Merge pull request #1772 from symdunstaz/master

更新 背包理论基础01背包-1.md 中 java版本
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程序员Carl
2022-12-16 10:13:50 +08:00
committed by GitHub

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@ -271,39 +271,64 @@ int main() {
### java ### java
```java ```java
public class BagProblem {
public static void main(String[] args) { public static void main(String[] args) {
int[] weight = {1, 3, 4}; int[] weight = {1,3,4};
int[] value = {15, 20, 30}; int[] value = {15,20,30};
int bagsize = 4; int bagSize = 4;
testweightbagproblem(weight, value, bagsize); testWeightBagProblem(weight,value,bagSize);
} }
public static void testweightbagproblem(int[] weight, int[] value, int bagsize){ /**
int wlen = weight.length, value0 = 0; * 动态规划获得结果
//定义dp数组dp[i][j]表示背包容量为j时前i个物品能获得的最大价值 * @param weight 物品的重量
int[][] dp = new int[wlen + 1][bagsize + 1]; * @param value 物品的价值
//初始化:背包容量为0时能获得的价值都为0 * @param bagSize 背包容量
for (int i = 0; i <= wlen; i++){ */
dp[i][0] = value0; public static void testWeightBagProblem(int[] weight, int[] value, int bagSize){
// 创建dp数组
int goods = weight.length; // 获取物品的数量
int[][] dp = new int[goods][bagSize + 1];
// 初始化dp数组
// 创建数组后其中默认的值就是0
for (int j = weight[0]; j <= bagSize; j++) {
dp[0][j] = value[0];
} }
//遍历顺序:先遍历物品,再遍历背包容量
for (int i = 1; i <= wlen; i++){ // 填充dp数组
for (int j = 1; j <= bagsize; j++){ for (int i = 1; i < weight.length; i++) {
if (j < weight[i - 1]){ for (int j = 1; j <= bagSize; j++) {
dp[i][j] = dp[i - 1][j]; if (j < weight[i]) {
}else{ /**
dp[i][j] = Math.max(dp[i - 1][j], dp[i - 1][j - weight[i - 1]] + value[i - 1]); * 当前背包的容量都没有当前物品i大的时候是不放物品i的
* 那么前i-1个物品能放下的最大价值就是当前情况的最大价值
*/
dp[i][j] = dp[i-1][j];
} else {
/**
* 当前背包的容量可以放下物品i
* 那么此时分两种情况:
* 1、不放物品i
* 2、放物品i
* 比较这两种情况下,哪种背包中物品的最大价值最大
*/
dp[i][j] = Math.max(dp[i-1][j] , dp[i-1][j-weight[i]] + value[i]);
} }
} }
} }
//打印dp数组
for (int i = 0; i <= wlen; i++){ // 打印dp数组
for (int j = 0; j <= bagsize; j++){ for (int i = 0; i < goods; i++) {
System.out.print(dp[i][j] + " "); for (int j = 0; j <= bagSize; j++) {
System.out.print(dp[i][j] + "\t");
} }
System.out.print("\n"); System.out.println("\n");
} }
} }
}
``` ```
### python ### python