I'm doing the AB problem on TopCoder and my code passes all the system test cases except for one. This is the problem statement:
You are given two ints:
N
andK
. Lun the dog is interested in strings that satisfy the following conditions:
- The string has exactly
N
characters, each of which is either 'A' or 'B'.- The string
s
has exactlyK
pairs(i, j)
(0 <= i < j <= N-1
) such thats[i] = 'A'
ands[j] = 'B'
.If there exists a string that satisfies the conditions, find and return any such string. Otherwise, return an empty string
My algorithm was to start with a string of length N
consisting of all A
s. Initially the number of pairs is 0. While traversing the string if the number of pairs is less than K
I replace the rightmost As with Bs starting from the end of the string. If the number of pairs become greater than K
then I replace the As at the beginning of the string with Bs. The number of pairs at any given time is countOfAs * countOfBs
.
string createString(int n, int k) {
string result(n, 'A'); // "AAAA....A"
int i = 0, j = n - 1; // indexes to modify the string
int numPairs = 0; // number of pairs
int countA = n; // count of As in the string
int countB = 0; // count of Bs in the string
do {
if (numPairs > k) {
result[i++] = 'B';
}
else if (numPairs < k) {
result[j--] = 'B';
countB++;
}
else {
return result;
}
countA--;
numPairs = countA * countB;
} while (numPairs != 0); // numPairs will eventually go to 0 as more Bs are added
return "";
}
The test case which fails for me is N=13, K=29
. K
being a prime number there is no countOfAs * countOfBs
that equals K
.
The sample answer gave "AAAABBBBBBABA"
as an answer (because you can make pairs from the first 4 As, the first 6 Bs, the second to last A, and the last B, i.e 4*6 + 4*1 + 1*1=29
)
Here's a recursive method which creates a solution with the least number of B's:
Start with a string of all A's, and find the rightmost position for which placing a B will create at most K pairs; e.g.:
N=13, K=29
0123456789ABC
aaaaaaaaaaaab <- position 12 creates 12 pairs
Then recurse with N = position, K = K - position + #B = 18 and #B = 1, where #B is the number of B's added so far. In the following steps, adding a B in position X will add X pairs, but also decrease the number of pairs created by the already added B's by #B; that's why we increase the required pairs K by #B at each step.
N=12, K=18, #B=1
0123456789AB
aaaaaaaaaaab <- position 11 adds 11 pairs
Then recurse with N = 11, K = K - 11 + #B = 9, #B = 2:
N=11, K=9, #B=2
0123456789A
aaaaaaaaaba <- position 9 creates 9 pairs
We've reached the exact number of required pairs, so we can stop the recursion, and the complete solution is:
aaaaaaaaababb
As you see there are only two cases at every recursion level: either K ≥ N and a B is added to the end before recursing, or K < N and a B is put at postion K and this completes the solution.
If you add N/2 B's and the value of K is still greater than zero, then there is no valid solution; but you can check this upfront by checking whether (N / 2)2 is less than K.
function ABstring(N, K, B) {
if (B == undefined) { // top-level recursion
if ((N / 2) * (N / 2) < K) return ""; // return if impossible
B = 0;
}
if (K >= N) return ABstring(N - 1, K - (N - 1) + B + 1, B + 1) + 'B';
var str = "";
for (var i = 0; i < N; i++) str += (K && i == K) ? 'B' : 'A';
return str;
}
document.write(ABstring(13, 29));
I initally described the solution created by this method as the lexicographically smallest, but that is not really correct. It creates a solution with the least number of B's, and places each one in its right-most position, but a solution like this:
aaaabaaaabbbb
can of course be made lexicographically smaller by moving the first B to the right and compensating by moving the second B to the left:
aaaabaaaabbbb
aaaaabaababbb
aaaaaabbaabbb
This transformation could of course be easily incorporated into the algorithm.
You can remark that it is possible to form a string for any value of K in [0, N-1]
by building the following string:
B B B ... A B ... B
^
index: N-1-K
You can extend this principle to the following values of K by using two A
:
A B B ... A B ... B
^
index: (N-1)-(K-(N-2)) = 2N-3-K
This scheme can produce all values of K in [N, 2N-4]
.
If you use p
As
you can produce all values of K
in [(p-1)*(N-p), p*(N-p)]
by having (p-1)
As
on the left and one A
moving from the right to the left.
For instance, if N=19
and K=23
, you can use the string:
A B B ... A B B B B B B
^
index: 2N-3-K = 38-3-23 = 12
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