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📜  爆破气球以最大化硬币

📅  最后修改于: 2021-09-17 06:54:17             🧑  作者: Mango

我们得到了 N 个气球,每个气球都有一些与之相关的硬币。在爆破气球 i 时,获得的硬币数量等于 A[i-1]*A[i]*A[i+1]。此外,气球 i-1 和 i+1 现在变得相邻。找出爆破所有气球后获得的最大可能利润。假设每个边界有一个额外的 1。
例子:

Input : 5, 10
Output : 60
Explanation - First Burst 5, Coins = 1*5*10
              Then burst 10, Coins+= 1*10*1
              Total = 60

Input : 1, 2, 3, 4, 5
Output : 110

这里讨论了递归解决方案。我们可以使用动态规划来解决这个问题。
首先,考虑从左到右(包括)索引的子数组。
如果我们假设索引 Last 处的气球是这个子数组中最后一个爆破的气球,我们会说创造的收益是-A[left-1]*A[last]*A[right+1]。
此外,获得的总硬币将是这个值,加上 dp[left][last – 1] + dp[last + 1][right],其中 dp[i][j] 表示为具有索引的子数组获得的最大硬币我,j。
因此,对于 Left 和 Right 的每个值,我们需要找到并选择获得最大硬币的 Last 值,并更新 dp 数组。
我们的答案是 dp[1][N] 处的值。

C++
// C++ program burst balloon problem
#include 
#include 
using namespace std;
 
int getMax(int A[], int N)
{
    // Add Bordering Balloons
    int B[N + 2];
 
    B[0] = 1;
    B[N + 1] = 1;
 
    for (int i = 1; i <= N; i++)
        B[i] = A[i - 1];
 
    // Declare DP Array
    int dp[N + 2][N + 2];
    memset(dp, 0, sizeof(dp));
 
    for (int length = 1; length < N + 1; length++)
    {
        for (int left = 1; left < N - length + 2; left++)
        {
            int right = left + length - 1;
            // For a sub-array from indices left, right
            // This innermost loop finds the last balloon burst
            for (int last = left; last < right + 1; last++)
            {
                dp[left][right] = max(dp[left][right],
                                      dp[left][last - 1] +
                                      B[left - 1] * B[last] * B[right + 1] +
                                      dp[last + 1][right]);
            }
        }
    }
    return dp[1][N];
}
 
 
// Driver code
int main()
{
    int A[] = { 1, 2, 3, 4, 5 };
     
    // Size of the array
    int N = sizeof(A) / sizeof(A[0]);
 
    // Calling function
    cout << getMax(A, N) << endl;
}
 
// This code is contributed by ashutosh450


Java
// Java program to illustrate
// Burst balloon problem
import java.util.Arrays;
 
class GFG{
 
public static int getMax(int[] A, int N)
{
     
    // Add Bordering Balloons
    int[] B = new int[N + 2];
    B[0] = B[N + 1] = 1;
         
    for(int i = 1; i <= N; i++)
        B[i] = A[i - 1];
     
    // Declaring DP array
    int[][] dp = new int[N + 2][N + 2];
     
    for(int length = 1;
            length < N + 1; length++)
    {
        for(int left = 1;
                left < N - length + 2; left++)
        {
            int right = left + length -1;
             
            // For a sub-array from indices
            // left, right. This innermost
            // loop finds the last balloon burst
            for(int last = left;
                    last < right + 1; last++)
            {
                dp[left][right] = Math.max(
                                  dp[left][right],
                                  dp[left][last - 1] +
                                   B[left - 1] * B[last] *
                                   B[right + 1] +
                                  dp[last + 1][right]);
            }
        }
    }
    return dp[1][N];
}
 
// Driver code
public static void main(String args[])
{
    int[] A = { 1, 2, 3, 4, 5 };
     
    // Size of the array
    int N = A.length;
     
    // Calling function
    System.out.println(getMax(A, N));
}
}
 
// This code is contributed by dadi madhav


Python3
# Python3 program burst balloon problem.
 
def getMax(A):
    N = len(A)
    A = [1] + A + [1]# Add Bordering Balloons
    dp = [[0 for x in range(N + 2)] for y in range(N + 2)]# Declare DP Array
     
    for length in range(1, N + 1):
        for left in range(1, N-length + 2):
            right = left + length -1
 
            # For a sub-array from indices left, right
            # This innermost loop finds the last balloon burst
            for last in range(left, right + 1):
                dp[left][right] = max(dp[left][right], \
                                      dp[left][last-1] + \
                                      A[left-1]*A[last]*A[right + 1] + \
                                      dp[last + 1][right])
    return(dp[1][N])
 
# Driver code
A = [1, 2, 3, 4, 5]
print(getMax(A))


C#
// C# program to illustrate
// Burst balloon problem
using System;
 
class GFG{
 
public static int getMax(int[] A, int N)
{
     
    // Add Bordering Balloons
    int[] B = new int[N + 2];
    B[0] = B[N + 1] = 1;
         
    for(int i = 1; i <= N; i++)
        B[i] = A[i - 1];
     
    // Declaring DP array
    int[,] dp = new int[(N + 2), (N + 2)];
     
    for(int length = 1;
            length < N + 1; length++)
    {
        for(int left = 1;
                left < N - length + 2; left++)
        {
            int right = left + length -1;
             
            // For a sub-array from indices
            // left, right. This innermost
            // loop finds the last balloon burst
            for(int last = left;
                    last < right + 1; last++)
            {
                dp[left, right] = Math.Max(
                                  dp[left, right],
                                  dp[left, last - 1] +
                                   B[left - 1] * B[last] *
                                   B[right + 1] +
                                  dp[last + 1, right]);
            }
        }
    }
    return dp[1, N];
}
 
// Driver code
public static void Main()
{
    int[] A = new int[] { 1, 2, 3, 4, 5 };
     
    // Size of the array
    int N = A.Length;
     
    // Calling function
    Console.WriteLine(getMax(A, N));
}
}
 
// This code is contributed by sanjoy_62


Javascript


输出:
110