4.5 KiB
category | name | contributors |
---|---|---|
Algorithms & Data Structures | Set theory |
The set theory is a study for sets, their operations, and their properties. It is the basis of the whole mathematical system.
- A set is a collection of definite distinct items.
Basic operators
These operators don't require a lot of text to describe.
∨
means or.∧
means and.,
separates the filters that determine the items in the set.
A brief history of the set theory
Naive set theory
- Cantor invented the naive set theory.
- It has lots of paradoxes and initiated the third mathematical crisis.
Axiomatic set theory
- It uses axioms to define the set theory.
- It prevents paradoxes from happening.
Built-in sets
∅
, the set of no items.N
, the set of all natural numbers.{0,1,2,3,…}
Z
, the set of all integers.{…,-2,-1,0,1,2,…}
Q
, the set of all rational numbers.R
, the set of all real numbers.
The empty set
- The set containing no items is called the empty set. Representation:
∅
- The empty set can be described as
∅ = {x|x ≠ x}
- The empty set is always unique.
- The empty set is the subset of all sets.
A = {x|x∈N,x < 0}
A = ∅
∅ = {} (Sometimes)
|∅| = 0
|{∅}| = 1
Representing sets
Enumeration
- List all items of the set, e.g.
A = {a,b,c,d}
- List some of the items of the set. Ignored items are represented with
…
. E.g.B = {2,4,6,8,10,…}
Description
- Describes the features of all items in the set. Syntax:
{body|condtion}
A = {x|x is a vowel}
B = {x|x ∈ N, x < 10l}
C = {x|x = 2k, k ∈ N}
C = {2x|x ∈ N}
Relations between sets
Belongs to
- If the value
a
is one of the items of the setA
,a
belongs toA
. Representation:a∈A
- If the value
a
is not one of the items of the setA
,a
does not belong toA
. Representation:a∉A
Equals
- If all items in a set are exactly the same to another set, they are equal. Representation:
a=b
- Items in a set are not order sensitive.
{1,2,3,4}={2,3,1,4}
- Items in a set are unique.
{1,2,2,3,4,3,4,2}={1,2,3,4}
- Two sets are equal if and only if all of their items are exactly equal to each other. Representation:
A=B
. Otherwise, they are not equal. Representation:A≠B
. A=B
ifA ⊆ B
andB ⊆ A
Belongs to
- If the set A contains an item
x
,x
belongs to A (x∈A
). - Otherwise,
x
does not belong to A (x∉A
).
Subsets
- If all items in a set
B
are items of setA
, we say thatB
is a subset ofA
(B⊆A
). - If B is not a subset of A, the representation is
B⊈A
.
Proper subsets
- If
B ⊆ A
andB ≠ A
, B is a proper subset of A (B ⊂ A
). Otherwise, B is not a proper subset of A (B ⊄ A
).
Set operations
Base number
- The number of items in a set is called the base number of that set. Representation:
|A|
- If the base number of the set is finite, this set is a finite set.
- If the base number of the set is infinite, this set is an infinite set.
A = {A,B,C}
|A| = 3
B = {a,{b,c}}
|B| = 2
|∅| = 0 (it has no items)
Powerset
- Let
A
be any set. The set that contains all possible subsets ofA
is called a powerset (written asP(A)
).
P(A) = {x|x ⊆ A}
|A| = N, |P(A)| = 2^N
Set operations among two sets
Union
Given two sets A
and B
, the union of the two sets are the items that appear in either A
or B
, written as A ∪ B
.
A ∪ B = {x|x∈A∨x∈B}
Intersection
Given two sets A
and B
, the intersection of the two sets are the items that appear in both A
and B
, written as A ∩ B
.
A ∩ B = {x|x∈A,x∈B}
Difference
Given two sets A
and B
, the set difference of A
with B
is every item in A
that does not belong to B
.
A \ B = {x|x∈A,x∉B}
Symmetrical difference
Given two sets A
and B
, the symmetrical difference is all items among A
and B
that doesn't appear in their intersections.
A △ B = {x|(x∈A∧x∉B)∨(x∈B∧x∉A)}
A △ B = (A \ B) ∪ (B \ A)
Cartesian product
Given two sets A
and B
, the cartesian product between A
and B
consists of a set containing all combinations of items of A
and B
.
A × B = { {x, y} | x ∈ A, y ∈ B }
"Generalized" operations
General union
Better known as "flattening" of a set of sets.
∪A = {x|X∈A,x∈X}
∪A={a,b,c,d,e,f}
∪B={a}
∪C=a∪{c,d}
General intersection
∩ A = A1 ∩ A2 ∩ … ∩ An