I want to find out Least Common Multiple(LCM) of more than two numbers. I know the formula of lcm(a,b) = (a * b) / gcd(a,b). Let's say, I have an array of numbers: [2, 6, 8, 13] and the the lcm should be modulo M = 1000000007.
I have seen below code to calculate the LCM of multiple numbers but I am not understanding how the calculation is going on with both the loops.
int arr[] = {2, 6, 8, 13}, n = 4
long long int ans=1;
long long int M=1000000007;
for(int i=0;i<n;i++) // Calculating LCM
{
for(int j=i+1;j<n;j++)
{
arr[j]=arr[j]/__gcd(arr[i],arr[j]);
}
ans=((ans%M)*(arr[i]%M))%M;
}
return (ans)%M;
Can anyone please help me to understand the LCM calculation in the above code?
gcd(a, b)
represents the product of all the prime factors shared by a
and b
, what is the significance of a / gcd(a,b)
?a / gcd(a, b)
is equal to the prime factors of a
that are not in b
.
Therefore, when you multiple that quantity by b
, you get a product of all the prime factors of b
and all the prime factors of a
that are not in b
. This is precisely lcm(a, b)
.
The lcm(a, b)
is a
times all the prime factors of b
not in a
or:
a * (b / gcd(a, b)) = (a * b) / gcd(a, b)
Easy enough, you knew that already.
But if we have a third number, lcm(a, b, c)
is a
times all the prime factors of b
not in a
times all the prime factors of c
in neither a
nor b
. Well, the first part is straight forward, it's the same as above:
lcm(a, b, c) = lcm(a, b) * (all the prime factors of c in neither a nor b)
How to calculate all the prime factors of c in neither a nor b
might not be obvious at first, but it's not overly complicated:
all the prime factors of c in neither a nor b = c / (gcd(a, c) * gcd(b, c))
Which means that
lcm(a, b, c) = lcm(a, b) * c / (gcd(a, c) * gcd(b, c))
lcm(a, b, c) = (a * b * c) / (gcd(a, b) * gcd(a, c) * gcd(b, c))
And now, you can generalize easily:
lcm(a[0], ..., a[N]) = prod(a[0], ..., a[N]) / pairwise_gcd(a[0], ..., a[N])
But a more relevant formulation is the recursive version:
lcm(a[0], ..., a[N]) = lcm(a[0], ..., a[N-1]) * a[N] / (gcd(a[0], a[N]) * ... * gcd(a[N-1], a[N]))
Or:
lcm(a[0], ..., a[N]) = a[0] * lcm(a[1] / gcd(a[0], a[1]), ..., a[N] / gcd(a[0], a[N]))
Compare this to the last definition of lcm
on an array, I tried to make them appear similar.
given int array = arrayOfNums
int product := 1
for number in arrayOfNums
remove all prime factors of number from all subsequent array elements
product = product * number
product is now the lcm of arrayOfNums
Hopefully, that wasn't too confusing; I admit it may not be much of an explanation, but it is a starting point. Please let me know if anything is still unclear.