Study note of MATH 521 - Analysis I

Harry Huang (aka Wenyuan Haung, 黄问远) Lv1

Number Systems and Basic Set Theory

Let’s just skip this section first.

Basic Topology

Countable Sets

::: thm
Theorem 1. If there is a surjection $f: A \rightarrow B$, we have
$|A| \geq |B|$. If there is an injection $f: A \rightarrow B$, we have
$|A| \leq |B|$.
:::

::: dfn
Definition 2. (Equivalence between sets) If there is a bijection
form set $A$ to set $B$, we say they have the same cardinality number.
In short, they are equivalent. We write $A \thicksim B$.
:::

::: dfn
Definition 3. [Finite, Countable]{style=”color: RED”}

  • Let $S_n$ represents set {1, 2, 3, ..., n}. If set $A$ satisfies
    $A \thicksim Sn$ for some $n \in \mathbb{N}$, $A$ is finite. If
    $A$ is not finite, $A$ is infinite.

  • Let $S$ represents the set of all positive integers. If set $A$
    satisfies $A \thicksim S$, $A$ is countable. A set is
    uncountable if it is neither finite nor countable. [^1]

  • $A$ is at most countable if it is countable or finite.
    :::

::: rmk
Remark 4. A finite set can’t be equivalent to one of its proper
subsets, but some infinite sets can.
:::

::: thm
Theorem 5. Every infinite subset of a countable set $A$ is
countable.
:::

::: thm
Theorem 6. An at most countable union of at most countable sets are
countable.
:::

::: cor
Corollary 7. The set of rational numbers are countable, but the set
of real number are not.
:::

::: cor
Corollary 8. The set of infinite sequences
$A = {a_0, a_1, a_2, …, a_n, …}$ is uncountable.
:::

::: cor
Corollary 9.
$\mathbb{R} \thicksim \mathbb{R}^{2} \thicksim \mathbb{R}^{n}$ for all
$n \in \mathbb{N}$.
:::

Metric Spaces

::: dfn
Definition 10. [Metric space, distance
function
]{style=”color: RED”}

  • A combination of a set $X$ and a map
    $d: X \times X \rightarrow \mathbb{R}$, which is written as
    $(X, d)$, is called a metric space if for $\forall p,:q\in X$:

    1. $d(p,:q) > 0$, if $p \neq q$; $d(p,:q) = 0$;

    2. $d(p,:q) = d(q,:p)$;

    3. $d(p,:q) \leq d(p,:r) + d(r,:q)$ for $\forall r \in X$.

  • Every function $d$ such that satisfies the three properties are
    called distance function.
    :::

::: dfn
Definition 11. [Segment, Interval]{style=”color: RED”}

  • The set of rational numbers such that $a < x < b$ for any given
    $a, b\in\mathbb{R};s.t.;a < b$ is called the segment $(a, b)$.

  • The set of rational numbers such that $a \leq x \leq b$ for any
    given $a, b\in\mathbb{R};s.t.;a \leq b$ is called the interval
    $(a, b)$.
    :::

::: dfn
Definition 12. [Neighborhood, Limit point, Interior
point
]{style=”color: RED”}

For any given metric space $(X, d)$ and set $E \subseteq X$, we have
following definitions:

  • A neighborhood of a point $p$ with radius $r>0$ is a set
    $N_{r}(p) = {q \in X: d(p,:q) < r}$.

  • A point $p$ is a limit point of set $E$ if
    $\forall r \in R, r > 0$, we have
    $(N_{r}(p) \setminus {p}) \cap E \neq \emptyset$. The set of all
    limit points of set $E$ is written as $E’$.

  • A point $p$ is a interior point of set $E$ if
    $\exists r \in R, r > 0;s.t.;N_{r}(p) \subseteq E$.
    :::

::: dfn
Definition 13. [Closed, Open, Closure]{style=”color: RED”}

For any given metric space $(X, d)$ and set $E \subseteq X$, we have
following definitions:

  • Set $E$ is open if all limit points of $E$ is in $E$. That is,
    $E’ \subseteq E$.

  • Set $E$ is closed if every point of $E$ is an interior point of
    $E$.

  • The closure ${}\mkern 3mu\overline{\mkern-3muE}$ of a set $E$ is the
    union of its limit points and itself. That is,
    ${}\mkern 3mu\overline{\mkern-3muE} = E \cup E’$.
    :::

::: dfn
Definition 14. [Complement, Perfect, Bounded,
Dense
]{style=”color: RED”}

For any given metric space $(X, d)$ and set $E \subseteq X$, we have
following definitions:

  • The complement of $E$ is $E^{c} = X \setminus E$.

  • $E$ is perfect if $E = E’$.

  • $E$ is bounded if there is a real number $r’$ and a point
    $p \in X$ s.t. $E \subseteq N_{r’}(p)$.

  • $E$ is dense in $X$ if $X = {}\mkern 3mu\overline{\mkern-3muE}$.
    :::

::: cor
Corollary 15. Every neighborhood is an open set.
:::

::: cor
Corollary 16. $\forall p \in E’, \forall r > 0$, set $E \cap N_r(p)$
is infinite. Therefore, a finite set has no limit point.
:::

::: thm
Theorem 17.
$(\bigcup_{\alpha}{E_{\alpha}})^{c} = \bigcap_{\alpha}(E_{\alpha}^{c})$.
That is, the complement of a union of sets is the intersection of the
complements of each set.
:::

::: thm
Theorem 18. A set $E$ is open if and only if its complement is
closed. $E$ is closed if and only if its complement is open.
:::

::: thm
Theorem 19. The relationship of the union/intersection of sets
between its openness and closedness:

  1. For a finite collection of open sets, both its intersection and
    union are open;

  2. For a finite collection of closed sets, both its intersection and
    union are closed;

  3. For a infinite collection of open sets, only its union is guaranteed
    to be open;

  4. For a infinite collection of closed sets, only its intersection is
    guaranteed to be closed.
    :::

::: thm
Theorem 20. If $X$ is a metric space and $E \subset X$, then:

  1. ${}\mkern 3mu\overline{\mkern-3muE}$ is closed;

  2. $E = {}\mkern 3mu\overline{\mkern-3muE}$ if and only if $E$ is
    closed;

  3. $\forall F \subset X$ such that $E \subset F$ and $F$ is closed,
    ${}\mkern 3mu\overline{\mkern-3muE} \subset F$.
    :::

::: cor
Corollary 21. Let $E$ be a nonempty set of real numbers which is
bounded above, then sup $E \in {}\mkern 3mu\overline{\mkern-3muE}$,
andsup $E \in E$ if E is closed.
:::

::: dfn
Definition 22. [Open relative]{style=”color: RED”}

  • For any subset $E$ and $Y$ of metric space $X$ such that
    $E \subset Y$, we say $E$ is open relative to $Y$ if for each
    point $p \in E$, there is a radius $r > 0$ such that
    $\forall q \in Y$ and $d(p, q) < r, q \in E$.

  • It’s clear to see that the definition is equivalent to there is an
    open subset $G \subset X$ such that $E$ = $Y \cap G$.
    :::

Compact

::: dfn
Definition 23. [Open cover, Subcover, Compact, Relatively
Compact
]{style=”color: RED”}

  • An open cover of $E$ is a collection of open subsets
    ${G_{\alpha}}$ of $X$, such that
    $E \subseteq \bigcup_{\alpha}G_{\alpha}$. That is, $E$ is
    "covered" by ${G_{\alpha}}$.

  • A subcover of an open cover ${G_{\alpha}}$ is the subset of
    ${G_{\alpha_{i}}}$, while ${G_{\alpha_{i}}}$ still "cover" the
    set $E$, that is, ${\alpha_{i}}\subset {\alpha}$ while
    $E \subseteq \bigcup_{\alpha_{i}}G_{\alpha_{i}}$.

  • $E$ is compact in $X$ if for every open cover ${G_{\alpha}}$,
    there is a $finite$ subcover.

  • Suppose $K \subset Y \subset X$, then $K$ is compact in $X$ if and
    only if $K$ is compact in $Y$, which can also be written as $K$ is
    compact relative to $Y$.
    :::

::: thm
Theorem 24. Compact subset and metric space are closed and
bounded
.
:::

::: thm
Theorem 25. Every closed subset of compact set is compact.
:::

::: cor
Corollary 26. If $A$ is closed and $B$ is compact, then $A \cap B$
is compact too.
:::

::: thm
Theorem 27. For any given collection of compact sets
${K_{\alpha}}$ such that for every finite subset
${K_{\alpha_{i}}}{i=1}^{n}$, its intersection
$\bigcap
{i=1}^{n}K_{\alpha_{i}}$ is not empty, then
$\bigcap K_{\alpha}$ is not empty too.
:::

::: cor
Corollary 28. For a chain of nonempty compact sets in $X$ such that
$K_{n} \subset K_{n+1}$ is not empty for any $n \geq 1$, then
$\bigcap K_{n}$ is not empty too.
:::

::: thm
Theorem 29. For any compact set $K$, every infinite subset of $K$
has a limit point in $K$.
:::

[^1]: There are different definitions for countable. Some people say if
a set is finite, it is also countable, and infinite countable set is
"infinitely countable". In the following paragraphs, we will
mainly follow the definition from Rudin.

  • Title: Study note of MATH 521 - Analysis I
  • Author: Harry Huang (aka Wenyuan Haung, 黄问远)
  • Created at : 2024-11-07 01:35:27
  • Updated at : 2024-11-07 01:35:27
  • Link: https://whuang369.com/2024/11/07/Analysis I/
  • License: This work is licensed under CC BY-NC-SA 4.0.
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