跳至内容
Ch-2 Basic Structures

Ch-2 Basic Structures

Word Table

术语翻译术语翻译术语翻译
cardinality集合的势domain定义域codomain值域
injection单射surjection满射bijection双射
invertible可逆的geometric progression等比数列countable可数
progression数列common ratio公比arbitrary任意

Definition of Sets

A set is an unordered collection of objects

  • The objects in a set are call the elements, or members, of the set
  • \(a\in A\) means \(A\) is a member of the set \(A\)
  • \(a\not\in A\) means \(A\) is not a member of the set \(A\)
  • empty set: \(\emptyset\)

Description of Sets

  • Roster method: listing all its members between braces \(S=\{1,4,5\}\)
  • Brace notation with ellipses: \(S=\{1,2,\cdots,998244353\}\)
  • Specification using set builder: \(S=\{x|P(x)\}\)
  • Venn diagrams

Relations between Sets

Subset: \(A\subseteq B\Leftrightarrow\forall x(x\in A\rightarrow x\in B)\)

Equal: \(A=B\Leftrightarrow A\subseteq B\land B\subseteq A\)

Proper Subset: \(A\subset B\Leftrightarrow A\subseteq B\land A\neq B\Leftrightarrow \forall x(x\in A\rightarrow x\in B)\land\exists x(x\in B\land x\not\in A)\)

The Size of Sets: If there are exactly \(n\) distinct elements in \(S\) where \(n\) is a nonnegative integer, we say that \(S\) is a finite set and \(n\) is the cardinality of \(S\)

Power Sets: Given a set \(S\) ,the power set of \(S\) is the set of all subsets of the set \(S\) , \(\mathcal{P}(x)\) denotes the power set of \(S\)

\[ \mathcal{P}(A)\subset\mathcal{P}(B)\Rightarrow A\subset B \]

Cartesian Products: The ordered n-tuple \((a_1,a_2,\cdots,a_n)\) is the ordered collection that has \(a_1\) as its first element, \(a_2\) as its second element, . . . ,and \(a_n\) as its nth element

\[ A_1\times A_2\times\cdots\times A_n=\{(a_1,a_2,\cdots,a_n|a_i\in A_i\quad\text{for}\quad i=1,2,\cdots,n\} \]

Truth Sets of Quantifiers: Given a predicate \(P\) and a domain \(D\) , the truth set of \(P\) is the set of elements \(x\) in \(D\) for which \(P(x)\) is true, which is \(\{x\in D|P(x)\}\)

Set Operations

OperationExplanation
Union\(A\cup B=\{x\vert x\in A\lor x\in B\}\)
Intersection\(A\cap B=\{x\vert x\in A\land x\in B\}\)
Difference\(A-B=\{x\vert x \in A\land x\not\in B\}\)
Complement\(\overline{A}=\{x\vert x\not\in A\land x\in U\}\)
Symmetric Difference\(A\oplus B=(A\cup B)-(A\cap B)\)

Functions

Let \(A\) and \(B\) be nonempty sets, A function \(f\) from \(A\) to \(B\)

\[ f:A\rightarrow B,\quad\forall a(a\in A\rightarrow\exists b(b\in B\land f(a)=b)) \]

\(A\) is called the domain of \(f\) and \(B\) is called the codomain of \(f\)

A function \(f\) is injection (one-to-one function) if

\[ \forall a\forall b(f(a)=f(b)\rightarrow a=b) \]

A function \(f\) from \(A\) to \(B\) is called surjection (onto function) if

\[ \forall b\in B\exists a\in A(f(a)=b) \]

The function is a bijection (one-to-one correspondence) if it’s both one-to-one and onto

Inverse Functions

Let \(f\) be a bijection from \(A\) to \(B\) ,then the inverse function of \(f\) ,denoted as \(f^{-1}\) is the function from \(B\) to \(A\) defined as

\[ f^{-1}(y)=x\quad\mathrm{iff}\quad f(x)=y \]

Function \(f\) is invertible if and only if \(f\) is bijective

Composition of Functions

Let \(g\) be a function from the set \(A\) to the set \(B\) and let \(f\) be a function from the set \(B\) to the set \(C\) ,the composition of the function \(f\) and \(g\) denoted by \(f\circ g\) is defined by

\[ f\circ g(a)=f(g(a)) \]

\(f\circ g\) can not be defined unless the range of \(g\) is a subset of the domain of \(f\)

Sequence

A sequence is a function from a subset of the set of integers to a set \(S\) , we use the notation \(a_n\) to denote the image of the integer \(n\) ,we call a term of the sequence

geometric progression: the initial term \(a\) and common ratio \(r\) are real numbers

\[ a,ar,ar^2,\cdots,ar^n \]

arithmetic progression: the initial term \(a\) and common difference \(d\) are real numbers

\[ a,a+d,a+2d\cdots,a+nd \]

Cardinality of Sets

The cardinality of a set \(A\) is equal to the cardinality of a set \(B\) ,denoted \(|A|=|B|\), if and only if there exists a bijection from \(A\) to \(B\)

If there is an injection from \(A\) to \(B\) , the cardinality of \(A\) is less than or the same as the cardinality of \(B\) and we write \(|A|\leq|B|\) ,when \(|A|\leq |B|\) and \(A\) and \(B\) have different cardinality, then \(|A|<|B|\)

Countable

A set that is either finite or has the same cardinality as the set of positive integers called countable

A set that is not countable is called uncountable

When an infinite set \(S\) is countable, we denote the cardinality of \(S\) by \(\aleph_0\)

If \(|A|=|\mathrm{Z}_+|\) , the set \(A\) is countable infinite

Cantor’s Theorem

The cardinality of the powerset of an arbitrary set has a greater cardinality than the original arbitrary set.