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Coursera Algorithms: Design and Analysis, Part 1 (Stanford)
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/*** | |
Algorithms: Design and Analysis, Part 1 | |
Week 1 | |
Jan 2015 | |
***/ | |
#include <bits/stdc++.h> | |
using namespace std; | |
// [s,e) consider boundary!! make range uniform | |
long long countMergeInv(int A[], int s, int e){ | |
long long cnt = 0; //result: return value | |
int mid = ( e - s ) / 2 + s; | |
int size = ( e - s ) + 1; | |
vector<int> res(size,-1); | |
int i = s; | |
int j = mid; | |
for(int k = 0; k < size; k++){ | |
if ( i < mid && ( j >= e || A[i] < A[j] ) ){ | |
res[ k ] = A[i++]; | |
} | |
else{ | |
cnt += mid - i; | |
res[ k ] = A[j++]; | |
} | |
} | |
//copy to A[] | |
for(int k = 0; k < size; k++){ | |
A[ k + s ] = res[ k ]; | |
} | |
return cnt; | |
} | |
long long count(int A[], int s, int e){ | |
if ( e - s < 2 ){ | |
return 0; | |
} | |
else { | |
int mid = ( e - s ) / 2 + s; | |
long long x, y, z; | |
x = count(A, s, mid ); //split first part | |
y = count(A, mid , e); //split second part | |
z = countMergeInv(A, s, e); //Merge and count Inversion | |
return x + y + z; | |
} | |
} | |
int main(){ | |
int A[200000]; | |
int i = 0; | |
while ( scanf("%d", &A[i]) != EOF ) { | |
i++; | |
} | |
int cnt = i; | |
long long res; | |
res = count(A, 0, cnt); | |
printf("%lld\n", res); | |
int test1[] = {1,3,5,2,4,6}; //test #1: 3 | |
int test2[] = {8,7,6,5,4,3,2,1}; //test #2: 28 | |
return 0; | |
} |
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/*** | |
Algorithms: Design and Analysis, Part 1 | |
Week 2 | |
Feb 2015 | |
***/ | |
#include <bits/stdc++.h> | |
using namespace std; | |
void Swap(int i, int j, int A[]){ | |
int t; | |
t = A[i]; | |
A[i] = A[j]; | |
A[j] = t; | |
} | |
int quickSortFirst(int s, int e, int A[]){ | |
if ( s >= e ){ | |
return 0; | |
} else { | |
int p = A[s]; | |
int size = ( e - s ) + 1; | |
int storeIndex = s + 1; | |
for (int k = s + 1; k <= e ; k++){ | |
if ( A[k] < p ) { | |
Swap(storeIndex, k, A); | |
storeIndex++; | |
} | |
} | |
storeIndex--; | |
Swap(s, storeIndex, A); | |
return size - 1 | |
+ quickSortFirst(s, storeIndex - 1, A) | |
+ quickSortFirst(storeIndex + 1, e, A); | |
} | |
} | |
int quickSortLast(int s, int e, int A[]){ | |
if ( s >= e ){ | |
return 0; | |
} else { | |
int p = A[e]; | |
Swap(s, e, A); | |
int size = ( e - s ) + 1; | |
int storeIndex = s + 1; | |
for (int k = s + 1; k <= e ; k++){ | |
if ( A[k] < p ) { | |
Swap(storeIndex, k, A); | |
storeIndex++; | |
} | |
} | |
storeIndex--; | |
Swap(s, storeIndex, A); | |
return size - 1 | |
+ quickSortLast(s, storeIndex - 1, A) | |
+ quickSortLast(storeIndex + 1, e, A); | |
} | |
} | |
bool isMedian(int A[], int i, int j, int k){ | |
return (A[i] < A[j] && A[i] > A[k]) || | |
(A[i] > A[j] && A[i] < A[k]); | |
} | |
int quickSortMedian(int s, int e, int A[]){ | |
if ( s >= e ){ | |
return 0; | |
} else { | |
int m = ( e - s ) / 2 + s; | |
//wrong | |
//int m = (e - s) >> 1 + s; '+' is higher than '>>' | |
//should be (( e - s) >> 1 ) + s; | |
int p; | |
if (isMedian(A, s, m, e) ){ | |
p = A[s]; | |
} else { | |
if (isMedian(A, m, s, e)){ | |
p = A[m]; | |
Swap(s, m, A); | |
} else { | |
p = A[e]; | |
Swap(s, e, A); | |
} | |
} | |
int size = ( e - s ) + 1; | |
int storeIndex = s + 1; | |
for (int k = s + 1; k <= e ; k++){ | |
if ( A[k] < p ) { | |
Swap(storeIndex, k, A); | |
storeIndex++; | |
} | |
} | |
storeIndex--; | |
Swap(s, storeIndex, A); | |
return size - 1 | |
+ quickSortMedian(s, storeIndex - 1, A) | |
+ quickSortMedian(storeIndex + 1, e, A); | |
} | |
} | |
int main(){ | |
int A[200000]; | |
int B[200000]; | |
int C[200000]; | |
int i = 0; | |
while( scanf("%d", &A[i]) != EOF ){ | |
B[i] = A[i]; | |
C[i] = A[i]; | |
i++; | |
} | |
printf("%d\n", quickSortFirst(0, i-1, A)); | |
printf("%d\n", quickSortLast(0, i-1, B)); | |
printf("%d\n", quickSortMedian(0, i-1, C)); | |
// int test1[] = {10,9,1,3,5,2,4,6,8,7}; //cnt = 30 | |
// printf("\ncnt: %d\n", quick1(0,9,test1)); | |
// for(int i = 0; i < 10; i++){ | |
// printf("%d ", test1[i]); | |
// } | |
// int test2[] = {1,3,5,2,4,6,7,8}; //cnt = 21 | |
// printf("\ncnt: %d\n", quick1(0,7,test2)); | |
// for(int i = 0; i < 8; i++){ | |
// printf("%d ", test2[i]); | |
// } | |
return 0; | |
} |
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