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dynamic_pro.cpp
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75 lines (72 loc) · 2.2 KB
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#include <iostream>
using namespace std;
// weight 表示物品重量,n表示物品个数,w表示背包可承载的重量
int knapsack(int weight[],int n,int w){
bool states[n][w+1];
states[0][0] = true; // 第一行的数据要特殊处理
states[0][weight[0]] = true;
for(int i = 1;i<n;++i){ // 动态规划状态转移
for(int j = 0;j<=w;++j){ // 不把第i个物品放入背包
if(states[i-1][j] == true) states[i][j] = states[i-1][j];
}
for(int j = 0;j<=w - weight[i];++j){ // 把第i个物品放入背包
if(states[i-1][j] == true) states[i][j+weight[i]] = true;
}
}
for(int i = w;i>=0;--i){ // 输出结果 求的是背包能放的最大重量
if(states[n-1][i] == true) return i;
}
return 0;
}
// 申请一维空间来获取背包最大的重量
int kanpsack2(int weight[],int n,int w){
bool states[w+1];
states[0] = true;
states[weight[0]] = true;
for(int i = 1;i<n;++i){
for(int j = w-weight[i];j>=0;--j){
if(states[j] == true) states[j+weight[i]] = true;
}
}
for(int i = w;i>=0;--i){
if(states[i] == true) return i;
}
return 0;
}
// 总价值量最大
int kanpsack3(int weight[],int value[],int n,int w){
int states[n][w+1];
for(int i = 0;i < n; ++i) //初始化states
{
for(int j = 0; j< w+1;++j){
states[i][j] = -1;
}
}
states[0][0] = 0;
states[0][weight[0]] = value[0];
for(int i = 1;i<n;++i){
for(int j = 0;j<=w;++j){
if(states[i-1][j] >= 0) states[i][j] = states[i-1][j];
}
for(int j = 0;j<=w-weight[i];++j){
if(states[i-1][j]>=0){
int v = states[i-1][j]+value[i];
if(v>states[i][j+weight[i]]){ // 价值只要比之前的大就换
states[i][j+weight[i]] = v;
}
}
}
}
int maxvalue = -1;
for(int j = 0;j<=w;++j){
// 从最后找最大值
if(states[n-1][j] > maxvalue) maxvalue = states[n-1][j];
}
return maxvalue;
}
int main(){
int weight[] = {2,2,4,6,3};
int i = knapsack(weight,5,100);
cout << i << endl;
return 0;
}