I was going through a question where it asks you to find the rank of the string amongst its permutations sorted lexicographically.
O(N^2) is pretty clear.
Some websites have O(n) solution also. The part that is optimized is basically pre-populating a count array
such that
count[i] contains count of characters which are present in str and are smaller than i.
I understand that this'd reduce the complexity but can't fit my head around how we are calculating this array. This is the function that does this (taken from the link):
// Construct a count array where value at every index
// contains count of smaller characters in whole string
void populateAndIncreaseCount (int* count, char* str)
{
int i;
for( i = 0; str[i]; ++i )
++count[ str[i] ];
for( i = 1; i < 256; ++i )
count[i] += count[i-1];
}
Can someone please provide an intuitive explanation of this function?
Understood after going through it again. Got confused due to wrong syntax in c++. It's actually doing a pretty simple thing (Here's the java version :
void populateAndIncreaseCount(int[] count, String str) {
// count is initialized to zero for all indices
for (int i = 0; i < str.length(); ++i) {
count[str.charAt(i)]++;
}
for (int i = 1; i < 256; ++i)
count[i] += count[i - 1];
}
After first step, indices whose character are present in string are non-zero. Then, for each index in count array, it'd be the sum of all the counts till index-1
since array represents lexicographically sorted characters. And, after each search, we udate the count array also:
// Removes a character ch from count[] array // constructed by populateAndIncreaseCount()
void updatecount (int* count, char ch)
{
int i;
for( i = ch; i < MAX_CHAR; ++i )
--count[i];
}