Factoring Factorials

January 24, 2014

Today’s exercise sounds, from the title, like another exercise involving prime numbers and integer factorization, and it is, but it’s really a puzzle from the realm of recreational mathematics: Given a positive integer n, compute the prime factorization, including multiplicities, of n! = 1 · 2 · … · n. You should be able to handle very large n, which means that you should not compute the factorial before computing the factors, as the intermediate result will be extremely large.

Your task is to write the function described above. When you are finished, you are welcome to read or run a suggested solution, or to post your own solution or discuss the exercise in the comments below.

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8 Responses to “Factoring Factorials”

  1. #include
    #include

    // reducing numbers from biggest to 2
    // 16 -> 2*8 … 8 -> 2*4 … 4 -> 2*2 …

    void main(int argc, char **argv) {
    int n = atoi(argv[1]);
    int *p = (int *) malloc(sizeof(int) * (n + 1));
    int i, j, d;
    for(i = 0; i 1; i–)
    if(p[i]) {
    for(j = i + i, d = 2; j <= n; j += i, d++) {
    if(p[j]) {
    p[i] += p[j];
    p[d] += p[j];
    p[j] = 0;
    }
    }
    }
    printf("1");
    for(i = 2; i <= n; i++)
    if(p[i])
    printf(" * %i^%i", i, p[i]);
    printf("\n");
    }

  2. // (sorry...)
    #include <stdio.h>
    #include <stdlib.h>
    
    // reducing numbers from biggest to 2
    // 16 -> 2*8 ... 8 -> 2*4 ... 4 -> 2*2 ... 
    
    void main(int argc, char **argv) {
      int n = atoi(argv[1]);
      int *p = (int *) malloc(sizeof(int) * (n + 1));
      int i, j, d;
      for(i = 0; i <= n; i++)
        p[i] = 1;
      for(i = n; i > 1; i--)
        if(p[i]) {
          for(j = i + i, d = 2; j <= n; j += i, d++) {
            if(p[j]) {
              p[i] += p[j];
              p[d] += p[j];
              p[j] = 0;
            }
          }
        }
      printf("1");
      for(i = 2; i <= n; i++)
        if(p[i])
          printf(" * %i^%i", i, p[i]);
      printf("\n");
    }
    
  3. Recursivelly adding factorizations

    import Data.List
    import Data.Monoid
    import Data.Numbers.Primes
    
    facfac 1 = Factors [(1, 1)]
    facfac n = factorization n `mappend` facfac (n - 1)
    
    
    
    
    -- Factorizations Monoid
    
    data Factorization a = Factors [(a, a)] deriving Show
    
    factorization =  Factors . map (\ps -> (head ps, length ps)) . group . primeFactors
    
    instance Integral a => Monoid (Factorization a) where
      mempty = Factors []
      mappend (Factors []) fs = fs
      mappend fs (Factors []) = fs
      mappend xfs@(Factors (xf@(x, a):xs)) yfs@(Factors (yf@(y, b):ys)) =
        case x `compare` y of
          EQ -> Factors ((x, a + b):ms)
          LT -> Factors (xf:ns)
          GT -> Factors (yf:os)
        where Factors ms = mappend (Factors xs) (Factors ys)
              Factors ns = mappend (Factors xs) yfs
              Factors os = mappend xfs (Factors ys)
    
  4. (Excuse me, I can’t modify previous post)
    In C version, we can reduce main loop from “i = n” to “i = n >> 1”.
    That version has O(n log log n) and are not needed primes calculation nor mul nor div operations (space is O(n)).

  5. David said

    Did in Go using my Project Euler library. Since it’s designed to solve PE problems everything is done with type uint64.

    package main
    
    import (
        . "fmt"
        . "github.com/dgottner/euler"
        "os"
        "strconv"
    )
    
    func main() {
        var n, p uint64
    
        if len(os.Args) < 2 {
            Println("Usage: factfact n")
            return
        } else {
            val, err := strconv.ParseInt(os.Args[1], 10, 64)
            if err != nil {
                Println(err.Error())
                return
            }
            n = uint64(val)
        }
    
        Printf("%d! = 1", n)
        for p = 2; p <= n; p = NextPrime(p) {
            exp := n / p
            for fac := p * p; fac <= n; fac *= p {
                exp += n / fac
            }
    
            Printf(" * %d", p)
            if exp != 1 {
                Printf("^%d", exp)
            }
        }
    
        Println()
    }
    
  6. kernelbob said

    That’s a fun little problem. Here is my solution. It is quick and dirty, not efficient.

    from itertools import count, takewhile
    
    
    def primes():
        yield 2
        primes = [2]
        n = 3
        while True:
            if all(n % p for p in primes):
                yield n
                primes.append(n)
            n += 2
    
    
    def pff(n):
        """prime factorization of n!
           returns a list of pairs (prime, power).
        """
        
        up_to_n = lambda iter: takewhile(lambda p: p <= n, iter)
        return [(prime,
                 sum(n/w
                     for w in up_to_n(prime**power
                                      for power in count(1))))
                for prime in up_to_n(primes())]
                
    
    from math import factorial
    from operator import mul
    print factorial(100) == reduce(mul, (a**b for (a, b) in pff(100)))
    
  7. Will Ness said

    Assuming `primes` is already implemented, returning a stream of prime numbers in order, in Haskell,

    ff n = [(p, sum . takeWhile (> 0) . tail $ iterate (`div` p) n) | p <- takeWhile (<= n) primes]
    
    -- Prelude> ff 33
    -- [(2,31),(3,15),(5,7),(7,4),(11,3),(13,2),(17,1),(19,1),(23,1),(29,1),(31,1)]
    
  8. Paul said

    Another Python version. The optimization suggested by Will Ness did not work (in Python).

    def facfac(n):
        for p in primes(n):
            nfacs = 0
            f = n // p
            while f:
                nfacs += f
                f //= p
            yield p, nfacs
    

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