• 【动态规划】—— 线性DP



    例题:AcWing 898. 数字三角形



    AC代码 

    1. #include <iostream>
    2. #include <algorithm>
    3. using namespace std;
    4. const int N = 510, INF = 1e9;
    5. int n;
    6. int a[N][N];
    7. int f[N][N];
    8. int main()
    9. {
    10. cin >> n;
    11. for(int i = 1; i <= n; i ++ )
    12. for(int j = 1; j <= i; j ++ )
    13. scanf("%d", &a[i][j]);
    14. for(int i = 0; i <= n; i ++ )
    15. for(int j = 0; j <= n; j ++ )
    16. f[i][j] = -INF;
    17. f[1][1] = a[1][1];
    18. for(int i = 2; i <= n; i ++ )
    19. for(int j = 1; j <= i; j ++ )
    20. f[i][j] = max(f[i - 1][j], f[i - 1][j - 1]) + a[i][j];
    21. int res = -INF;
    22. for(int i = 1; i <= n; i ++ ) res = max(res, f[n][i]);
    23. cout << res << endl;
    24. return 0;
    25. }

    例题:AcWing 895. 最长上升子序列 (LIS)


    朴素做法的DP公式f[i]=max(f[j]+1),j=0,1,2\cdots i-1 

    1. #include <iostream>
    2. #include <algorithm>
    3. using namespace std;
    4. const int N = 1010;
    5. int n;
    6. int a[N], f[N];
    7. int main()
    8. {
    9. cin >> n;
    10. for(int i = 1; i <= n; i ++ ) scanf("%d", &a[i]);
    11. for(int i = 1; i <= n; i ++ )
    12. {
    13. f[i] = 1; // 只有a[i]一个数的情况
    14. for(int j = 1; j <= i - 1; j ++ )
    15. if(a[j] < a[i])
    16. f[i] = max(f[i], f[j] + 1);
    17. }
    18. int res = 0;
    19. for(int i = 1; i <= n; i ++ ) res = max(res, f[i]);
    20. cout << res << endl;
    21. return 0;
    22. }

    记录最长上升子序列 (逆序)

    1. #include <iostream>
    2. #include <algorithm>
    3. using namespace std;
    4. const int N = 1010;
    5. int n;
    6. int a[N], f[N];
    7. int g[N];
    8. int main()
    9. {
    10. cin >> n;
    11. for(int i = 1; i <= n; i ++ ) scanf("%d", &a[i]);
    12. for(int i = 1; i <= n; i ++ )
    13. {
    14. f[i] = 1; // 只有a[i]一个数的情况
    15. for(int j = 1; j <= i - 1; j ++ )
    16. if(a[j] < a[i])
    17. if(f[i] < f[j] + 1)
    18. {
    19. f[i] = f[j] + 1;
    20. g[i] = j;
    21. }
    22. }
    23. int k = 1;
    24. for(int i = 1; i <= n; i ++ )
    25. if(f[k] < f[i])
    26. k = i;
    27. for(int i = 0, len = f[k]; i < len; i ++ )
    28. {
    29. cout << a[k] << ' ';
    30. k = g[k];
    31. }
    32. return 0;
    33. }

     AcWing 897. 最长公共子序列


     


    1. #include <iostream>
    2. #include <algorithm>
    3. using namespace std;
    4. const int N = 1010;
    5. int n, m;
    6. char a[N], b[N];
    7. int f[N][N];
    8. int main()
    9. {
    10. cin >> n >> m;
    11. scanf("%s%s",a + 1, b + 1);
    12. for(int i = 1; i <= n; i ++ )
    13. for(int j = 1; j <= m; j ++ )
    14. {
    15. f[i][j] = max(f[i - 1][j], f[i][j - 1]);
    16. if(a[i] == b[j]) f[i][j] = max(f[i][j], f[i - 1][j - 1] + 1);
    17. }
    18. cout << f[n][m] << endl;
    19. return 0;
    20. }

     

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  • 原文地址:https://blog.csdn.net/forever_bryant/article/details/125483181