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diff --git a/set-theory.html.markdown b/set-theory.html.markdown new file mode 100644 index 00000000..6be7aa00 --- /dev/null +++ b/set-theory.html.markdown @@ -0,0 +1,132 @@ +--- +category: Algorithms & Data Structures +name: Set theory +contributors: +--- +Set theory is a branch of mathematics that studies sets, their operations, and their properties. + +* A set is a collection of disjoint items. + +## Basic symbols + +### Operators +* the union operator, `∪`, pronounced "cup", means "or"; +* the intersection operator, `∩`, pronounced "cap", means "and"; +* the exclusion operator, `\`, means "without"; +* the compliment operator, `'`, means "the inverse of"; +* the cross operator, `×`, means "the Cartesian product of". + +### Qualifiers +* the colon qualifier, `:`, means "such that"; +* the membership qualifier, `∈`, means "belongs to"; +* the subset qualifier, `⊆`, means "is a subset of"; +* the proper subset qualifier, `⊂`, means "is a subset of but is not equal to". + +### Canonical sets +* `∅`, the empty set, i.e. the set containing no items; +* `ℕ`, the set of all natural numbers; +* `ℤ`, the set of all integers; +* `ℚ`, the set of all rational numbers; +* `ℝ`, the set of all real numbers. + +There are a few caveats to mention regarding the canonical sets: +1. Even though the empty set contains no items, the empty set is a subset of itself (and indeed every other set); +2. Mathematicians generally do not universally agree on whether zero is a natural number, and textbooks will typically explicitly state whether or not the author considers zero to be a natural number. + + +### Cardinality + +The cardinality, or size, of a set is determined by the number of items in the set. The cardinality operator is given by a double pipe, `|...|`. + +For example, if `S = { 1, 2, 4 }`, then `|S| = 3`. + +### The Empty Set +* The empty set can be constructed in set builder notation using impossible conditions, e.g. `∅ = { x : x =/= x }`, or `∅ = { x : x ∈ N, x < 0 }`; +* the empty set is always unique (i.e. there is one and only one empty set); +* the empty set is a subset of all sets; +* the cardinality of the empty set is 0, i.e. `|∅| = 0`. + +## Representing sets + +### Literal Sets + +A set can be constructed literally by supplying a complete list of objects contained in the set. For example, `S = { a, b, c, d }`. + +Long lists may be shortened with ellipses as long as the context is clear. For example, `E = { 2, 4, 6, 8, ... }` is clearly the set of all even numbers, containing an infinite number of objects, even though we've only explicitly written four of them. + +### Set Builder + +Set builder notation is a more descriptive way of constructing a set. It relies on a _subject_ and a _predicate_ such that `S = { subject : predicate }`. For example, + +``` +A = { x : x is a vowel } = { a, e, i, o, u, y} +B = { x : x ∈ N, x < 10 } = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 } +C = { x : x = 2k, k ∈ N } = { 0, 2, 4, 6, 8, ... } +``` + +Sometimes the predicate may "leak" into the subject, e.g. + +``` +D = { 2x : x ∈ N } = { 0, 2, 4, 6, 8, ... } +``` + +## Relations + +### Membership + +* If the value `a` is contained in the set `A`, then we say `a` belongs to `A` and represent this symbolically as `a ∈ A`. +* If the value `a` is not contained in the set `A`, then we say `a` does not belong to `A` and represent this symbolically as `a ∉ A`. + +### Equality + +* If two sets contain the same items then we say the sets are equal, e.g. `A = B`. +* Order does not matter when determining set equality, e.g. `{ 1, 2, 3, 4 } = { 2, 3, 1, 4 }`. +* Sets are disjoint, meaning elements cannot be repeated, e.g. `{ 1, 2, 2, 3, 4, 3, 4, 2 } = { 1, 2, 3, 4 }`. +* Two sets `A` and `B` are equal if and only if `A ⊆ B` and `B ⊆ A`. + +## Special Sets + +### The Power Set +* Let `A` be any set. The set that contains all possible subsets of `A` is called a "power set" and is written as `P(A)`. If the set `A` contains `n` elements, then `P(A)` contains `2^N` elements. + +``` +P(A) = { x : x ⊆ A } +``` + +## 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 } +``` |