<< problem 436 - Unfair wager |
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Permutations of Project - problem 458 >> |
Problem 455: Powers With Trailing Digits
(see projecteuler.net/problem=455)
Let f(n) be the largest positive integer x less than 10^9 such that the last 9 digits of n^x form the number x
(including leading zeros), or zero if no such integer exists.
For example:
f(4) = 411728896 (4^411728896 = ...411728896)
f(10) = 0
f(157) = 743757 (157^743757 = ...000743757)
sum{f(n)}, 2 <= n <= 10^3 = 442530011399
Find sum{f(n)}, 2 <= n <= 10^6.
My Algorithm
The bruteForce()
algorithm is super-slow and actually longer than my final solution.
And I found my final solution by chance: I used the last iteration's result as exponent instead of my loop variable.
x_{i+1} = n^{x_i} mod 10^9
It turns out that there is "fix point" - if you repeat the procedure long enough then you will observe
x_{j+1} = x_j
The only exception are powers of 10 where x_j will become zero.
I was astonished to find that the initial value x_0 doesn't really matter.
The number of iterations varies a little bit and seems to be quite low when x_0 = n.
Interactive test
You can submit your own input to my program and it will be instantly processed at my server:
This is equivalent toecho 1000 | ./455
Output:
Note: the original problem's input 1000000
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++11 and can be compiled with G++, Clang++, Visual C++. You can download it, too. Or just jump to my GitHub repository.
#include <iostream>
#include <vector>
// ---------- 32 bit powmod from my toolbox ----------
// return (base^exponent) % modulo for 32-bit values, no need for mulmod
unsigned int powmod(unsigned int base, unsigned int exponent, unsigned int modulo)
{
unsigned int result = 1;
while (exponent > 0)
{
// fast exponentation:
// odd exponent ? a^b = a*a^(b-1)
if (exponent & 1)
result = (result * (unsigned long long)base) % modulo;
// even exponent ? a^b = (a*a)^(b/2)
base = (base * (unsigned long long)base) % modulo;
exponent >>= 1;
}
return result;
}
// ---------- problem specific code ----------
// try every possible exponent ... takes many minutes per number
unsigned int bruteForce(unsigned int n, unsigned int modulo)
{
unsigned int result = modulo;
while (result > 1)
{
result--;
if (powmod(n, result, modulo) == result)
break;
if (result % 1000000 == 0)
std::cout << n << " " << result << std::endl;
}
return result;
}
// find maximum exponent e such that n^e = e mod modulo
unsigned int search(unsigned int n, unsigned int modulo)
{
unsigned int exponent = n;
do
{
auto next = powmod(n, exponent, modulo);
// stuck in a loop => we're finished
if (next == 0 || next == exponent)
return next;
// keep going ...
exponent = next;
} while (true);
}
int main()
{
unsigned int limit = 1000000;
std::cin >> limit;
const unsigned int Modulo = 1000000000;
//std::cout << bruteForce(4, Modulo) << std::endl;
unsigned long long sum = 0;
for (unsigned int i = 2; i <= limit; i++)
sum += search(i, Modulo);
std::cout << sum << std::endl;
return 0;
}
This solution contains 12 empty lines, 11 comments and 2 preprocessor commands.
Benchmark
The correct solution to the original Project Euler problem was found in 1.1 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
October 1, 2017 submitted solution
October 1, 2017 added comments
Difficulty
Project Euler ranks this problem at 40% (out of 100%).
Links
projecteuler.net/thread=455 - the best forum on the subject (note: you have to submit the correct solution first)
Code in various languages:
Python github.com/Meng-Gen/ProjectEuler/blob/master/455.py (written by Meng-Gen Tsai)
C++ github.com/roosephu/project-euler/blob/master/455.cpp (written by Yuping Luo)
Perl github.com/shlomif/project-euler/blob/master/project-euler/455/euler-455-v2.pl (written by Shlomi Fish)
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 436 - Unfair wager |
![]() |
Permutations of Project - problem 458 >> |