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Math4201Exam reviewsMath 4201 Exam 1 Review

Math 4201 Exam 1 Review

Note

This is a review for definitions we covered in the classes. It may serve as a cheat sheet for the exam if you are allowed to use it.

The exam will have 5 problems, roughly covering the following types of questions:

  • Define concepts from class (e.g. what is the definition of the interior of a set?)
  • Give an example of a space/map which satisfies/does not satisfy a certain property (e.g. give an example of a map that is not continuous.)
  • Proofs from the lectures
  • Homework problems
  • A new problem at the same level of difficulty as homework problems

Topological space

Basic definitions

Definition for topological space

A topological space is a pair of set XX and a collection of subsets of XX, denoted by T\mathcal{T} (imitates the set of “open sets” in XX), satisfying the following axioms:

  1. T\emptyset \in \mathcal{T} and XTX \in \mathcal{T}
  2. T\mathcal{T} is closed with respect to arbitrary unions. This means, for any collection of open sets {Uα}αI\{U_\alpha\}_{\alpha \in I}, we have αIUαT\bigcup_{\alpha \in I} U_\alpha \in \mathcal{T}
  3. T\mathcal{T} is closed with respect to finite intersections. This means, for any finite collection of open sets {U1,U2,,Un}\{U_1, U_2, \ldots, U_n\}, we have i=1nUiT\bigcap_{i=1}^n U_i \in \mathcal{T}

Definition of open set

UXU\subseteq X is an open set if UTU\in \mathcal{T}

Definition of closed set

ZXZ\subseteq X is a closed set if XZTX\setminus Z\in \mathcal{T}

Warning

A set is closed is not the same as its not open.

In all topologies over non-empty sets, X,X, \emptyset are both closed and open.

Basis

Definition of topological basis

For a set XX, a topology basis, denoted by B\mathcal{B}, is a collection of subsets of XX, such that the following properties are satisfied:

  1. For any xXx \in X, there exists a BBB \in \mathcal{B} such that xBx \in B (basis covers the whole space)
  2. If B1,B2BB_1, B_2 \in \mathcal{B} and xB1B2x \in B_1 \cap B_2, then there exists a B3BB_3 \in \mathcal{B} such that xB3B1B2x \in B_3 \subseteq B_1 \cap B_2 (every non-empty intersection of basis elements are also covered by a basis element)

Definition of topology generated by basis

Let B\mathcal{B} be a basis for a topology on a set XX. Then the topology generated by B\mathcal{B} is defined by the set as follows:

TB{UXxU,BB such that xBU}\mathcal{T}_{\mathcal{B}} \coloneqq \{ U \subseteq X \mid \forall x\in U, \exists B\in \mathcal{B} \text{ such that } x\in B\subseteq U \}

This is basically a closure of B\mathcal{B} under arbitrary unions and finite intersections

Lemma of topology generated by basis

UTB    {Bα}αIBU\in \mathcal{T}_{\mathcal{B}}\iff \exists \{B_\alpha\}_{\alpha \in I}\subseteq \mathcal{B} such that U=αIBαU=\bigcup_{\alpha \in I} B_\alpha

Definition of basis generated from a topology

Let (X,T)(X, \mathcal{T}) be a topological space. Then the basis generated from a topology is CB\mathcal{C}\subseteq \mathcal{B} such that UT\forall U\in \mathcal{T}, xU\forall x\in U, BC\exists B\in \mathcal{C} such that xBUx\in B\subseteq U.

Definition of subbasis of topology

A subbasis of a topology is a collection ST\mathcal{S}\subseteq \mathcal{T} such that USU=X\bigcup_{U\in \mathcal{S}} U=X.

Definition of topology generated by subbasis

Let ST\mathcal{S}\subseteq \mathcal{T} be a subbasis of a topology on XX, then the basis generated by such subbasis is the closure of finite intersection of S\mathcal{S}

BS{BB is the intersection of a finite number of elements of S}\mathcal{B}_{\mathcal{S}} \coloneqq \{B\mid B\text{ is the intersection of a finite number of elements of }\mathcal{S}\}

Then the topology generated by BS\mathcal{B}_{\mathcal{S}} is the subbasis topology denoted by TS\mathcal{T}_{\mathcal{S}}.

Note that all open set with respect to TS\mathcal{T}_{\mathcal{S}} can be written as a union of finitely intersections of elements of S\mathcal{S}

Comparing topologies

Definition of finer and coarser topology

Let (X,T)(X,\mathcal{T}) and (X,T)(X,\mathcal{T}') be topological spaces. Then T\mathcal{T} is finer than T\mathcal{T}' if TT\mathcal{T}'\subseteq \mathcal{T}. T\mathcal{T} is coarser than T\mathcal{T}' if TT\mathcal{T}\subseteq \mathcal{T}'.

Lemma of comparing basis

Let (X,T)(X,\mathcal{T}) and (X,T)(X,\mathcal{T}') be topological spaces with basis B\mathcal{B} and B\mathcal{B}'. Then T\mathcal{T} is finer than T\mathcal{T}' if and only if for any xXx\in X, xBx\in B', BBB'\in \mathcal{B}', there exists BBB\in \mathcal{B}, such that xBx\in B and xBBx\in B\subseteq B'.

Product space

Definition of cartesian product

Let X,YX,Y be sets. The cartesian product of XX and YY is the set of all ordered pairs (x,y)(x,y) where xXx\in X and yYy\in Y, denoted by X×YX\times Y.

Definition of product topology

Let (X,TX)(X,\mathcal{T}_X) and (Y,TY)(Y,\mathcal{T}_Y) be topological spaces. Then the product topology on X×YX\times Y is the topology generated by the basis

BX×Y={U×V,UTX,VTY}\mathcal{B}_{X\times Y}=\{U\times V, U\in \mathcal{T}_X, V\in \mathcal{T}_Y\}

or equivalently,

BX×Y={U×V,UBX,VBY}\mathcal{B}_{X\times Y}'=\{U\times V, U\in \mathcal{B}_X, V\in \mathcal{B}_Y\}

Product topology generated from open sets of XX and YY is the same as product topology generated from their corresponding basis

Subspace topology

Definition of subspace topology

Let (X,T)(X,\mathcal{T}) be a topological space and YXY\subseteq X. Then the subspace topology on YY is the topology given by

TY={UYUT}\mathcal{T}_Y=\{U\cap Y|U\in \mathcal{T}\}

or equivalently, let B\mathcal{B} be the basis for (X,T)(X,\mathcal{T}). Then the subspace topology on YY is the topology generated by the basis

BY={UYUB}\mathcal{B}_Y=\{U\cap Y| U\in \mathcal{B}\}

Lemma of open sets in subspace topology

Let (X,T)(X,\mathcal{T}) be a topological space and YXY\subseteq X. Then if UYU\subseteq Y, UU is open in (Y,TY)(Y,\mathcal{T}_Y), then UU is open in (X,T)(X,\mathcal{T}).

This also holds for closed set in closed subspace topology

Interior and closure

Definition of interior

The interior of AA is the largest open subset of AA.

A=UA,U is open in XUA^\circ=\bigcup_{U\subseteq A, U\text{ is open in }X} U

Definition of closure

The closure of AA is the smallest closed superset of AA.

A=UA,U is closed in XU\overline{A}=\bigcap_{U\supseteq A, U\text{ is closed in }X} U

Definition of neighborhood

A neighborhood of a point xXx\in X is an open set UTU\in \mathcal{T} such that xUx\in U.

Definition of limit points

A point xXx\in X is a limit point of AA if every neighborhood of xx contains a point in A{x}A-\{x\}.

We denote the set of all limits points of AA by AA'.

A=AA\overline{A}=A\cup A'

Sequences and continuous functions

Definition of convergence

Let XX be a topological space. A sequence (xn)nN+(x_n)_{n\in\mathbb{N}_+} in XX converges to xXx\in X if for any neighborhood UU of xx, there exists NN+N\in\mathbb{N}_+ such that nN,xnU\forall n\geq N, x_n\in U.

Definition of Hausdoorff space

A topological space (X,T)(X,\mathcal{T}) is Hausdorff if for any two distinct points x,yXx,y\in X, there exist open neighborhoods UU and VV of xx and yy respectively such that UV=U\cap V=\emptyset.

Uniqueness of convergence in Hausdorff spaces

In a Hausdorff space, if a sequence (xn)nN+(x_n)_{n\in\mathbb{N}_+} converges to xXx\in X and yXy\in X, then x=yx=y.

Closed singleton in Hausdorff spaces

In a Hausdorff space, if xXx\in X, then {x}\{x\} is a closed set.

Definition of continuous function

Let (X,TX)(X,\mathcal{T}_X) and (Y,TY)(Y,\mathcal{T}_Y) be topological spaces. A function f:XYf:X\to Y is continuous if for any open set UYU\subseteq Y, f1(U)f^{-1}(U) is open in XX.

Definition of point-wise continuity

Let (X,TX)(X,\mathcal{T}_X) and (Y,TY)(Y,\mathcal{T}_Y) be topological spaces. A function f:XYf:X\to Y is point-wise continuous at xXx\in X if for every openset VYV\subseteq Y, f(x)Vf(x)\in V then there exists an open set UXU\subseteq X such that xUx\in U and f(U)Vf(U)\subseteq V.

Lemma of continuous functions

If f:XYf:X\to Y is point-wise continuous for all xXx\in X, then ff is continuous.

Properties of continuous functions

If f:XYf:X\to Y is continuous, then

  1. AY\forall A\subseteq Y, f1(Ac)=Xf1(A)f^{-1}(A^c)=X\setminus f^{-1}(A) (complements maps to complements)
  2. AαY,αI\forall A_\alpha\subseteq Y, \alpha\in I, f1(αIAα)=αIf1(Aα)f^{-1}(\bigcup_{\alpha\in I} A_\alpha)=\bigcup_{\alpha\in I} f^{-1}(A_\alpha)
  3. AαY,αI\forall A_\alpha\subseteq Y, \alpha\in I, f1(αIAα)=αIf1(Aα)f^{-1}(\bigcap_{\alpha\in I} A_\alpha)=\bigcap_{\alpha\in I} f^{-1}(A_\alpha)
  4. f1(U)f^{-1}(U) is open in XX for any open set UYU\subseteq Y.
  5. ff is continuous at xXx\in X.
  6. f1(V)f^{-1}(V) is closed in XX for any closed set VYV\subseteq Y.
  7. Assume B\mathcal{B} is a basis for YY, then f1(B)f^{-1}(\mathcal{B}) is open in XX for any BBB\in \mathcal{B}.
  8. AX\forall A\subseteq X, f(A)=f(A)\overline{f(A)}=f(\overline{A})

Definition of homeomorphism

Let (X,TX)(X,\mathcal{T}_X) and (Y,TY)(Y,\mathcal{T}_Y) be topological spaces. A function f:XYf:X\to Y is a homeomorphism if ff is continuous, bijective and f1:YXf^{-1}:Y\to X is continuous.

Ways to construct continuous functions

  1. If f:XYf:X\to Y is constant function, f(x)=y0f(x)=y_0 for all xXx\in X, then ff is continuous. (constant functions are continuous)
  2. If AA is a subspace of XX, f:AXf:A\to X is the inclusion map f(x)=xf(x)=x for all xAx\in A, then ff is continuous. (inclusion maps are continuous)
  3. If f:XYf:X\to Y is continuous, g:YZg:Y\to Z is continuous, then gf:XZg\circ f:X\to Z is continuous. (composition of continuous functions is continuous)
  4. If f:XYf:X\to Y is continuous, AA is a subspace of XX, then fA:XYf|_A:X\to Y is continuous. (domain restriction is continuous)
  5. If f:XYf:X\to Y is continuous, ZZ is a subspace of YY, then f:XZf:X\to Z, g(x)=f(x)Zg(x)=f(x)\cap Z is continuous. If YY is a subspace of ZZ, then h:XZh:X\to Z, h(x)=f(x)h(x)=f(x) is continuous (composition of ff and inclusion map).
  6. If f:XYf:X\to Y is continuous, XX can be written as a union of open sets {Uα}αI\{U_\alpha\}_{\alpha\in I}, then fUα:XYf|_{U_\alpha}:X\to Y is continuous.
  7. If X=Z1Z2X=Z_1\cup Z_2, and Z1,Z2Z_1,Z_2 are closed equipped with subspace topology, let g1:Z1Yg_1:Z_1\to Y and g2:Z2Yg_2:Z_2\to Y be continuous, and for all xZ1Z2x\in Z_1\cap Z_2, g1(x)=g2(x)g_1(x)=g_2(x), then f:XYf:X\to Y by f(x){g1(x),xZ1g2(x),xZ2f(x)\begin{cases}g_1(x), & x\in Z_1 \\ g_2(x), & x\in Z_2\end{cases} is continuous. (pasting lemma)
  8. f:XYf:X\to Y is continuous, g:XZg:X\to Z is continuous if and only if H:XY×ZH:X\to Y\times Z, where Y×ZY\times Z is equipped with the product topology, H(x)=(f(x),g(x))H(x)=(f(x),g(x)) is continuous. (proved in homework)

Metric spaces

Definition of metric

A metric on XX is a function d:X×XRd:X\times X\to \mathbb{R} such that x,yX\forall x,y\in X,

  1. d(x,x)=0d(x,x)=0
  2. d(x,y)0d(x,y)\geq 0
  3. d(x,y)=d(y,x)d(x,y)=d(y,x)
  4. d(x,y)+d(y,z)d(x,z)d(x,y)+d(y,z)\geq d(x,z)

Definition of metric ball

The metric ball Brd(x)B_r^{d}(x) is the set of all points yXy\in X such that d(x,y)rd(x,y)\leq r.

Definition of metric topology

Let XX be a metric space with metric dd. Then XX is equipped with the metric topology generated by the metric balls Brd(x)B_r^{d}(x) for r>0r>0.

Definition of metrizable

A topological space (X,T)(X,\mathcal{T}) is metrizable if it is the metric topology for some metric dd on XX.

Hausdorff axiom for metric spaces

Every metric space is Hausdorff (take metric balls Br(x)B_r(x) and Br(y)B_r(y), r=d(x,y)2r=\frac{d(x,y)}{2}).

If a topology isn’t Hausdorff, then it isn’t metrizable.

Prove by triangle inequality and contradiction.

Common metrics in Rn\mathbb{R}^n

Euclidean metric

d(x,y)=i=1n(xiyi)2d(x,y)=\sqrt{\sum_{i=1}^n (x_i-y_i)^2}

Square metric

ρ(x,y)=maxi=1nxiyi\rho(x,y)=\max_{i=1}^n |x_i-y_i|

Manhattan metric

m(x,y)=i=1nxiyim(x,y)=\sum_{i=1}^n |x_i-y_i|

These metrics are equivalent.

Product topology and metric

If (X,d),(Y,d)(X,d),(Y,d') are metric spaces, then X×YX\times Y is metric space with metric d(x,y)=max{d(x1,y1),d(x2,y2)}d(x,y)=\max\{d(x_1,y_1),d(x_2,y_2)\}.

Uniform metric

Let Rω\mathbb{R}^\omega be the set of all infinite sequences of real numbers. Then d(x,y)=supi=1ωmin{1,xiyi}\overline{d(x,y)}=\sup_{i=1}^\omega \min\{1,|x_i-y_i|\}, the uniform metric on Rω\mathbb{R}^\omega is a metric.

Metric space and converging sequences

Let XX be a topological space, AXA\subseteq X, xnxx_n\to x such that xnAx_n\in A. Then xAx\in \overline{A}.

If XX is a metric space, AXA\subseteq X, xAx\in \overline{A}, then there exists converging sequence xnxx_n\to x such that xnAx_n\in A.

First countability axiom

A topological space (X,T)(X,\mathcal{T}) satisfies the first countability axiom if any point xXx\in X, there is a sequence of open neighborhoods of xx, {Vn}n=1\{V_n\}_{n=1}^\infty such that any open neighborhood UU of xx contains one of VnV_n.

Apply the theorem above, we have if (X,T)(X,\mathcal{T}) satisfies the first countability axiom, then every convergent sequence converges to a point in the closure of the sequence.

Metric defined for functions

Definition for bounded metric space

A metric space (Y,d)(Y,d) is bounded if there is MR0M\in \mathbb{R}^{\geq 0} such that for all y1,y2Yy_1,y_2\in Y, d(y1,y2)Md(y_1,y_2)\leq M.

Definition for metric defined for functions

Let XX be a topological space and YY be a bounded metric space, then the set of all maps, denoted by Map(X,Y)\operatorname{Map}(X,Y), f:XYMap(X,Y)f:X\to Y\in \operatorname{Map}(X,Y) is a metric space with metric ρ(f,g)=supxXd(f(x),g(x))\rho(f,g)=\sup_{x\in X} d(f(x),g(x)).

Space of continuous map is closed

Let (Map(X,Y),ρ)(\operatorname{Map}(X,Y),\rho) be a metric space defined above, then every continuous map is a limit point of some sequence of continuous maps.

Z={fMap(X,Y)f is continuous}Z=\{f\in \operatorname{Map}(X,Y)|f\text{ is continuous}\}

ZZ is closed in (Map(X,Y),ρ)(\operatorname{Map}(X,Y),\rho).

Quotient space

Quotient map

Let XX be a topological space and XX^* is a set. q:XXq:X\to X^* is a surjective map. Then qq is a quotient map.

Quotient topology

Let (X,T)(X,\mathcal{T}) be a topological space and XX^* be a set, q:XXq:X\to X^* is a surjective map. Then

T{UXq1(U)T}\mathcal{T}^* \coloneqq \{U\subseteq X^*\mid q^{-1}(U)\in \mathcal{T}\}

is a topology on XX^* called quotient topology.

(X,T)(X^*,\mathcal{T}^*) is called the quotient space of XX by qq.

Equivalent classes

\sim is a subset of X×XX\times X with the following properties:

  1. xxx\sim x for all xXx\in X.
  2. If (x,y)(x,y)\in \sim, then (y,x)(y,x)\in \sim.
  3. If (x,y)(x,y)\in \sim and (y,z)(y,z)\in \sim, then (x,z)(x,z)\in \sim.

The equivalence classes of xXx\in X is denoted by [x]={yXyx}[x]=\{y\in X|y\sim x\}.

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