When are two functions equal? A function is a kind of relation, which means it's a kind of set. So two functions being equal means, fundamentally, that each is a subset of the other. That's inconvenient, and it doesn't really jibe with our understanding of functions as encoding rules.
Theorem About When Functions Are Equal (TAWFAE). Let and be functions. Then if and only if:
- , and
- .
Proof. This theorem sort of looks like it will be complicated to prove, but let's keep our wits about us and rely on logic to help us out.
Globally, this is a biconditional proof so it has two directions:
() Assume . We need to prove two things:
(clause 1) This is the claim that two sets are equal, so we have to prove each is a subset of the other:
() Let . Then . Since , this means . So .
() Let . Then . Since , this means . So .
(clause 2) This is a universal claim, so we start the same way as always: Let . Then . We can rewrite this as . On the other hand, we know from clause 1 that , so . We can rewrite this as . But since , we actually have .
Since and , and is a function, .
So .
() Assume both clauses 1 and 2 hold. In this direction, we need to prove two sets are equal.
() Let . Then for some and some . , so by clause 1, . Then there's some with . We can rewrite in function notation as and . By clause 2, we know , so . That is, .
() This is so similar to , I'll let you work it out.
Since we proved both directions, we're done. .
This theorem gives us a new way to prove two functions are equal, should we ever need it: we establish clause 1 ("they have the same domain") and clause 2 ("they have the same rule").
Restrictions and Extensions
In middle and high school algebra courses, we often ask questions like "What's the domain of ?". According to the TAWFAE, this is actually a dumb question: TAWFAE says in order to know what a function is, we need to know what the domain is. So a question like doesn't actually contain enough information to be answerable.
What the question is really asking, though is: what's the most natural, or maybe what's the largest possible domain on which this rule makes sense?
As a middle-school student, I was very confused by questions like this one:
Find the domain of .
My answer would usually go like this: that function is really the same as , the domain of which is all of . And I would always get that question wrong. Why?
The functions and do indeed have the same rule, in the sense that, whenever makes sense, we have
But the natural domain of is and the natural domain for is ; so that means the domains are different -- hence by the TAWFAE, we know . Nevertheless, the two functions are related.
Definition. If and , we define the restriction of to as
That is, has the same rule as , just we only care about inputs that come from .
Equipped with this notion, we can describe the relationship between and :
Definition. If , and , and there is with , we call an extension of .
Here's an illustration: if we let denote the function displayed in green, denote the function displayed in blue, and the function displayed in red, then we have that:
- is an extension of , from to all of
- is an extension of , from to