<< problem 47 - Distinct primes factors | Prime permutations - problem 49 >> |
Problem 48: Self powers
(see projecteuler.net/problem=48)
The series, 1^1 + 2^2 + 3^3 + ... + 10^10 = 10405071317.
Find the last ten digits of the series, 1^1 + 2^2 + 3^3 + ... + 1000^1000.
My Algorithm
This problem is pretty easy for languages with support for BigIntegers (such as Java and Python).
I don't want to use external libraries and thus have to write some code in C++ ...
welcome to the world of modular arithmetic !
There are two functions:
mulmod
is the same as(a*b)%modulo
wherea*b
is allowed to exceed 64 bits (unsigned long long
).powmod
is the same as(base^exponent)%modulo
wherebase^exponent
is allowed to exceed 64 bits (unsigned long long
).
mulmod
has two paths:- if both factors are small (fit in 32 bits) then there will be no overflow and the original formula
(a * b) % modulo
is executed, which is pretty fast - else
a
andb
are multiplied bitwise (similar to written multiplication), which is much slower
powmod
employs the tricks of en.wikipedia.org/wiki/Exponentiation_by_squaring
Alternative Approaches
GCC supports __int128
which allows to use the fast path of mulmod
all the time.
See my toolbox for more alternatives.
Interactive test
You can submit your own input to my program and it will be instantly processed at my server:
This is equivalent toecho 10 | ./48
Output:
Note: the original problem's input 1000
cannot be entered
because just copying results is a soft skill reserved for idiots.
(this interactive test is still under development, computations will be aborted after one second)
My code
… was written in C++ and can be compiled with G++, Clang++, Visual C++. You can download it, too. Or just jump to my GitHub repository.
#include <iostream>
// return (a*b) % modulo
// note: NOT USED because mulmod() is faster (see below)
unsigned long long mulmodBitwise(unsigned long long a, unsigned long long b, unsigned long long modulo)
{
// (a * b) % modulo = (a % modulo) * (b % modulo) % modulo
a %= modulo;
b %= modulo;
// fast path
if (a <= 0xFFFFFFF && b <= 0xFFFFFFF)
return (a * b) % modulo;
// we might encounter overflows (slow path)
// the number of loops depends on b, therefore try to minimize b
if (b > a)
std::swap(a, b);
// bitwise multiplication
unsigned long long result = 0;
while (a > 0 && b > 0)
{
// b is odd ? a*b = a + a*(b-1)
if (b & 1)
{
result += a;
result %= modulo;
// skip b-- because the bit-shift at the end will remove the lowest bit anyway
}
// b is even ? a*b = (2*a)*(b/2)
a <<= 1;
a %= modulo;
// next bit
b >>= 1;
}
return result;
}
// return (a*b) % modulo
// very similar to mulmodBitWise, but multiple bits are processed at once (instead of just 1 bit per iteration)
unsigned long long mulmod(unsigned long long a, unsigned long long b, unsigned long long modulo)
{
// (a * b) % modulo = (a % modulo) * (b % modulo) % modulo
a %= modulo;
b %= modulo;
// fast path
if (a <= 0xFFFFFFF && b <= 0xFFFFFFF)
return (a * b) % modulo;
// count leading zero bits of modulo
unsigned int leadingZeroes = 0;
unsigned long long m = modulo;
while ((m & 0x8000000000000000ULL) == 0)
{
leadingZeroes++;
m <<= 1;
}
// cover all bits of modulo
unsigned long long mask = (1 << leadingZeroes) - 1;
// blockwise multiplication
unsigned long long result = 0;
while (a > 0 && b > 0)
{
result += (b & mask) * a;
result %= modulo;
// next bits
b >>= leadingZeroes;
a <<= leadingZeroes;
a %= modulo;
}
return result;
}
// return (base^exponent) % modulo
unsigned long long powmod(unsigned long long base, unsigned long long exponent, unsigned long long modulo)
{
unsigned long long result = 1;
while (exponent > 0)
{
// fast exponentation:
// odd exponent ? a^b = a*a^(b-1)
if (exponent & 1)
result = mulmod(result, base, modulo);
// even exponent ? a^b = (a*a)^(b/2)
base = mulmod(base, base, modulo);
exponent >>= 1;
}
return result;
}
int main()
{
// sum from 1^1 to x^x
unsigned int x;
std::cin >> x;
// keep the last 10 digits
const unsigned long long TenDigits = 10000000000ULL;
unsigned long long sum = 0;
// add all parts and don't forget the modulo ...
for (unsigned int i = 1; i <= x; i++)
sum += powmod(i, i, TenDigits);
std::cout << (sum % TenDigits) << std::endl;
return 0;
}
This solution contains 19 empty lines, 26 comments and 1 preprocessor command.
Benchmark
The correct solution to the original Project Euler problem was found in less than 0.01 seconds on an Intel® Core™ i7-2600K CPU @ 3.40GHz.
(compiled for x86_64 / Linux, GCC flags: -O3 -march=native -fno-exceptions -fno-rtti -std=gnu++11 -DORIGINAL
)
See here for a comparison of all solutions.
Note: interactive tests run on a weaker (=slower) computer. Some interactive tests are compiled without -DORIGINAL
.
Changelog
February 26, 2017 submitted solution
April 19, 2017 added comments
Hackerrank
see https://www.hackerrank.com/contests/projecteuler/challenges/euler048
My code solves 6 out of 6 test cases (score: 100%)
Difficulty
Project Euler ranks this problem at 5% (out of 100%).
Hackerrank describes this problem as easy.
Note:
Hackerrank has strict execution time limits (typically 2 seconds for C++ code) and often a much wider input range than the original problem.
In my opinion, Hackerrank's modified problems are usually a lot harder to solve. As a rule thumb: brute-force is rarely an option.
Links
projecteuler.net/thread=48 - the best forum on the subject (note: you have to submit the correct solution first)
Code in various languages:
C# www.mathblog.dk/project-euler-48-last-ten-digits/ (written by Kristian Edlund)
C github.com/eagletmt/project-euler-c/blob/master/40-49/problem48.c (written by eagletmt)
Java github.com/nayuki/Project-Euler-solutions/blob/master/java/p048.java (written by Nayuki)
Javascript github.com/dsernst/ProjectEuler/blob/master/48 Self powers.js (written by David Ernst)
Mathematica github.com/nayuki/Project-Euler-solutions/blob/master/mathematica/p048.mathematica (written by Nayuki)
Haskell github.com/nayuki/Project-Euler-solutions/blob/master/haskell/p048.hs (written by Nayuki)
Scala github.com/samskivert/euler-scala/blob/master/Euler048.scala (written by Michael Bayne)
Perl github.com/gustafe/projecteuler/blob/master/048-Self-powers.pl (written by Gustaf Erikson)
Those links are just an unordered selection of source code I found with a semi-automatic search script on Google/Bing/GitHub/whatever.
You will probably stumble upon better solutions when searching on your own.
Maybe not all linked resources produce the correct result and/or exceed time/memory limits.
Heatmap
Please click on a problem's number to open my solution to that problem:
green | solutions solve the original Project Euler problem and have a perfect score of 100% at Hackerrank, too | |
yellow | solutions score less than 100% at Hackerrank (but still solve the original problem easily) | |
gray | problems are already solved but I haven't published my solution yet | |
blue | solutions are relevant for Project Euler only: there wasn't a Hackerrank version of it (at the time I solved it) or it differed too much | |
orange | problems are solved but exceed the time limit of one minute or the memory limit of 256 MByte | |
red | problems are not solved yet but I wrote a simulation to approximate the result or verified at least the given example - usually I sketched a few ideas, too | |
black | problems are solved but access to the solution is blocked for a few days until the next problem is published | |
[new] | the flashing problem is the one I solved most recently |
I stopped working on Project Euler problems around the time they released 617.
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I scored 13526 points (out of 15700 possible points, top rank was 17 out of ≈60000 in August 2017) at Hackerrank's Project Euler+.
My username at Project Euler is stephanbrumme while it's stbrumme at Hackerrank.
Look at my progress and performance pages to get more details.
Copyright
I hope you enjoy my code and learn something - or give me feedback how I can improve my solutions.
All of my solutions can be used for any purpose and I am in no way liable for any damages caused.
You can even remove my name and claim it's yours. But then you shall burn in hell.
The problems and most of the problems' images were created by Project Euler.
Thanks for all their endless effort !!!
<< problem 47 - Distinct primes factors | Prime permutations - problem 49 >> |