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author | a'_ <43641740+A-ee@users.noreply.github.com> | 2020-04-10 11:16:05 +0800 |
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committer | Andrew Ryan Davis <AndrewDavis1191@gmail.com> | 2020-06-04 19:59:09 -0700 |
commit | ef0480286342219c7a592926660018534f5af12a (patch) | |
tree | 12266ac8a36341e2605e9e96fd60888d0df80d50 /set-theory.html.markdown | |
parent | 37c5b3dcd81cdd03daf433a132d6441be9f591d0 (diff) |
Propose Set Theory
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diff --git a/set-theory.html.markdown b/set-theory.html.markdown new file mode 100644 index 00000000..988c4397 --- /dev/null +++ b/set-theory.html.markdown @@ -0,0 +1,143 @@ +--- +category: Algorithms & Data Structures +name: Set theory +contributors: +--- +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 set `A`, `a` belongs to `A`. Representation: `a∈A` +* If the value `a` is not one of the items of the set `A`, `a` does not belong to `A`. 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` if `A ⊆ B` and `B ⊆ 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 set `A`, we say that `B` is a subset of `A` (`B⊆A`). +* If B is not a subset of A, the representation is `B⊈A`. + +### Proper subsets +* If `B ⊆ A` and `B ≠ 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 of `A` is called a powerset (written as `P(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 +``` |