<< problem 25 - 1000-digit Fibonacci number | Quadratic primes - problem 27 >> |
Problem 26: Reciprocal cycles
(see projecteuler.net/problem=26)
A unit fraction contains 1 in the numerator. The decimal representation of the unit fractions with denominators 2 to 10 are given:
frac{1}{2} = 0.5
frac{1}{3} = 0.overline{3}
frac{1}{4} = 0.25
frac{1}{5} = 0.2
frac{1}{6} = 0.1\overline{6}
frac{1}{7} = 0.overline{142857}
frac{1}{8} = 0.125
frac{1}{9} = 0.overline{1}
frac{1}{10} = 0.1
Where 0.1\overline{6} means 0.166666..., and has a 1-digit recurring cycle.
It can be seen that frac{1}{7} has a 6-digit recurring cycle.
Find the value of d < 1000 for which 1/d contains the longest recurring cycle in its decimal fraction part.
My Algorithm
I implemented the same basic division algorithm I learnt in school (3rd grade ?!)
but of course extended it to operate with fractionals instead of integers, e.g. 1/7 = 0.overline{142857}
Let's do it the good old-fashioned way:
1 / 7 = 0 (and 1 remains, multiply it by 10 and it becomes our next dividend)
1*10 / 7 = 1 (and 3 remains, multiply as above)
3*10 / 7 = 4 (and 2 remains, you know the game)
2*10 / 7 = 2 (and 6 remains)
6*10 / 7 = 8 (and 4 remains)
4*10 / 7 = 5 (and 5 remains)
5*10 / 7 = 7 (and 1 remains)
Now we have the same remainder 1 we had in the first step and the circle begins again.
Moreover, the digits after the equation sign produce the recurring cycle 142857.
Their length is 6 because it took six steps until we saw the same remainder again.
More or less the same algorithm can be found in the Wikipedia, too: en.wikipedia.org/wiki/Repeating_decimal
Similar to many problems before, the modified Hackerrank problem forced me to precompute the results
and then just look up those numbers for each test case.
Interactive test
You can submit your own input to my program and it will be instantly processed at my server:
This is equivalent toecho "1 3" | ./26
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++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>
// find length of the recurring cycle in the decimal fraction part of 1/x
unsigned int cycleLength(unsigned int x)
{
// catch invalid fractions
if (x == 0)
return 0;
// [remainder] => [pos]
const unsigned int NotSeenYet = 0;
std::vector<unsigned int> lastPos(x, NotSeenYet);
// start at first digit after the decimal dot
unsigned int position = 1;
// 1/x => initial dividend is 1
unsigned int dividend = 1;
// exit-conditions are inside the loop
while (true)
{
// find remainder
unsigned int remainder = dividend % x;
// if remainder becomes zero then stop immediately
// because the fraction doesn't have a recurring cycle
if (remainder == 0)
return 0;
// same remainder ? => abort
if (lastPos[remainder] != NotSeenYet)
// length of recurring cycle
return position - lastPos[remainder];
// remember position of current remainder
lastPos[remainder] = position;
// next step
position++;
dividend = remainder * 10;
}
}
int main()
{
// Hackerrank's upper limit
const unsigned int MaxDenominator = 10000;
// cache results to speed up running tons of test cases
std::vector<unsigned int> cache = { 0 }; // no cycles for 1/0
unsigned int longestDenominator = 0;
unsigned int longestCycle = 0;
for (unsigned int denominator = 1; denominator <= MaxDenominator; denominator++)
{
// found a longer circle ?
auto length = cycleLength(denominator);
if (longestCycle < length)
{
longestCycle = length;
longestDenominator = denominator;
}
// cache result
cache.push_back(longestDenominator);
}
// plain look up
unsigned int tests;
std::cin >> tests;
while (tests--)
{
unsigned int x;
std::cin >> x;
// find "best" denominator smaller (!) than the input value, therefore minus one
std::cout << cache[x - 1] << std::endl;
}
return 0;
}
This solution contains 13 empty lines, 19 comments and 2 preprocessor commands.
Benchmark
The correct solution to the original Project Euler problem was found in 0.10 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 24, 2017 submitted solution
April 4, 2017 added comments
Hackerrank
see https://www.hackerrank.com/contests/projecteuler/challenges/euler026
My code solves 4 out of 4 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=26 - 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-26-find-the-value-of-d-1000-for-which-1d-contains-the-longest-recurring-cycle/ (written by Kristian Edlund)
C github.com/eagletmt/project-euler-c/blob/master/20-29/problem26.c (written by eagletmt)
Java github.com/nayuki/Project-Euler-solutions/blob/master/java/p026.java (written by Nayuki)
Javascript github.com/dsernst/ProjectEuler/blob/master/26 Reciprocal cycles.js (written by David Ernst)
Go github.com/frrad/project-euler/blob/master/golang/Problem026.go (written by Frederick Robinson)
Mathematica github.com/nayuki/Project-Euler-solutions/blob/master/mathematica/p026.mathematica (written by Nayuki)
Haskell github.com/nayuki/Project-Euler-solutions/blob/master/haskell/p026.hs (written by Nayuki)
Scala github.com/samskivert/euler-scala/blob/master/Euler026.scala (written by Michael Bayne)
Perl github.com/gustafe/projecteuler/blob/master/026-Reciprocal-cycles.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 25 - 1000-digit Fibonacci number | Quadratic primes - problem 27 >> |