If one is looking for a mathematical solution (vs. necessarily an algorithmic one) it's good to look at it in terms of the base cases and some formulas. They might turn out to be something you can do some kind of refactoring and get a tidy formula for. So just for the heck of it...here's a take on it that doesn't deal with the special treatment of zeros. Because that throws some wrenches in.
Let's look at a couple of base cases, and call our answer F(N,K) (not considering D, as it isn't relevant to account for; but taking it as a parameter anyway.):
when N = 0
You'll never find any length sequences of digits when there's no digit.
when N = 1
Fairly obvious. If you're looking for K sequential digits in a single digit, the options are limited. Looking for more than one? No dice.
F(1, K) = 0
for any K > 1
Looking for exactly one? Okay, there's one.
Sequences of zero sequential digits allowed? Then all ten digits are fine.
for N > 1
when K = 0
Basically, all N-digit numbers will qualify. So the number of possibilities meeting the bar is 10^N
. (e.g. when N is 3 then 000, 001, 002, ... 999 for any D)
F(N, 0) = 10^N
for any N > 1
when K = 1
Possibilities meeting the condition is any number with at least one D in it. How many N-digit numbers are there which contain at least one digit D? Well, it's going to be 10^N minus all the numbers that have no instances of the digit D. 10^N - 9^N
F(N, 1) = 10^N - 9^N
for any N > 1
when N < K
No way to get K sequential digits if N is less than K
when N = K
Only one possible way to get K sequential digits in N digits.
when N > K
Okay, we already know that N > 1 and K > 1. So this is going to be the workhorse where we hope to use subexpressions for things we've already solved.
Let's start by considering popping off the digit at the head, leaving N-1 digits on the tail. If that N-1 series could achieve a series of K digits all by itself, then adding another digit will not change anything about that. That gives us a term 10 * F(N-1, K)
But if our head digit is a D, that is special. Our cases will be:
It might be the missing key for a series that started with K-1 instances of D, creating a full range of K.
It might complete a range of K-1 instances of D, but on a case that already had a K series of adjacent D (that we thus accounted for in the above term)
It might not help at all.
So let's consider two separate categories of tail series: those that start with K-1 instances of D and those that do not. Let's say we have N=7 shown as D:DDDXYZ and with K=4. We subtract one from N and from K to get 6 and 3, and if we subtract them we get how many trailing any-digits (XYZ here) are allowed to vary. Our term for the union of (1) and (2) to add in is 10^((N-1)-(K-1))
.
Now it's time for some subtraction for our double-counts. We haven't double counted any cases that didn't start with K-1 instances of D, so we keep our attention on that (DDDXYZ). If the value in the X slot is a D then it was definitely double counted. We can subtract out the term for that as 10^(((N - 1) - 1) - (K - 1))
; in this case giving us all the pairings of YZ digits you can get with X as D. (100).
The last thing to get rid of are the cases where X is not a D, but in whatever that leftover after the X position there was still a K length series of D. Again we reuse our function, and subtract a term 9 * F(N - K, K, D)
.
Paste it all together and simplify a couple of terms you get:
F(N, K) = 10 * F(N-1,K,D) + 10^(N-K) - 10^(10,N-K-1) - 9 * F(N-K-1,K,D)
Now we have a nice functional definition suitable for Haskelling or whatever. But I'm still awkward with that, and it's easy enough to test in C++. So here it is (assuming availability of a long integer power
function):
long F(int N, int K, int D) {
if (N == 0) return 0;
if (K > N) return 0;
if (K == N) return 1;
if (N == 1) {
if (K == 0) return 10;
if (K == 1) return 1;
return 0;
}
if (K == 0)
return power(10, N);
if (K == 1)
return power(10, N) - power(9, N);
return (
10 * F(N - 1, K, D)
+ power(10, N - K)
- power(10, N - K - 1)
- 9 * F(N - K - 1, K, D)
);
}
To double-check this against an exhaustive generator, here's a little C++ test program that builds the list of vectors that it scans using std::search_n
. It checks the slow way against the fast way for N and K. I ran it from 0 to 9 for each:
#include <iostream>
#include <algorithm>
#include <vector>
using namespace std;
// http://stackoverflow.com/a/1505791/211160
long power(int x, int p) {
if (p == 0) return 1;
if (p == 1) return x;
long tmp = power(x, p/2);
if (p%2 == 0) return tmp * tmp;
else return x * tmp * tmp;
}
long F(int N, int K, int D) {
if (N == 0) return 0;
if (K > N) return 0;
if (K == N) return 1;
if (N == 1) {
if (K == 0) return 10;
if (K == 1) return 1;
return 0;
}
if (K == 0)
return power(10, N);
if (K == 1)
return power(10, N) - power(9, N);
return (
10 * F(N - 1, K, D)
+ power(10, N - K)
- power(10, N - K - 1)
- 9 * F(N - K - 1, K, D)
);
}
long FSlowCore(int N, int K, int D, vector<int> & digits) {
if (N == 0) {
if (search_n(digits.begin(), digits.end(), K, D) != end(digits)) {
return 1;
} else
return 0;
}
long total = 0;
digits.push_back(0);
for (int curDigit = 0; curDigit <= 9; curDigit++) {
total += FSlowCore(N - 1, K, D, digits);
digits.back()++;
}
digits.pop_back();
return total;
}
long FSlow(int N, int K, int D) {
vector<int> digits;
return FSlowCore(N, K, D, digits);
}
bool TestF(int N, int K, int D) {
long slow = FSlow(N, K, D);
long fast = F(N, K, D);
cout << "when N = " << N
<< " and K = " << K
<< " and D = " << D << ":\n";
cout << "Fast way gives " << fast << "\n";
cout << "Slow way gives " << slow << "\n";
cout << "\n";
return slow == fast;
}
int main() {
for (int N = 0; N < 10; N++) {
for (int K = 0; K < 10; K++) {
if (!TestF(N, K, 6)) {
exit(1);
}
}
}
}
Of course, since it counts leading zeros it will be different from the answers you got. See the test output here in this gist.
Modifying to account for the special-case zero handling is left as an exercise for the reader (as is modular arithmetic). Eliminating the zeros make it messier. Either way, this may be an avenue of attack for reducing the number of math operations even further with some transformations...perhaps.