problem:
Given a sequence a[n] with no repeated elements, ask how many pairs (i, j) exist, satisfying 0<=i<j<n && a[i] > a[j]
Solution: merge sort
The reverse logarithm of the sequence = the reverse logarithm of the left half + the reverse logarithm of the right half + the number of elements of the right half placed in front of the elements of the left half during the merge process
T (n) = 2 T (n 2) + O (n) T (n) = 2T (\ frac {n} {2}) + O (n) T(n)=2 T (2n)+O ( n )
so the time complexity is O(nlogn)
//合并a[0, n1)与a[n1, n),返回合并中发现的逆序对数
int mergeArray(int a[], int n1, int n){
int ans=0, p=0, q=n1;
int *b = new int[n];
memcpy(b, a, n*sizeof(int));
for(int i=0; i<n; i++){
//fill in a[i]
if(q>=n || (p<n1 && b[p]<b[q])){
//取前一半的数填,此时后半边已经填入了q-n1个,都和此数构成逆序对
a[i] = b[p++];
ans += q - n1;
}
else a[i] = b[q++];
}
delete[] b;
return ans;
}
//返回a[0, n)中的逆序对数,同时把a归并排序
int mergeSort(int a[], int n){
if(n==1) return 0;
int mid = n/2;
return mergeSort(a, mid) + mergeSort(a+mid, n-mid) + mergeArray(a, mid, n);
}