summaryrefslogtreecommitdiffhomepage
path: root/set-theory.html.markdown
diff options
context:
space:
mode:
Diffstat (limited to 'set-theory.html.markdown')
-rw-r--r--set-theory.html.markdown132
1 files changed, 132 insertions, 0 deletions
diff --git a/set-theory.html.markdown b/set-theory.html.markdown
new file mode 100644
index 00000000..c6e72960
--- /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 }
+```