- Mathematical formalism
- Invented by this hero (Alonzo Church) starting 1932:
- Universal model of computation (Turing-complete) (NBD)
** Lambda function (𝛌) ** | ** Arrow function (=> ) ** |
|
---|---|---|
used for | thinking | programming |
inputs | 1 | 0+ |
outputs | 1 | 0+ |
side effects? | no way! | maybe |
** Lambda function (𝛌) ** | ** Arrow function (=> )** |
|
---|---|---|
making one ("abstraction") |
λx.x | x => x |
faking multiple args | λx.λy.x+y | (x, y) => x + y x => y => x + y |
using one ("application") |
(λx.λy.x+y) 5 1 5+1 6 |
(x => y => x + y)(5)(1) 5+1 6 |
What can we count if all we have are functions?
Yes, you can define numbers (and indeed, arbitrary data types) inside the lambda calculus. Here's the idea. -adding numbers in LC
The simplest numbers to work with are the natural numbers: 0, 1, 2, 3, and so on.
Peano Axioms describes this as follows:
- 0 is a natural number
- if
n
a natural number, then Sn is a natural number.
S denotes the successor of n
or n+1
.
First few Peano natural numbers
0, S0, SS0, SSS0, and so on - it's a unary representation.
We can represent function applications in lamda calculus, hence, we can easily represent Sn, however the problem is that we don't know how to represent 0 and S themselves.
TLDR: We can count function applications (calls)!
Let's write x
for the 0
we're given, and f
for the S
we're given. Then we can represent the first few numbers as follows:
- zero
'λfx.x'
=>f => x => x
- one
'λfx.fx'
=>f => x => f(x)
- two
'λfx.f(fx)'
=>f => x => f(f(x))
Successor function : given a number,get the next number
var nextn = n => f => x => f(n(f)(x));
var four = nextn(three);
var five = nextn(nextn(three));
var six = nextn(nextn(nextn(three)));
var seven = nextn(nextn(nextn(nextn(three))));
How can we add two numbers n
and m
, when numbers are call-counters?
Call the function n
times, then call it m
more times!
var add = n => m => f => x => m(f)(n(f)(x));
What about multiplying n and m?
var mul = n => m => f => x => m(n(f))(x);
<boolean> ? <then do this> : <else do this>
var ifThenElse = bool => thn => els => bool(thn)(els);
var troo = thn => els => thn;
var falz = thn => els => els;
- not
bool => thn => els => bool(els)(thn)
- or
A => B => A(A)(B)
- and
A => B => A(B)(A)
- list
- pairs
- fibbo
- Data
- (natural) numbers
- booleans
- Arithmetic
- Logic & Control flow
Representing data this way is called...
<iframe height="400px" width="100%" src="https://repl.it/@aregee/lamdajs?lite=true" scrolling="no" frameborder="no" allowtransparency="true" allowfullscreen="true" sandbox="allow-forms allow-pointer-lock allow-popups allow-same-origin allow-scripts allow-modals"></iframe>
- Subtract, Divide
- Successor, Predecessor
- Predicates (e.g.
isZero
,isEven
, ...) - (In)equality
- Strings (as lists of characters represented by their char codes)
- Lists (as nested pairs) & list manipulations (e.g.
map
,reduce
,filter
) - ...y'know, all of computation
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