<< problem 171 - Finding numbers for which the sum of the squares ... | Using up to one million tiles how many different ... - problem 173 >> |
Problem 172: Investigating numbers with few repeated digits
(see projecteuler.net/problem=172)
How many 18-digit numbers n (without leading zeros) are there such that no digit occurs more than three times in n?
My Algorithm
A straight-forward recursive solution:
- start with an "empty" number (no digits at all)
- append a digit (0 to 9) if that digit's limit isn't exceeded (
maxUse = 3
) - stop if enough digits where appended (
maxDigit = 18
)
to 12345 will produce the same number of combinations as appending to 54321.
Since many fingerprints will occur repeatedly (fingerprint of 12345 is the same as the fingerprint of 54321) they are stored in a
cache
.
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 2" | ./172
Output:
Note: the original problem's input 18 3
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>
// identify a combination of digits, order doesn't matter
union Fingerprint
{
struct
{
unsigned char zero : 2;
unsigned char one : 2;
unsigned char two : 2;
unsigned char three : 2;
unsigned char four : 2;
unsigned char five : 2;
unsigned char six : 2;
unsigned char seven : 2;
unsigned char eight : 2;
unsigned char nine : 2;
};
unsigned int id;
};
// 10 digits with 2 bits each => fingerprint's id is below 1 << 20
unsigned long long cache[1 << 20] = { 0 };
unsigned int maxDigits = 18; // a total of 18 digits
unsigned int maxUse = 3; // each digit at most 3 times
// compute number of possible numbers
unsigned long long search(Fingerprint current, unsigned int digits)
{
// done ?
if (digits == maxDigits)
return 1;
// use memoized results if possible
if (cache[current.id] > 0)
return cache[current.id];
// count combinations
unsigned long long result = 0;
// must not place a zero at the first position
if (digits > 0 && current.zero < maxUse)
{
auto next = current;
next.zero++;
result += search(next, digits + 1);
}
// the following if's are all the same, except that they increment next.one, next.two, next.three, ...
if (current.one < maxUse)
{
auto next = current;
next.one++;
result += search(next, digits + 1);
}
if (current.two < maxUse)
{
auto next = current;
next.two++;
result += search(next, digits + 1);
}
if (current.three < maxUse)
{
auto next = current;
next.three++;
result += search(next, digits + 1);
}
if (current.four < maxUse)
{
auto next = current;
next.four++;
result += search(next, digits + 1);
}
if (current.five < maxUse)
{
auto next = current;
next.five++;
result += search(next, digits + 1);
}
if (current.six < maxUse)
{
auto next = current;
next.six++;
result += search(next, digits + 1);
}
if (current.seven < maxUse)
{
auto next = current;
next.seven++;
result += search(next, digits + 1);
}
if (current.eight < maxUse)
{
auto next = current;
next.eight++;
result += search(next, digits + 1);
}
if (current.nine < maxUse)
{
auto next = current;
next.nine++;
result += search(next, digits + 1);
}
// add result to cache
cache[current.id] = result;
return result;
}
int main()
{
std::cin >> maxDigits >> maxUse;
// live test only: catch invalid input
if (maxDigits == 0 || maxDigits > 29 ||
maxUse == 0 || maxUse > 3)
return 1;
Fingerprint start;
start.id = 0;
std::cout << search(start, 0) << std::endl;
return 0;
}
This solution contains 10 empty lines, 10 comments and 1 preprocessor command.
Benchmark
The correct solution to the original Project Euler problem was found in 0.14 seconds on an Intel® Core™ i7-2600K CPU @ 3.40GHz.
Peak memory usage was about 10 MByte.
(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
June 15, 2017 submitted solution
June 15, 2017 added comments
Difficulty
Project Euler ranks this problem at 55% (out of 100%).
Links
projecteuler.net/thread=172 - the best forum on the subject (note: you have to submit the correct solution first)
Code in various languages:
Python github.com/hughdbrown/Project-Euler/blob/master/euler-172.py (written by Hugh Brown)
Python github.com/LaurentMazare/ProjectEuler/blob/master/e172.py (written by Laurent Mazare)
Python github.com/nayuki/Project-Euler-solutions/blob/master/python/p172.py (written by Nayuki)
Python github.com/smacke/project-euler/blob/master/python/172.py (written by Stephen Macke)
C++ github.com/Meng-Gen/ProjectEuler/blob/master/172.cc (written by Meng-Gen Tsai)
C++ github.com/roosephu/project-euler/blob/master/172.cpp (written by Yuping Luo)
Java github.com/HaochenLiu/My-Project-Euler/blob/master/172.java (written by Haochen Liu)
Java github.com/nayuki/Project-Euler-solutions/blob/master/java/p172.java (written by Nayuki)
Java github.com/thrap/project-euler/blob/master/src/Java/Problem172.java (written by Magnus Solheim Thrap)
Go github.com/frrad/project-euler/blob/master/golang/Problem172.go (written by Frederick Robinson)
Mathematica github.com/nayuki/Project-Euler-solutions/blob/master/mathematica/p172.mathematica (written by Nayuki)
Mathematica github.com/steve98654/ProjectEuler/blob/master/172.nb
Perl github.com/shlomif/project-euler/blob/master/project-euler/172/euler-172.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 171 - Finding numbers for which the sum of the squares ... | Using up to one million tiles how many different ... - problem 173 >> |