Mathematics/Discrete Math/Relations and Functions: Difference between revisions
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Latest revision as of 17:23, 25 October 2020
Recall from Discrete Math - Sets (basic set operations) that a Cartesian Product is a mapping of all possible ordered pairs from sets A={a1, a2, ...} and B={b1, b2, ...} such that
A x B={(a1, b1), (a1, b2), ..., (a2, b1), (a2, b2), ...}
.
Using this fact, we can define some terms:
Function Definitions
- Binary Relation - A subset of the cartesian product
A x B
for some arbitrary, non-zero sets A and B.- When an element a ∈ A is paired with an element b ∈ B through a binary relation, we can denote that they're related with
a R b
.
- When an element a ∈ A is paired with an element b ∈ B through a binary relation, we can denote that they're related with
- Function - A binary relation such that every element in A corresponds to, at most, one element in B.
- Domain - Given all possible
{(a, b) ∈ f | a ∈ A, b ∈ B}
, the "domain" is the full set A. - Codomain - Given all possible
{(a, b) ∈ f | a ∈ A, b ∈ B}
, the "codomain" is the full set B. - Argument - Given all possible
{(a, b) ∈ f | a ∈ A, b ∈ B}
, each a can be considered an "argument". - Value - Given all possible
{(a, b) ∈ f | a ∈ A, b ∈ B}
, each b can be considered a "value". - Finite Sequence - A function that has at most n domain → codomain pairings.
- In simpler terms, a function that has a limited/set number of a → b mappings.
- Infinite Sequence - A function that has a non-terminating/infinitely extending number of domain → codomain pairings.
Note that two functions are considered equivalent if they have the same domain and codomain.
Function Properties
- Image - The set of all output values a function may have.
- Preimage/Inverse Image - The set of all elements in a domain that map to the codomain.
- Injection - "One-to-one". Aka, a function where each element in the codomain is mapped to by, at most, one element of the domain.
- To put it another way, each input provides exactly one output.
- Surjection - "Onto". Aka, a function where each element of the codomain is mapped to by, at least, one element of the domain.
- To put it another way, each possible output corresponds to at least one input.
- Bijection - "One-to-one Correspondence". Aka, a function that is both Injective and Surjective at the same time.
- Aka, each input relates to exactly one output, all possible outputs correspond to exactly one input each.
A function has an 'inverse iff it's bijective. We can then define the inverse as f^-1(b)=a iff f(a)=b
Equivalence Relations
The following definitions refer to some a, b, c ∈ S
for some arbitrary set S.
Also recall that, fore each paring (a, b), we can denote that they're related with a R b
.
- Reflexive Relation - Defined as
a = a
.- Effectively, what this means is that every element is has a relation/paring to itself.
- Ex: For
a, b, c ∈ S
, we must have some(a, a), (b, b), and (c, c)
to be reflexive. - Ex: The statements "is married to" or "is a coworker of".
- Symmetric Relation - If
a = b
, thenb = a
.- Ex: For
a, b, c ∈ S
, if we have have some(a, b)
, then we must also have(b, a)
to be symmetric. - Ex: The numbers 3 and 8 when applied to a modulus of 5.
- Ex: For
- Transitive Relation - If
a = b
andb = c
, thena = c
.- Ex: For
a, b, c ∈ S
, if we have some(a, b) and (b, c)
, then we must also have(a, c)
to be transitive.
- Ex: For
- Equivalence Relation - A binary relation that is reflexive, symmetric, and transitive all at once.
- Irreflexive/Anti-Reflexive - A binary relation in which no elements relate to themselves.