首页 > 代码库 > BackPack 2
BackPack 2
Given n items with size Ai and value Vi, and a backpack with size m. What‘s the maximum value can you put into the backpack? Notice You cannot divide item into small pieces and the total size of items you choose should smaller or equal to m. Have you met this question in a real interview? Yes Example Given 4 items with size [2, 3, 5, 7] and value [1, 5, 2, 4], and a backpack with size 10. The maximum value is 9. Challenge O(n x m) memory is acceptable, can you do it in O(m) memory?
状态和状态方程的思路和1 一样, 当前背包加用vs 不用, 找到与题意链接的一个状态, 再找他的对立面
int[][] f = new int[A.length + 1][m + 1]; f[0][0] = 0; //initialize for (int i = 0; i <= A.length; i++) { f[i][0] = 0; } for (int i = 1; i <= m; i++) { f[0][i] = 0; } //function for (int i = 1; i <= A.length; i++) { for (int j = 1; j <= m; j++) { f[i][j] = f[i - 1][j]; if (j >= A[i - 1]) { f[i][j] = Math.max(f[i - 1][j], f[i - 1][j - A[i - 1]] + V[i - 1]); } } } return f[A.length][m]; }
一维
public int backPackII(int m, int[] A, int V[]) { int[] dp = new int[m+1]; for (int i=0;i<A.length;i++) { for (int j=m;j>=A[i];j--) { dp[j] = Math.max(dp[j],dp[j-A[i]]+V[i]); } } return dp[m]; }
BackPack 2
声明:以上内容来自用户投稿及互联网公开渠道收集整理发布,本网站不拥有所有权,未作人工编辑处理,也不承担相关法律责任,若内容有误或涉及侵权可进行投诉: 投诉/举报 工作人员会在5个工作日内联系你,一经查实,本站将立刻删除涉嫌侵权内容。