Is there a space efficient way to compute the gcd of high exponents? - biginteger

Question

Basically, I am writing a program that works with large integer values that overflow the cpp integer. I am trying to compute something like: gdc(pow(a, b), c) where a ^ b is the value overflowing the integer limit. Is there a way to do this where I don't have to rely on big integer libraries? If not, are there any recommended big integer libraries?

Answer 1

We can use a property of greatest common divisor that gcd(a, b) = gcd(a % b, b). Hence gcd(pow(a, b), c) = gcd(pow(a, b) % c, c) = gcd(powmod(a, b, c), c), where powmod() is modular exponentiation.
In my C++ code below PowMod() is implemented using exponentiation by squaring approach.
Try it online!
#include <cstdint>
#include <iostream>
using Word = uint32_t;
using DWord = uint64_t;
Word GCD(Word a, Word b) {
Word t = 0;
while (b != 0) {
t = b;
b = a % b;
a = t;
}
return a;
}
Word PowMod(Word a, Word b, Word c) {
Word r = 1;
while (b != 0) {
if (b & 1)
r = (DWord(r) * a) % c;
a = (DWord(a) * a) % c;
b >>= 1;
}
return r;
}
int main() {
Word const
a = 2645680092U, b = 3562429202U, c = 3045001828U,
powmod = PowMod(a, b, c), gcd = GCD(powmod, c);
std::cout << "a = " << a << ", b = " << b
<< ", c = " << c << std::endl;
std::cout << "PowMod(a, b, c) = "
<< powmod << std::endl; // 592284924
std::cout << "GCD(PowMod(a, b, c), c) = "
<< gcd << std::endl; // 1892
}
Output:
a = 2645680092, b = 3562429202, c = 3045001828
PowMod(a, b, c) = 592284924
GCD(PowMod(a, b, c), c) = 1892
which gives correct results, that can be verified through following simple Python program giving same result:
Try it online!
import random, math
random.seed(0)
bits = 32
while True:
c = random.randrange(1 << (bits - 1), 1 << bits)
a = random.randrange(1 << (bits - 1), 1 << bits) % c
b = random.randrange(1 << (bits - 1), 1 << bits)
pm = pow(a, b, c)
gcd = math.gcd(pm, c)
if gcd >= 1000:
print('a =', a, ', b =', b, ', c =', c,
', powmod =', pm, ', gcd =', gcd)
break
Output:
a = 2645680092 , b = 3562429202 , c = 3045001828 ,
powmod = 592284924 , gcd = 1892
If you have GCC/CLang compiler, you can make Word to be 64-bit and DWord to be 128-bit, by changing following lines of code:
using Word = uint64_t;
using DWord = unsigned __int128;
my code supports 32-bit inputs, but after this change you can have 64-bit inputs.
Part 2. Using large integer arithmetics library GMP.
If for some reason you have large input integers then you can use great library GMP for large arithmetics (it supports integer, rational, floating point numbers).
This library has all mathematical operations, including modular exponentiation (PowMod) and some number theoretical functions (including GCD). Also this library is very popular and highly optimized.
In following code I do same things like in me code above, but using only GMP's functions. As an example I use 512-bit integers to show that it can accept large inputs (it can accept even millions of digits):
Try it online!
#include <iostream>
#include <cstdlib>
#include <gmpxx.h>
int main() {
mpz_class const
a("1953143455988359840868749111326065201169739169335107410565117106311318704164104986194255770982854472823807334163384557922525376038346976291413843761504166", 10),
b("5126002245539530470958611905297854592859344951467500786493685495603638740444446597426402800257519403404965463713689509774040138494219032682986554069941558", 10),
c("4396071968291195248321035664209400217968667450140674696924686844534284953565382985421958604880273584922294910355449271193696338132720472184903935323837626", 10);
mpz_class powmod, gcd;
// PowMod
mpz_powm(powmod.get_mpz_t(), a.get_mpz_t(), b.get_mpz_t(), c.get_mpz_t()); // 1632164707041502536171492944083090257113212090861915134477312917063125646194834706890409016008321666479437224930114914370387958138698748075752168351835856
// GCD
mpz_gcd(gcd.get_mpz_t(), powmod.get_mpz_t(), c.get_mpz_t()); // 51842
// Output
std::cout << "PowMod = " << powmod.get_str() << std::endl
<< "GCD = " << gcd.get_str() << std::endl;
}
Output:
PowMod = 1632164707041502536171492944083090257113212090861915134477312917063125646194834706890409016008321666479437224930114914370387958138698748075752168351835856
GCD = 51842
To use GMP library under Linux just install sudo apt install libgmp-dev and compile clang++ -std=c++11 -O2 -lgmp -o main main.cpp.
Using GMP under Windows is a bit more tricky. One way is to build yourself MPIR library which is a Windows friendly clone of GMP. Another way is to install MSYS and use prebuilt GMP from there following these instructions that I wrote in my other answer.