How to resolve the algorithm Church numerals step by step in the Python programming language

Published on 12 May 2024 09:40 PM

How to resolve the algorithm Church numerals step by step in the Python programming language

Table of Contents

Problem Statement

In the Church encoding of natural numbers, the number N is encoded by a function that applies its first argument N times to its second argument.

Arithmetic operations on natural numbers can be similarly represented as functions on Church numerals. In your language define:

You should:

Let's start with the solution:

Step by Step solution about How to resolve the algorithm Church numerals step by step in the Python programming language

Church numerals are a way of representing natural numbers using lambda functions.

In this code, the following Church numerals are defined:

  • churchZero: The identity function, which does not apply any function to its argument.
  • churchSucc: The successor of a given Church numeral, which applies the given function one additional time.
  • churchAdd: The arithmetic sum of two Church numerals.
  • churchMult: The arithmetic product of two Church numerals.
  • churchExp: Exponentiation of Church numerals.
  • churchFromInt: The Church numeral equivalent of a given integer.
  • intFromChurch: The integer equivalent of a given Church numeral.

The code also defines some generic functions, including:

  • compose: A left-to-right composition of two functions.
  • foldl: Left-to-right reduction of a list, using the binary operator f, and starting with an initial value a.
  • identity: The identity function.
  • replicate: A list of length n in which every element has the value x.
  • succ: The successor of a value.

The main function tests the Church numerals by creating Church numerals for the numbers 3 and 4, and then performing various operations on them.

Here is an example of how to use the Church numerals:

cThree = churchFromInt(3)
cFour = churchFromInt(4)
print(intFromChurch(churchAdd(cThree)(cFour)))  # prints 7

Source code in the python programming language

'''Church numerals'''

from itertools import repeat
from functools import reduce


# ----- CHURCH ENCODINGS OF NUMERALS AND OPERATIONS ------

def churchZero():
    '''The identity function.
       No applications of any supplied f
       to its argument.
    '''
    return lambda f: identity


def churchSucc(cn):
    '''The successor of a given
       Church numeral. One additional
       application of f. Equivalent to
       the arithmetic addition of one.
    '''
    return lambda f: compose(f)(cn(f))


def churchAdd(m):
    '''The arithmetic sum of two Church numerals.'''
    return lambda n: lambda f: compose(m(f))(n(f))


def churchMult(m):
    '''The arithmetic product of two Church numerals.'''
    return lambda n: compose(m)(n)


def churchExp(m):
    '''Exponentiation of Church numerals. m^n'''
    return lambda n: n(m)


def churchFromInt(n):
    '''The Church numeral equivalent of
       a given integer.
    '''
    return lambda f: (
        foldl
        (compose)
        (identity)
        (replicate(n)(f))
    )


# OR, alternatively:
def churchFromInt_(n):
    '''The Church numeral equivalent of a given
       integer, by explicit recursion.
    '''
    if 0 == n:
        return churchZero()
    else:
        return churchSucc(churchFromInt(n - 1))


def intFromChurch(cn):
    '''The integer equivalent of a
       given Church numeral.
    '''
    return cn(succ)(0)


# ------------------------- TEST -------------------------
# main :: IO ()
def main():
    'Tests'

    cThree = churchFromInt(3)
    cFour = churchFromInt(4)

    print(list(map(intFromChurch, [
        churchAdd(cThree)(cFour),
        churchMult(cThree)(cFour),
        churchExp(cFour)(cThree),
        churchExp(cThree)(cFour),
    ])))


# ------------------ GENERIC FUNCTIONS -------------------

# compose (flip (.)) :: (a -> b) -> (b -> c) -> a -> c
def compose(f):
    '''A left to right composition of two
       functions f and g'''
    return lambda g: lambda x: g(f(x))


# foldl :: (a -> b -> a) -> a -> [b] -> a
def foldl(f):
    '''Left to right reduction of a list,
       using the binary operator f, and
       starting with an initial value a.
    '''
    def go(acc, xs):
        return reduce(lambda a, x: f(a)(x), xs, acc)
    return lambda acc: lambda xs: go(acc, xs)


# identity :: a -> a
def identity(x):
    '''The identity function.'''
    return x


# replicate :: Int -> a -> [a]
def replicate(n):
    '''A list of length n in which every
       element has the value x.
    '''
    return lambda x: repeat(x, n)


# succ :: Enum a => a -> a
def succ(x):
    '''The successor of a value.
       For numeric types, (1 +).
    '''
    return 1 + x if isinstance(x, int) else (
        chr(1 + ord(x))
    )


if __name__ == '__main__':
    main()


  

You may also check:How to resolve the algorithm Loops/While step by step in the Simula programming language
You may also check:How to resolve the algorithm GUI enabling/disabling of controls step by step in the V (Vlang) programming language
You may also check:How to resolve the algorithm Zebra puzzle step by step in the Tcl programming language
You may also check:How to resolve the algorithm User input/Text step by step in the Retro programming language
You may also check:How to resolve the algorithm Bitmap/Write a PPM file step by step in the REXX programming language