g:X\to Y$ be continuous maps. let
$$
f_*=\pi_1(X,f(x_0))\quad\text{and}\quad g_*=\pi_1(Y,g(x_0))
$$
And $H:X\times I\to Y$ is a homotopy from $f$ to $g$ with a path $H(x_0,t)=\alpha(t)$ for all $t\in I$.
Then $\hat{\alpha}\circ f_*=[\bar{\alpha}*(f\circ \gamma)*\alpha]=[g\circ \gamma]=g_*$. where $\gamma$ is a loop in $X$ based at $x_0$.
<details>
<summary>Proof</summary>
$I\times I\xrightarrow{\gamma_{id}} X\times I\xrightarrow{H} Y$
- $I\times \{0\}\mapsto f\circ\gamma$
- $I\times \{1\}\mapsto g\circ\gamma$
- $\{0\}\times I\mapsto \alpha$
- $\{1\}\times I\mapsto \alpha$
As $I\times I$ is convex, $I\times \{0\}\simeq (\{0\}\times I)*(I\times \{1\})*(\{1\}\times I)$.
</details>
#### Corollary for homotopic continuous maps
Let $h,k$ be homotopic continuous maps. And let $h(x_0)=y_0,k(x_0)=y_1$. If $h_*:\pi_1(X,x_0)\to \pi_1(Y,y_0)$ is injective, then $k_*:\pi_1(X,x_0)\to \pi_1(Y,y_1)$ is injective.
<details>
<summary>Proof</summary>
$\hat{\alpha}$ is an isomorphism of $\pi_1(Y,y_0)$ to $\pi_1(Y,y_1)$.
</details>
#### Corollary for nulhomotopic maps
Let $h:X\to Y$ be nulhomotopic. Then $h_*:\pi_1(X,x_0)\to \pi_1(Y,h(x_0))$ is a trivial group homomorphism (mapping to the constant map on $h(x_0)$).
#### Theorem for fundamental group isomorphism by homotopy equivalence
Let $f:X\to Y$ be a continuous map. Let $f(x_0)=y_0$. If $f$ is a [homotopy equivalence](https://notenextra.trance-0.com/Math4202/Math4202_L25/#definition-of-homotopy-equivalence) ($\exists g:Y\to X$ such that $fg\simeq id_X$, $gf\simeq id_Y$), then
$$
f_*:\pi_1(X,x_0)\to \pi_1(Y,y_0)
$$
is an isomorphism.
<details>
<summary>Proof</summary>
Let $g:Y\to X$ be the homotopy inverse of $f$.
Then,
$f_*\circ g_*=\alpha \circ id_{\pi_1(Y,y_0)}=\alpha$
And $g_*\circ f_*=\bar{\alpha}\circ id_{\pi_1(X,x_0)}=\bar{\alpha}$
So $f_*\circ (g_*\circ \hat{\alpha}^-1)=id_{\pi_1(X,x_0)}$
And $g_*\circ (f_*\circ \hat{\alpha}^-1)=id_{\pi_1(Y,y_0)}$
So $f_*$ is an isomorphism (have left and right inverse).
</details>
### Fundamental group of higher dimensional sphere
$\pi_1(S^n,x_0)=\{e\}$ for $n\geq 2$.
We can decompose the sphere to the union of two hemisphere and compute $\pi_1(S^n_+,x_0)=\pi_1(S^n_-,x_0)=\{e\}$
But for $n\geq 2$, $S^n_+\cap S^n_-=S^{n-1}$, where $S^1_+\cap S^1_-$ is two disjoint points.
#### Theorem for "gluing" fundamental group
Suppose $X=U\cup V$, where $U$ and $V$ are open subsets of $X$. Suppose that $U\cap V$ is path connected, and $x\in U\cap V$. Let $i,j$ be the inclusion maps of $U$ and $V$ into $X$, the images of the induced homomorphisms
$$
i_*:\pi_1(U,x_0)\to \pi_1(X,x_0)\quad j_*:\pi_1(V,x_0)\to \pi_1(X,x_0)
$$
The image of the two map generate $\pi_1(X,x_0)$.

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# Math4202 Topology II (Lecture 27)
## Algebraic Topology
### Fundamental Groups for Higher Dimensional Sphere
#### Theorem for "gluing" fundamental group
Suppose $X=U\cup V$, where $U$ and $V$ are open subsets of $X$. Suppose that $U\cap V$ is path connected, and $x\in U\cap V$. Let $i,j$ be the inclusion maps of $U$ and $V$ into $X$, the images of the induced homomorphisms
$$
i_*:\pi_1(U,x_0)\to \pi_1(X,x_0)\quad j_*:\pi_1(V,x_0)\to \pi_1(X,x_0)
$$
The image of the two map generate $\pi_1(X,x_0)$.
$G$ is a group, and let $S\subseteq G$, where $G$ is generated by $S$, if $\forall g\in G$, $\exists s_1,s_2,\ldots,s_n\in S$ such that $g=s_1s_2\ldots s_n\in G$. (We can write $G$ as a word of elements in $S$.)
<details>
<summary>Proof</summary>
Let $f$ be a loop in $X$, $f\simeq g_1*g_2*\ldots*g_n$, where $g_i$ is a loop in $U$ or $V$.
For example, consider the function, $f=f_1*f_2*f_3*f_4$, where $f_1\in S_+$, $f_2\in S_-$, $f_3\in S_+$, $f_4\in S_-$.
Take the functions $\bar{\alpha_1}*\alpha_1\simeq e_{x_1}$ where $x_1$ is the intersecting point on $f_1$ and $f_2$.
Therefore,
$$
\begin{aligned}
f&=f_1*f_2*f_3*f_4\\
&(f_1*\bar{\alpha})*(\alpha_1*f_2*\bar{\alpha_2})*(\alpha_2*f_3*\bar{\alpha_3})*(\alpha_4*f_4)
\end{aligned}
$$
This decompose $f$ into a word of elements in either $S_+$ or $S_-$.
---
Note that $f$ is a continuous function $I\to X$, for $t\in I$, $\exists I_t$ being a small neighborhood of $t$ such that $f(I_t)\subseteq U$ or $f(I_t)\subseteq V$.
Since $U_{t\in I}I_t=I$, then $\{I_t\}_{t\in I}$ is an open cover of $I$.
By compactness of $I$, there is a finite subcover $\{I_{t_1},\ldots,I_{t_n}\}$.
Therefore, we can create a partition of $I$ into $[s_i,s_{i+1}]\subseteq I_{t_k}$ for some $k$.
Then with the definition of $I_{t_k}$, $f([s_i,s_{i+1}])\subseteq U$ or $V$.
Then we can connect $x_0$ to $f(s_i)$ with a path $\alpha_i\subseteq U\cap V$.
$$
\begin{aligned}
f&=f|_{[s_0,s_1]}*f|_{[s_1,s_2]}*\ldots**f|_{[s_{n-1},s_n]}\\
&\simeq f|_{[s_0,s_1]}*(\bar{\alpha_1}*\alpha_1)*f|_{[s_1,s_2]}*(\bar{\alpha_2}*\alpha_2)*\ldots*f|_{[s_{n-1},s_n]}*(\bar{\alpha_n}*\alpha_n
)\\
&=(f|_{[s_0,s_1]}*\bar{\alpha_1})*(\alpha_1*f|_{[s_1,s_2]}*\bar{\alpha_2})*\ldots*(\alpha_{n-1}*f|_{[s_{n-1},s_n]}*\bar{\alpha_n})\\
&=g_1*g_2*\ldots*g_n
\end{aligned}
$$
</details>
#### Corollary in higher dimensional sphere
Since $S^n_+$ and $S^n_-$ are homeomorphic to open balls $B^n$, then $\pi_1(S^n_+,x_0)=\pi_1(S^n_-,x_0)=\pi_1(B^n,x_0)=\{e\}$ for $n\geq 2$.
> Preview: Van Kampen Theorem

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# Math4202 Topology II (Lecture 28)
## Algebraic Topology
### Fundamental Groups of Some Surfaces
Recall from last week, we will see the fundamental group of $T^2=S^1\times S^1$, and $\mathbb{R}P^2$, Torus with genus $2$.
Some of them are abelian, and some are not.
#### Theorem for fundamental groups of product spaces
Let $X,Y$ be two manifolds. Then the fundamental group of $X\times Y$ is the direct product of their fundamental groups,
i.e.
$$
\pi_1(X\times Y,(x_0,y_0))=\pi_1(X,x_0)\times \pi_1(Y,y_0)
$$
<details>
<summary>Proof</summary>
We need to find group homomorphism: $\phi:\pi_1(X\times Y,(x_0,y_0))\to \pi_1(X,x_0)\times \pi_1(Y,y_0)$.
Let $P_x,P_y$ be the projection from $X\times Y$ to $X$ and $Y$ respectively.
$$
(P_x)_*:\pi_1(X\times Y,(x_0,y_0))\to \pi_1(X,x_0)
$$
$$
(P_y)_*:\pi_1(X\times Y,(x_0,y_0))\to \pi_1(Y,y_0)
$$
Given $\alpha\in \pi_1(X\times Y,(x_0,y_0))$, then $\phi(\alpha)=((P_x)_*\alpha,(P_y)_*\alpha)\in \pi_1(X,x_0)\times \pi_1(Y,y_0)$.
Since $(P_x)_*$ and $(P_y)_*$ are group homomorphism, so $\phi$ is a group homomorphism.
**Then we need to show that $\phi$ is bijective.** Then we have the isomorphism of fundamental groups.
To show $\phi$ is injective, then it is sufficient to show that $\ker(\phi)=\{e\}$.
Given $\alpha\in \ker(\phi)$, then $(P_x)_*\alpha=\{e_x\}$ and $(P_y)_*\alpha=\{e_y\}$, so we can find a path homotopy $P_X(\alpha)\simeq e_x$ and $P_Y(\alpha)\simeq e_y$.
So we can build $(H_x,H_y):X\times Y\times I\to X\times I$ by $(x,y,t)\mapsto (H_x(x,t),H_y(y,t))$ is a homotopy from $\alpha$ and $e_x\times e_y$.
So $[\alpha]=[(e_x\times e_y)]$. $\ker(\phi)=\{[(e_x\times e_y)]\}$.
Next, we show that $\phi$ is surjective.
Given $(\alpha,\beta)\in \pi_1(X,x_0)\times \pi_1(Y,y_0)$, then $(\alpha,\beta)$ is a loop in $X\times Y$ based at $(x_0,y_0)$. and $(P_x)_*([\alpha,\beta])=[\alpha]$ and $(P_y)_*([\alpha,\beta])=[\beta]$.
</details>
#### Corollary for fundamental groups of $T^2$
The fundamental group of $T^2=S^1\times S^1$ is $\mathbb{Z}\times \mathbb{Z}$.
#### Theorem for fundamental groups of $\mathbb{R}P^2$
$\mathbb{R}P^2$ is a compact 2-dimensional manifold with the universal covering space $S^2$ and a $2-1$ covering map $q:S^2\to \mathbb{R}P^2$.
#### Corollary for fundamental groups of $\mathbb{R}P^2$
$\pi_1(\mathbb{R}P^2)=\#q^{-1}(\{x_0\})=\{a,b\}=\mathbb{Z}/2\mathbb{Z}$
Using the path-lifting correspondence.
#### Lemma for The fundamental group of figure-8
The fundamental group of figure-8 is not abelian.

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@@ -31,4 +31,7 @@ export default {
Math4202_L23: "Topology II (Lecture 23)",
Math4202_L24: "Topology II (Lecture 24)",
Math4202_L25: "Topology II (Lecture 25)",
Math4202_L26: "Topology II (Lecture 26)",
Math4202_L27: "Topology II (Lecture 27)",
Math4202_L28: "Topology II (Lecture 28)",
}

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# Math 4302 Exam 2 Review
## Groups
### Direct products
$\mathbb{Z}_m\times \mathbb{Z}_n$ is cyclic if and only if $m$ and $n$ have greatest common divisor $1$.
More generally, for $\mathbb{Z}_{n_1}\times \mathbb{Z}_{n_2}\times \cdots \times \mathbb{Z}_{n_k}$, if $n_1,n_2,\cdots,n_k$ are pairwise coprime, then the direct product is cyclic.
If $n=p_1^{m_1}\ldots p_k^{m_k}$, where $p_i$ are distinct primes, then the group
$$
G=\mathbb{Z}_n=\mathbb{Z}_{p_1^{m_1}}\times \mathbb{Z}_{p_2^{m_2}}\times \cdots \times \mathbb{Z}_{p_k^{m_k}}
$$
is cyclic.
### Structure of finitely generated abelian groups
#### Theorem for finitely generated abelian groups
Every finitely generated abelian group $G$ is isomorphic to
$$
Z_{p_1}^{n_1}\times Z_{p_2}^{n_2}\times \cdots \times Z_{p_k}^{n_k}\times\underbrace{\mathbb{Z}\times \ldots \times \mathbb{Z}}_{m\text{ times}}
$$
#### Corollary for divisor size of abelian subgroup
If $g$ is abelian and $|G|=n$, then for every divisor $m$ of $n$, $G$ has a subgroup of order $m$.
> [!WARNING]
>
> This is not true if $G$ is not abelian.
>
> Consider $A_4$ (alternating group for $S_4$) does not have a subgroup of order 6.
### Cosets
#### Definition of Cosets
Let $G$ be a group and $H$ its subgroup.
Define a relation on $G$ and $a\sim b$ if $a^{-1}b\in H$.
This is an equivalence relation.
- Reflexive: $a\sim a$: $a^{-1}a=e\in H$
- Symmetric: $a\sim b\Rightarrow b\sim a$: $a^{-1}b\in H$, $(a^{-1}b)^{-1}=b^{-1}a\in H$
- Transitive: $a\sim b$ and $b\sim c\Rightarrow a\sim c$ : $a^{-1}b\in H, b^{-1}c\in H$, therefore their product is also in $H$, $(a^{-1}b)(b^{-1}c)=a^{-1}c\in H$
So we get a partition of $G$ to equivalence classes.
Let $a\in G$, the equivalence class containing $a$
$$
aH=\{x\in G| a\sim x\}=\{x\in G| a^{-1}x\in H\}=\{x|x=ah\text{ for some }h\in H\}
$$
This is called the coset of $a$ in $H$.
#### Definition of Equivalence Class
Let $a\in H$, and the equivalence class containing $a$ is defined as:
$$
aH=\{x|a\simeq x\}=\{x|a^{-1}x\in H\}=\{x|x=ah\text{ for some }h\in H\}
$$
#### Properties of Equivalence Class
$aH=bH$ if and only if $a\sim b$.
#### Lemma for size of cosets
Any coset of $H$ has the same cardinality as $H$.
Define $\phi:H\to aH$ by $\phi(h)=ah$.
$\phi$ is an bijection, if $ah=ah'\implies h=h'$, it is onto by definition of $aH$.
#### Corollary: Lagrange's Theorem
If $G$ is a finite group, and $H\leq G$, then $|H|\big\vert |G|$. (size of $H$ divides size of $G$)
### Normal Subgroups
#### Definition of Normal Subgroup
A subgroup $H\leq G$ is called a normal subgroup if $aH=Ha$ for all $a\in G$. We denote it by $H\trianglelefteq G$
#### Lemma for equivalent definition of normal subgroup
The following are equivalent:
1. $H\trianglelefteq G$
2. $aHa^{-1}=H$ for all $a\in G$
3. $aHa^{-1}\subseteq H$ for all $a\in G$, that is $aha^{-1}\in H$ for all $a\in G$
### Factor group
Consider the operation on the set of left coset of $G$, denoted by $S$. Define
$$
(aH)(bH)=abH
$$
#### Condition for operation
The operation above is well defined if and only if $H\trianglelefteq G$.
#### Definition of factor (quotient) group
If $H\trianglelefteq G$, then the set of cosets with operation:
$$
(aH)(bH)=abH
$$
is a group denoted by $G/H$. This group is called the quotient group (or factor group) of $G$ by $H$.
#### Fundamental homomorphism theorem (first isomorphism theorem)
If $\phi:G\to G'$ is a homomorphism, then the function $f:G/\ker(\phi)\to \phi(G)$, ($\phi(G)\subseteq G'$) given by $f(a\ker(\phi))=\phi(a)$, $\forall a\in G$, is an well-defined isomorphism.
> - If $G$ is abelian, $N\leq G$, then $G/N$ is abelian.
> - If $G$ is finitely generated and $N\trianglelefteq G$, then $G/N$ is finitely generated.
#### Definition of simple group
$G$ is simple if $G$ has no proper ($H\neq G,\{e\}$), normal subgroup.
### Center of a group
Recall from previous lecture, the center of a group $G$ is the subgroup of $G$ that contains all elements that commute with all elements in $G$.
$$
Z(G)=\{a\in G\mid \forall g\in G, ag=ga\}
$$
this subgroup is normal and measure the "abelian" for a group.
#### Definition of the commutator of a group
Let $G$ be a group and $a,b\in G$, the commutator $[a,b]$ is defined as $aba^{-1}b^{-1}$.
$[a,b]=e$ if and only if $a$ and $b$ commute.
Some additional properties:
- $[a,b]^{-1}=[b,a]$
#### Definition of commutator subgroup
Let $G'$ be the subgroup of $G$ generated by all commutators of $G$.
$$
G'=\{[a_1,b_1][a_2,b_2]\ldots[a_n,b_n]\mid a_1,a_2,\ldots,a_n,b_1,b_2,\ldots,b_n\in G\}
$$
Then $G'$ is the subgroup of $G$.
- Identity: $[e,e]=e$
- Inverse: $([a_1,b_1],\ldots,[a_n,b_n])^{-1}=[b_n,a_n],\ldots,[b_1,a_1]$
Some additional properties:
- $G$ is abelian if and only if $G'=\{e\}$
- $G'\trianglelefteq G$
- $G/G'$ is abelian
- If $N$ is a normal subgroup of $G$, and $G/N$ is abelian, then $G'\leq N$.
### Group acting on a set
#### Definition for group acting on a set
Let $G$ be a group, $X$ be a set, $X$ is a $G$-set or $G$ acts on $X$ if there is a map
$$
G\times X\to X
$$
$$
(g,x)\mapsto g\cdot x\, (\text{ or simply }g(x))
$$
such that
1. $e\cdot x=x,\forall x\in X$
2. $g_2\cdot(g_1\cdot x)=(g_2 g_1)\cdot x$
#### Group action is a homomorphism
Let $X$ be a $G$-set, $g\in G$, then the function
$$
\sigma_g:X\to X,x\mapsto g\cdot x
$$
is a bijection, and the function $\phi:G\to S_X, g\mapsto \sigma_g$ is a group homomorphism.
#### Definition of orbits
We define the equivalence relation on $X$
$$
x\sim y\iff y=g\cdot x\text{ for some }g
$$
So we get a partition of $X$ into equivalence classes: orbits
$$
Gx\coloneqq \{g\cdot x|g\in G\}=\{y\in X|x\sim y\}
$$
is the orbit of $X$.
$x,y\in X$ either $Gx=Gy$ or $Gx\cap Gy=\emptyset$.
$X=\bigcup_{x\in X}Gx$.
#### Definition of isotropy subgroup
Let $X$ be a $G$-set, the stabilizer (or isotropy subgroup) corresponding to $x\in X$ is
$$
G_x=\{g\in G|g\cdot x=x\}
$$
$G_x$ is a subgroup of $G$. $G_x\leq G$.
- $e\cdot x=x$, so $e\in G_x$
- If $g_1,g_2\in G_x$, then $(g_1g_2)\cdot x=g_1\cdot(g_2\cdot x)=g_1 \cdot x$, so $g_1g_2\in G_x$
- If $g\in G_x$, then $g^{-1}\cdot g=x=g^{-1}\cdot x$, so $g^{-1}\in G_x$
#### Orbit-stabilizer theorem
If $X$ is a $G$-set and $x\in X$, then
$$
|Gx|=(G:G_x)=\text{ number of left cosets of }G_x=\frac{|G|}{|G_x|}
$$
#### Theorem for orbit with prime power groups
Suppose $X$ is a $G$-set, and $|G|=p^n$ for some prime $p$. Let $X_G$ be the set of all elements in $X$ whose orbit has size $1$. (Recall the orbit divides $X$ into disjoint partitions.) Then $|X|\equiv |X_G|\mod p$.
#### Corollary: Cauchy's theorem
If $p$ is prime and $p|(|G|)$, then $G$ has a subgroup of order $p$.
> This does not hold when $p$ is not prime.
>
> Consider $A_4$ with order $12$, and $A_4$ has no subgroup of order $6$.
#### Corollary: Center of prime power group is non-trivial
If $|G|=p^m$, then $Z(G)$ is non-trivial. ($Z(G)\neq \{e\}$)
#### Proposition: Prime square group is abelian
If $|G|=p^2$, where $p$ is a prime, then $G$ is abelian.
### Classification of small order
Let $G$ be a group
- $|G|=1$
- $G=\{e\}$
- $|G|=2$
- $G\simeq\mathbb{Z}_2$ (prime order)
- $|G|=3$
- $G\simeq\mathbb{Z}_3$ (prime order)
- $|G|=4$
- $G\simeq\mathbb{Z}_2\times \mathbb{Z}_2$
- $G\simeq\mathbb{Z}_4$
- $|G|=5$
- $G\simeq\mathbb{Z}_5$ (prime order)
- $|G|=6$
- $G\simeq S_3$
- $G\simeq\mathbb{Z}_3\times \mathbb{Z}_2\simeq \mathbb{Z}_6$
<details>
<summary>Proof</summary>
$|G|$ has an element of order $2$, namely $b$, and an element of order $3$, namely $a$.
So $e,a,a^2,b,ba,ba^2$ are distinct.
Therefore, there are only two possibilities for value of $ab$. ($a,a^2$ are inverse of each other, $b$ is inverse of itself.)
If $ab=ba$, then $G$ is abelian, then $G\simeq \mathbb{Z}_2\times \mathbb{Z}_3$.
If $ab=ba^2$, then $G\simeq S_3$.
</details>
- $|G|=7$
- $G\simeq\mathbb{Z}_7$ (prime order)
- $|G|=8$
- $G\simeq\mathbb{Z}_2\times \mathbb{Z}_2\times \mathbb{Z}_2$
- $G\simeq\mathbb{Z}_4\times \mathbb{Z}_2$
- $G\simeq\mathbb{Z}_8$
- $G\simeq D_4$
- $G\simeq$ quaternion group $\{e,i,j,k,-1,-i,-j,-k\}$ where $i^2=j^2=k^2=-1$, $(-1)^2=1$. $ij=l$, $jk=i$, $ki=j$, $ji=-k$, $kj=-i$, $ik=-j$.
- $|G|=9$
- $G\simeq\mathbb{Z}_3\times \mathbb{Z}_3$
- $G\simeq\mathbb{Z}_9$ (apply the corollary, $9=3^2$, these are all the possible cases)
- $|G|=10$
- $G\simeq\mathbb{Z}_5\times \mathbb{Z}_2\simeq \mathbb{Z}_{10}$
- $G\simeq D_5$
- $|G|=11$
- $G\simeq\mathbb{Z}_11$ (prime order)
- $|G|=12$
- $G\simeq\mathbb{Z}_3\times \mathbb{Z}_4$
- $G\simeq\mathbb{Z}_2\times \mathbb{Z}_2\times \mathbb{Z}_3$
- $A_4$
- $D_6\simeq S_3\times \mathbb{Z}_2$
- ??? One more
- $|G|=13$
- $G\simeq\mathbb{Z}_{13}$ (prime order)
- $|G|=14$
- $G\simeq\mathbb{Z}_2\times \mathbb{Z}_7$
- $G\simeq D_7$
#### Lemma for group of order $2p$ where $p$ is prime
If $p$ is prime, $p\neq 2$, and $|G|=2p$, then $G$ is either abelian $\simeq \mathbb{Z}_2\times \mathbb{Z}_p$ or $G\simeq D_p$
## Ring
### Definition of ring
A ring is a set $R$ with binary operation $+$ and $\cdot$ such that:
- $(R,+)$ is an abelian group.
- Multiplication is associative: $(a\cdot b)\cdot c=a\cdot (b\cdot c)$.
- Distribution property: $a\cdot (b+c)=a\cdot b+a\cdot c$, $(b+c)\cdot a=b\cdot a+c\cdot a$. (Note that $\cdot$ may not be abelian, may not even be a group, therefore we need to distribute on both sides.)
> [!NOTE]
>
> $a\cdot b=ab$ will be used for the rest of the sections.
#### Properties of rings
Let $0$ denote the identity of addition of $R$. $-a$ denote the additive inverse of $a$.
- $0\cdot a=a\cdot 0=0$
- $(-a)b=a(-b)=-(ab)$, $\forall a,b\in R$
- $(-a)(-b)=ab$, $\forall a,b\in R$
#### Definition of commutative ring
A ring $(R,+,\cdot)$ is commutative if $a\cdot b=b\cdot a$, $\forall a,b\in R$.
#### Definition of unity element
A ring $R$ has unity element if there is an element $1\in R$ such that $a\cdot 1=1\cdot a=a$, $\forall a\in R$.
#### Definition of unit
Suppose $R$ is a ring with unity element. An element $a\in R$ is called a unit if there is $b\in R$ such that $a\cdot b=b\cdot a=1$.
In this case $b$ is called the inverse of $a$.
#### Definition of division ring
If every $a\neq 0$ in $R$ has a multiplicative inverse (is a unit), then $R$ is called a division ring.
#### Definition of field
A commutative division ring is called a field.
#### Units in $\mathbb{Z}_n$ is coprime to $n$
More generally, $[m]\in \mathbb{Z}_n$ is a unit if and only if $\operatorname{gcd}(m,n)=1$.
### Integral Domains
#### Definition of zero divisors
If $a,b\in R$ with $a,b\neq 0$ and $ab=0$, then $a,b$ are called zero divisors.
#### Zero divisors in $\mathbb{Z}_n$
$[m]\in \mathbb{Z}_n$ is a zero divisor if and only if $\operatorname{gcd}(m,n)>1$ ($m$ is not a unit).
#### Corollaries of integral domain
If $R$ is a integral domain, then we have cancellation property $ab=ac,a\neq 0\implies b=c$.
#### Units with multiplication forms a group
If $R$ is a ring with unity, then the units in $R$ forms a group under multiplication.
### Fermats and Eulers Theorems
#### Fermats little theorem
If $p$ is not a divisor of $m$, then $m^{p-1}\equiv 1\mod p$.
#### Corollary of Fermats little theorem
If $m\in \mathbb{Z}$, then $m^p\equiv m\mod p$.
#### Eulers totient function
Consider $\mathbb{Z}_6$, by definition for the group of units, $\mathbb{Z}_6^*=\{1,5\}$.
$$
\phi(n)=|\mathbb{Z}_n^*|=|\{1\leq x\leq n:gcd(x,n)=1\}|
$$
#### Eulers Theorem
If $m\in \mathbb{Z}$, and $gcd(m,n)=1$, then $m^{\phi(n)}\equiv 1\mod n$.
#### Theorem for existence of solution of modular equations
$ax\equiv b\mod n$ has a solution if and only if $d=\operatorname{gcd}(a,n)|b$ And if there is a solution, then there are exactly $d$ solutions in $\mathbb{Z}_n$.
### Ring homomorphisms
#### Definition of ring homomorphism
Let $R,S$ be two rings, $f:R\to S$ is a ring homomorphism if $\forall a,b\in R$,
- $f(a+b)=f(a)+f(b)\implies f(0)=0, f(-a)=-f(a)$
- $f(ab)=f(a)f(b)$
#### Definition of ring isomorphism
If $f$ is a ring homomorphism and a bijection, then $f$ is called a ring isomorphism.

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@@ -2,7 +2,7 @@
## Rings
### Integral Domains
### Fermats and Eulers Theorems
Recall from last lecture, we consider $\mathbb{Z}_p$ and $\mathbb{Z}_p^*$ denote the group of units in $\mathbb{Z}_p$ with multiplication.
@@ -79,7 +79,7 @@ $\phi(8)=|\{1,3,5,7\}|=4$
If $[a]\in \mathbb{Z}_n^*$, then $[a]^{\phi(n)}=[1]$. So $a^{\phi(n)}\equiv 1\mod n$.
#### Theorem
#### Eulers Theorem
If $m\in \mathbb{Z}$, and $gcd(m,n)=1$, then $m^{\phi(n)}\equiv 1\mod n$.
@@ -104,7 +104,7 @@ Solution for $2x\equiv 1\mod 3$
So solution for $2x\equiv 1\mod 3$ is $\{3k+2|k\in \mathbb{Z}\}$.
#### Theorem for solving modular equations
#### Theorem for existence of solution of modular equations
$ax\equiv b\mod n$ has a solution if and only if $\operatorname{gcd}(a,n)|b$ and in that case the equation has $d$ solutions in $\mathbb{Z}_n$.

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@@ -0,0 +1,126 @@
# Math4302 Modern Algebra (Lecture 27)
## Rings
### Fermats and Eulers Theorems
Recall from last lecture, $ax\equiv b \mod n$, if $x\equiv y\mod n$, then $x$ is a solution if and only if $y$ is a solution.
#### Theorem for existence of solution of modular equations
$ax\equiv b\mod n$ has a solution if and only if $d=\operatorname{gcd}(a,n)|b$ And if there is a solution, then there are exactly $d$ solutions in $\mathbb{Z}_n$.
<details>
<summary>Proof</summary>
For the forward direction, we proved if $ax\equiv b\mod n$ then $ax-b=ny$, $y\in\mathbb{Z}$.
then $b=ax-ny$, $d|(ax-ny)$ implies that $d|b$.
---
For the backward direction, assume $d=\operatorname{gcd}(a,n)=1$. Then we need to show, there is exactly $1$ solution between $0$ and $n-1$.
If $ax\equiv b\mod n$, then in $\mathbb{Z}_n$, $[a][x]=[b]$. (where $[a]$ denotes the remainder of $a$ by $n$ and $[b]$ denotes the remainder of $b$ by $n$)
Since $\operatorname{gcd}(a,n)=1$, then $[a]$ is a unit in $\mathbb{Z}_n$, so we can multiply the above equation by the inverse of $[a]$. and get $[x]=[a]^{-1}[b]$.
Now assume $d=\operatorname{gcd}(a,n)$ where $n$ is arbitrary. Then $a=a'd$, then $n=n'd$, with $\operatorname{gcd}(a',n')=1$.
Also $d|b$ so $b=b'd$. So
$$
\begin{aligned}
ax\equiv b \mod n&\iff n|(ax-b)\\
&\iff n'd|(a'dx-b'd)\\
&\iff n'|(a'x-b')\\
&\iff a'x\equiv b'\mod n'
\end{aligned}
$$.
Since $\operatorname{gcd}(a',n')=1$, there is a unique solution $x_0\in \mathbb{Z}_{n'}$. $0\leq x_0\leq n'+1$. Other solution in $\mathbb{Z}$ are of the form $x_0+kn'$ for $k\in \mathbb{Z}$.
And there will be $d$ solutions in $\mathbb{Z}_n$,
</details>
<details>
<summary>Examples</summary>
Solve $12x\equiv 25\mod 7$.
$12\equiv 5\mod 7$, $25\equiv 4\mod 7$. So the equation becomes $5x\equiv 4\mod 7$.
$[5]^{-1}=3\in \mathbb{Z}_7$, so $[5][x]\equiv [4]$ implies $[x]\equiv [3][4]\equiv [5]\mod 7$.
So solution in $\mathbb{Z}$ is $\{5+7k:k\in \mathbb{Z}\}$.
---
Solve $6x\equiv 32\mod 20$.
$\operatorname{gcd}(6,20)=2$, so $6x\equiv 12\mod 20$ if and only if $3x\equiv 6\mod 10$.
$[3]^{-1}=[7]\in \mathbb{Z}_{10}$, so $[3][x]\equiv [6]$ implies $[x]\equiv [7][6]\equiv [2]\mod 10$.
So solution in $\mathbb{Z}_{20}$ is $[2]$ and $[12]$
So solution in $\mathbb{Z}$ is $\{2+10k:k\in \mathbb{Z}\}$
</details>
### Ring homomorphisms
#### Definition of ring homomorphism
Let $R,S$ be two rings, $f:R\to S$ is a ring homomorphism if $\forall a,b\in R$,
- $f(a+b)=f(a)+f(b)\implies f(0)=0, f(-a)=-f(a)$
- $f(ab)=f(a)f(b)$
#### Definition of ring isomorphism
If $f$ is a ring homomorphism and a bijection, then $f$ is called a ring isomorphism.
<details>
<summary>Example</summary>
Let $f:(\mathbb{Z},+,\times)\to(2\mathbb{Z},+,\times)$ by $f(a)=2a$.
Is not a ring homomorphism since $f(ab)\neq f(a)f(b)$ in general.
---
Let $f:(\mathbb{Z},+,\times)\to(\mathbb{Z}_n,+,\times)$ by $f(a)=a\mod n$
Is a ring homomorphism.
</details>
### Integral domains and their file fo fractions.
Let $R$ be an integral domain: (i.e. $R$ is commutative with unity and no zero divisors).
#### Definition of field of fractions
If $R$ is an integral domain, we can construct a field containing $R$ called the field of fractions (or called field of quotients) of $R$.
$$
S=\{(a,b)|a,b\in R, b\neq 0\}
$$
a relation on $S$ is defined as follows:
$(a,b)\sim (c,d)$ if and only if $ad=bc$.
<details>
<summary>This equivalence relation is well defined</summary>
- Reflectivity: $(a,b)\sim (a,b)$ $ab=ab$
- Symmetry: $(a,b)\sim (c,d)\Rightarrow (c,d)\sim (a,b)$
- Transitivity: $(a,b)\sim (c,d)$ and $(c,d)\sim (e,f)\Rightarrow (a,b)\sim (e,f)$
- $ad=bc$, and $cf=ed$, we want to conclude that $af=be$. since $ad=bc$, then $adf=bcf$, since $cf=ed$, then $cfb=edb$, therefore $adf=edb$.
- Then $d(af-be)=0$ since $d\neq 0$ then $af=be$.
</details>
Then $S/\sim$ is a field.

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@@ -0,0 +1,153 @@
# Math4302 Modern Algebra (Lecture 28)
## Rings
### Field of quotients
Let $R$ be an integral domain ($R$ has unity and commutative with no zero divisors).
Consider the pair $S=\{(a,b)|a,b\in R, b\neq 0\}$.
And define the equivalence relation on $S$ as follows:
$(a,b)\sim (c,d)$ if and only if $ad=bc$.
We denote $[(a,b)]$ as set of all elements in $S$ equivalent to $(a,b)$.
Let $F$ be the set of all equivalent classes. We define addition and multiplication on $F$ as follows:
$$
[(a,b)]+[(c,d)]=[(ad+bc,bd)]
$$
$$
[(a,b)]\cdot[(c,d)]=[(ac,bd)]
$$
<details>
<summary>The multiplication and addition is well defined </summary>
Addition:
If $(a,b)\sim (a',b')$, and $(c,d)\sim (c',d')$, then we want to show that $(ad+bc,bd)\sim (a'd+c'd,b'd)$.
Since $(a,b)\sim (a',b')$, then $ab'=a'b$; $(c,d)\sim (c',d')$, then $cd'=dc'$,
So $ab'dd'=a'bdd'$, and $cd'bb'=dc'bb'$.
$adb'd'+bcb'd'=a'd'bd+b'c'bd$, therefore $(ad+bc,bd)\sim (a'd+c'd,b'd)$.
---
Multiplication:
If $(a,b)\sim (a',b')$, and $(c,d)\sim (c',d')$, then we want to show that $(ac,bd)\sim (a'c',b'd')$.
Since $(a,b)\sim (a',b')$, then $ab'=a'b$; $(c,d)\sim (c',d')$, then $cd'=dc'$, so $(ac,bd)\sim (a'c',b'd')$
</details>
#### Claim (F,+,*) is a field
- additive identity: $(0,1)\in F$
- additive inverse: $(a,b)\in F$, then $(-a,b)\in F$ and $(-a,b)+(a,b)=(0,1)\in F$
- additive associativity: bit long.
- multiplicative identity: $(1,1)\in F$
- multiplicative inverse: $[(a,b)]$ is non zero if and only if $a\neq 0$, then $a^{-1}=[(b,a)]\in F$.
- multiplicative associativity: bit long
- distributivity: skip, too long.
Such field is called a quotient field of $R$.
And $F$ contains $R$ by $\phi:R\to F$, $\phi(a)=[(a,1)]$.
This is a ring homomorphism.
- $\phi(a+b)=[(a+b,1)]=[(a,1)][(b,1)]\phi(a)+\phi(b)$
- $\phi(ab)=[(ab,1)]=[(a,1)][(b,1)]\phi(a)\phi(b)$
and $\phi$ is injective.
If $\phi(a)=\phi(b)$, then $a=b$.
<details>
<summary>Example</summary>
Let $D\subset \mathbb R$ and
$$
\mathbb Z \subset D\coloneqq \{a+b\sqrt{2}:a,b\in \mathbb Z\}
$$
Then $D$ is a subring of $\mathbb R$, and integral domain, with usual addition and multiplication.
$$
(a+b\sqrt{2})(c+d\sqrt{2})=(ac+2bd)+(ad+bc)\sqrt{2}
$$
$$
-(a+b\sqrt{2})=(-a)+(-b)\sqrt{2})
$$
...
$D$ is a integral domain since $\mathbb R$ has no zero divisors, therefore $D$ has no zero divisors.
Consider the field of quotients of $D$. $[(a+b\sqrt{2},c+d\sqrt{2})]$. This is isomorphic to $\mathbb Q(\sqrt2)=\{r+s\sqrt{2}:r,s\in \mathbb Q\}$
$$
m+n\sqrt{2}=\frac{m}{n}+\frac{m'}{n'}\sqrt{2}\mapsto [(mn'+nm'\sqrt{2},nn')]
$$
And use rationalization on the forward direction.
</details>
#### Polynomial rings
Let $R$ be a ring, a polynomial with coefficients in $R$ is a sum
$$
a_0+a_1x+\cdots+a_nx^n
$$
where $a_i\in R$. $x$ is indeterminate, $a_0,a_1,\cdots,a_n$ are called coefficients. $a_0$ is the constant term.
If $f$ is a non-zero polynomial, then the degree of $f$ is defined as the largest $n$ such that $a_n\neq 0$.
<details>
<summary>Example</summary>
Let $f=1+2x+0x^2-1x^3+0x^4$, then $deg f=3$
</details>
If $R$ has a unity $1$, then we write $x^m$ instead of $1x^m$.
Let $R[x]$ denote the set of all polynomials with coefficients in $R$.
We define multiplication and addition on $R[x]$.
$f:a_0+a_1x+\cdots+a_nx^n$
$g:b_0+b_1x+\cdots+b_mx^m$
Define,
$$
f+g=a_0+b_0+a_1x+b_1x+\cdots+a_nx^n+b_mx^m
$$
$$
fg=(a_0b_0)+(a_1b_0)x+\cdots+(a_nb_m)x^m
$$
In general, the coefficient of $x^m=\sum_{i=0}^{m}a_ix^{m-i}$.
> [!CAUTION]
>
> The field $R$ may not be commutative, follow the order of computation matters.
We will show that this is a ring and explore additional properties.

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@@ -0,0 +1,145 @@
# Math4302 Modern Algebra (Lecture 29)
## Rings
### Polynomial Rings
$$
R[x]=\{a_0+a_1x+\cdots+a_nx^n:a_0,a_1,\cdots,a_n\in R,n>1\}
$$
Then $(R[x],+,\cdot )$ is a ring.
If $R$ has a unity $1$, then $R[x]$ has a unity $1$.
If $R$ is commutative, then $(R[x],+,\cdot )$ is commutative.
#### Definition of evaluation map
Let $F$ be a field, and $F[x]$. Fix $\alpha\in F$. $\phi_\alpha:F[x]\to F$ defined by $f(x)\mapsto f(\alpha)$ (the evaluation map).
Then $\phi_\alpha$ is a ring homomorphism. $\forall f,g\in F[x]$,
- $(f+g)(\alpha)=f(\alpha)+g(\alpha)$
- $(fg)(\alpha)=f(\alpha)g(\alpha)$ (use commutativity of $\cdot$ of $F$, $f(\alpha)g(\alpha)=\sum_{k=0}^{n+m}c_k x^k$, where $c_k=\sum_{i=0}^k a_ib_{k-i}$)
#### Definition of roots
Let $\alpha\in F$ is zero (or root) of $f\in F[x]$, if $f(\alpha)=0$.
<details>
<summary>Example</summary>
$f(x)=x^3-x, F=\mathbb{Z}_3$
$f(0)=f(1)=0$, $f(2)=8-2=2-2=0$
but note that $f(x)$ is not zero polynomial $f(x)=0$, but all the evaluations are zero.
</details>
#### Factorization of polynomials
Division algorithm. Let $F$ be a field, $f(x),g(x)\in F[x]$ with $g(x)$ non-zero. Then there are unique polynomials $q(x),r(x)\in F[x]$ such that
$f(x)=q(x)g(x)+r(x)$
where $f(x)=a_0+a_1x+\cdots+a_nx^n$ and $g(x)=b_0+b_1x+\cdots+b_mx^m$, $r(x)=c_0+c_1x+\cdots+c_tx^t$, and $a^n,b^m,c^t\neq 0$.
$r(x)$ is the zero polynomial or $\deg r(x)<\deg g(x)$.
<details>
<summary>Proof</summary>
Uniqueness: exercise
---
Existence:
Let $S=\{f(x)-h(x)g(x):h(x)\in F[x]\}$.
If $0\in S$, then we are done. Suppose $0\notin S$.
Let $r(x)$ be the polynomial with smallest degree in $S$.
$f(x)-h(x)g(x)=r(x)$ implies that $f(x)=h(x)g(x)+r(x)$.
If $\deg r(x)<\deg g(x)$, then we are done; we set $q(x)=h(x)$.
If $\deg r(x)\geq\deg g(x)$, we get a contradiction, let $t=\deg r(x)$.
$m=\deg g(x)$. (so $m\leq t$) Look at $f(x)-(h(x)+\frac{c_t}{b_m}x^{t-m})g(x)$.
then $f(x)-(h(x)+\frac{c_t}{b_m}x^{t-m})g(x)=f(x)-h(x)g(x)-\frac{c_t}{b_m}x^{t-m}g(x)$.
And $f(x)-h(x)g(x)=r(x)=c_0+c_1x+\cdots+c_tx^t$, $c_t\neq 0$.
$\frac{c_t}{b_m}x^{t-m}g(x)=\frac{c_0c_t}{b_m}x^{t-m}+\cdots+c_t x^t$
That the largest terms cancel, so this gives a polynomial of degree $<t$, which violates that $r(x)$ has smallest degree.
</details>
<details>
<summary>Example</summary>
$F=\mathbb{Z}_5=\{0,1,2,3,4\}$
Divide $3x^4+2x^3+x+2$ by $x^2+4$ in $\mathbb{Z}_5[x]$.
$$
3x^4+2x^3+x+2=(3x^3+2x-2)(x^2+4)+3x
$$
So $q(x)=3x^3+2x-2$, $r(x)=3x$.
</details>
#### Some corollaries
$a\in F$ is a zero of $f(x)$ if and only if $(x-a)|f(x)$.
That is, the remainder of $f(x)$ when divided by $(x-a)$ is zero.
<details>
<summary>Proof</summary>
If $(x-a)|f(x)$, then $f(a)=0$.
If $f(x)=(x-a)q(x)$, then $f(a)=(a-a)q(a)=0$.
---
If $a$ is a zero of $f(x)$, then $f(x)$ is divisible by $(x-a)$.
We divide $f(x)$ by $(x-a)$.
$f(x)=q(x)(x-a)+r(x)$, where $r(x)$ is a constant polynomial (by degree of division).
Evaluate at $f(a)=0=0+r$, therefore $r=0$.
</details>
#### Another corollary
If $f(x)\in F[x]$ and $\deg f(x)=0$, then $f(x)$ has at most $n$ zeros.
<details>
<summary>Proof</summary>
We proceed by induction on $n$, if $n=1$, this is clear. $ax+b$ have only root $x=-\frac{b}{a}$.
Suppose $n\geq 2$.
If $f(x)$ has no zero, done.
If $f(x)$ has at least $1$ zero, then $f(x)=(x-a)q(x)$ (by our first corollary), where degree of $q(x)$ is $n-1$.
So zeros of $f(x)=\{a\}\cup$ zeros of $q(x)$, and such set has at most $n$ elements.
Done.
</details>
Preview: How to know if a polynomial is irreducible? (On Friday)

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@@ -29,4 +29,7 @@ export default {
Math4302_L24: "Modern Algebra (Lecture 24)",
Math4302_L25: "Modern Algebra (Lecture 25)",
Math4302_L26: "Modern Algebra (Lecture 26)",
Math4302_L27: "Modern Algebra (Lecture 27)",
Math4302_L28: "Modern Algebra (Lecture 28)",
Math4302_L29: "Modern Algebra (Lecture 29)",
}