4.1 KiB
Dependent Types
In a 'place to do maths' we would like to be able to express and 'prove' the statement
There exists a natural that is even.
The goal of this quest is to define "what it means for a natural to be even".
Predicates / Dependent Constructions / Bundles
This requires the notion of a predicate.
In general a predicate on a type A : Type
is
a term of type A → Type
.
For example,
isEven : ℕ → Type
isEven n = ?
-
Do
C-c C-l
to load the file. -
Navigate to the hole.
-
Input
n
in the hole and doC-c C-c
. You should now seeisEven : ℕ → Type isEven zero = {!!} isEven (suc n) = {!!}
It says "to define a function on
ℕ
, it suffices to define the function on the cases,zero
andsuc n
, since these are the only constructors given in the definition ofℕ
." This has the following interpretations :- propositionally, this is the principle of mathematical induction.
- categorically, this is the universal property of a natural numbers object.
-
Navigate to the first hole and check the goal. You should see
Goal: Type ———————————
Fill the hole with
⊤
, since we wantzero
to be even. -
Navigate to the second hole.
-
Input
n
and doC-c C-c
again. You should now seeisEven : ℕ → Type isEven zero = ⊤ isEven (suc zero) = {!!} isEven (suc (suc n)) = {!!}
We have just used induction again.
-
Navigate to the first hole and check the goal. Agda should be asking for a term of type
Type
, so fill the hole with⊥
, since we don't wantsuc zero
to be even. -
Navigate to the next hole and check the goal. You should see in the 'agda information' window,
Goal: Type —————————————— n : ℕ
We are in the 'inductive step', so we have access to the previous natural number.
-
Fill the hole with
isEven n
, since we wantsuc (suc n)
to be even precisely whenn
is even.The reason we have access to the term
isEven n
is again because we are in the 'inductive step'. -
There should now be nothing in the 'agda info' window. This means everything is working. (Compare your
isEven
with our solutions inQuest2Solutions.agda
.)
There are three interpretations of isEven : ℕ → Type
.
-
Already mentioned,
isEven
is a predicate onℕ
. -
isEven
is a dependent construction. Specifically,isEven n
is either⊤
or⊥
depending onn : ℕ
. -
isEven
is a bundle overℕ
, i.e. an object in the over-categoryType↓ℕ
. Pictorially, it looks likeIn the categorical perspective, for each
n : ℕ
isEven n
is called the fiber overn
. In this particular example the fibers are either empty or singleton.
In general given a type A : Type
,
a dependent type F
over A
is a term F : A → Type
.
This should be drawn as a collection of space parameterised
by the space A
.
You can check if 2
is even by asking agda to 'reduce' the term isEven 2
:
do C-c C-n
(n
for normalize) and type in isEven 2
.
(By the way you can write in numerals since we are now secretly
using ℕ
from the cubical agda library.)
Using the Trinitarianism
We introduced new ideas through all three perspectives, as each has their own advantage
- Types as propositions is often the most familiar perspective, and hence can offer guidance for the other two perspectives. However the current mathematical paradigm uses proof irrelevance (two proofs of the same proposition are always 'the same'), which is not compatible with HoTT.
- Types as constructions conveys the way in which 'data' is important, and should be preserved.
- Types as objects allows us to draw pictures, thus guiding us through the syntax with geometric intuition.
For each new idea introduced, make sure to justify it proof theoretically, type theoretically and categorically.