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11//每个物品的重量 vector<int> weight; //每个物品的价值 vector<int> value; //每个物品的数量 vector<int> nums; //背包的总重量 int all; //多少种物品 int n;
01背包
一般版本
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11vector<vector<int>> dp(n + 1, vector<int>(all + 1, 0)); for (int i = 1; i <= n; i++) { for (int j = 1; j <= all; j++) { if(weight[i] <= j) dp[i][j] = max(dp[i - 1][j], dp[i - 1][j - weight[i]] + value[i]); else dp[i][j] = dp[i - 1][j]; } }
优化版本
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15vector<int> dp(all + 1, 0); for (int i = 1; i <= n; i++) { //写法一 for (int j = all; j >= 1; j--) { if (weight[i] <= j) dp[j] = max(dp[j], dp[j - weight[i]] + value[i]); } //写法二 for (int j = all; j >= weight[i]; j--) { dp[j] = max(dp[j], dp[j - weight[i]] + value[i]); } }
例题:https://vjudge.net/problem/HDU-1114
答案:
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88#include <algorithm> #include <bitset> #include <cmath> #include <cstdio> #include <cstdlib> #include <cstring> #include <deque> #include <iostream> #include <list> #include <map> #include <queue> #include <set> #include <stack> #include <string> #include <vector> using namespace std; int main() { int cases; cin >> cases; while(cases--) { //骨头n种,背包体积allv int n, allv; int tmp; cin >> n >> allv; vector<int> value(n + 1, 0); vector<int> volume(n + 1, 0); for (int i = 1; i <= n; i++) { cin >> tmp; value[i] = tmp; } for (int i = 1; i <= n; i++) { cin >> tmp; volume[i] = tmp; } vector<vector<int>> dp(n + 1, vector<int>(allv + 1, 0)); for (int i = 1; i <= n; i++) { //注意从0开始 for (int j = 0; j <= allv; j++) { if (volume[i] <= j) dp[i][j] = max(dp[i - 1][j], dp[i - 1][j - volume[i]] + value[i]); else dp[i][j] = dp[i - 1][j]; } } cout << dp[n][allv] << endl; } return 0; } int main() { int cases; cin >> cases; while(cases--) { //骨头n种,背包体积allv int n, allv; int tmp; cin >> n >> allv; vector<int> value(n + 1, 0); vector<int> volume(n + 1, 0); for (int i = 1; i <= n; i++) { cin >> tmp; value[i] = tmp; } for (int i = 1; i <= n; i++) { cin >> tmp; volume[i] = tmp; } vector<int> dp(allv + 1, 0); for (int i = 1; i <= n; i++) { for (int j = allv; j >= volume[i]; j--) { dp[j] = max(dp[j], dp[j - volume[i]] + value[i]); } } cout << dp[allv] << endl; } return 0; }
完全背包
一般版本
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11vector<vector<int>> dp(n + 1, vector<int>(all + 1, 0)); for (int i = 1; i <= n; i++) { for (int j = 1; j <= all; j++) { for (int k = 0; k * weight[i] <= j; k++) { dp[i][j] = max(dp[i - 1][j], dp[i - 1][j - k * weight[i]] + k * value[i]); } } }
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15vector<int> dp(n + 1, 0); for (int i = 1; i <= n; i++) { //写法一 for (int j = 1; j <= all; j++) { if(weight[i] <= j) dp[j] = max(dp[j], dp[j - weight[i]] + value[i]); } //写法二 for (int j = weight[i]; j <= all; j++) { dp[j] = max(dp[j], dp[j - weight[i]] + value[i]); } }
例题:https://vjudge.net/problem/HDU-2602
答案:
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103#include <algorithm> #include <bitset> #include <cmath> #include <cstdio> #include <cstdlib> #include <cstring> #include <deque> #include <iostream> #include <list> #include <map> #include <queue> #include <set> #include <stack> #include <string> #include <vector> using namespace std; /*超时 int main() { int cases; cin >> cases; while(cases--) { int all1, all2, all; cin >> all1 >> all2; all = all2 - all1; int INF = all2 * 1000; int n; cin >> n; vector<int> value(n + 1, 0); vector<int> weight(n + 1, 0); for (int i = 1; i <= n; i++) { cin >> value[i] >> weight[i]; } vector<vector<int>> dp(n + 1, vector<int>(all + 1, INF)); for (int i = 0; i <= n; i++) { dp[i][0] = 0; } for (int i = 1; i <= n; i++) { for (int j = 1; j <= all; j++) { for (int k = 1; k * weight[i] <= j; k++) { dp[i][j] = min(dp[i - 1][j], dp[i - 1][j - k * weight[i]] + k * value[i]); } } } int MIN = INF; for (int i = 1; i <= n; i++) { MIN = min(dp[i][all], MIN); } if(MIN >= INF) cout << "This is impossible." << endl; else { cout << "The minimum amount of money in the piggy-bank is " << MIN << "." << endl; } } return 0; } */ int main() { int cases; cin >> cases; while (cases--) { int all1, all2, all; cin >> all1 >> all2; all = all2 - all1; int INF = all2 * 1000; int n; cin >> n; vector<int> value(n + 1, 0); vector<int> weight(n + 1, 0); for (int i = 1; i <= n; i++) { cin >> value[i] >> weight[i]; } vector<int> dp(all + 1, INF); dp[0] = 0; for (int i = 1; i <= n; i++) { for (int j = weight[i]; j <= all; j++) { dp[j] = min(dp[j], dp[j - weight[i]] + value[i]); } } int MIN = min(INF, dp[all]); if (MIN >= INF) cout << "This is impossible." << endl; else { cout << "The minimum amount of money in the piggy-bank is " << MIN << "." << endl; } } return 0; }
多重背包
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16for (int i = 1; i <= n; i++) { while(nums[i] != 1) { weight.push_back(weight[i]); nums[i]--; } } vector<int> dp(weight.size() + 1, 0); for (int i = 1; i < weight.size(); i++) { for (int j = all; j >= weight[i]; j--) { dp[j] = max(dp[j], dp[j - weight[i]] + value[i]); } }
最后
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