Unique Binary Search Trees(dp)

Given n, how many structurally unique BST‘s (binary search trees) that store values 1...n?

For example,
Given n = 3, there are a total of 5 unique BST‘s.

   1         3     3      2      1
    \       /     /      / \           3     2     1      1   3      2
    /     /       \                    2     1         2                 3
BST树的定义:根节点左边所有节点的值小于根节点值,右边所有节点的值大于根节点的值,然后其左右子树又是BST

思路:例如序列:1,2,3,4,5

第一个数字的左边有0个数字,右边4个数字  dp[0]*dp[4]

第二个数字的左边有1个数字,右边3个数字  dp[1]*dp[3]

第三个数字的左边有2个数字,右边2个数字  dp[2]*dp[2]

第四个数字的左边有3个数字,右边1个数字  dp[3]*dp[1]

第五个数字的左边有4个数字,右边0个数字  dp[4]*dp[0]

所以我们要求的dp[5]就等于上面加起来的和,这里我们得假设dp[0]=1;

其实就是每个数字来当根节点,具体如下图所示


代码:
class Solution{
public:
    int numTrees(int n) {
        if(n<=1) return n;
        vector<int> dp(n+1,0);

        dp[0]=1;
        for(int i=1;i<=n;++i){
            int temp=0;
            for (int j=1;j<=i;++j)
            {
                temp+=dp[j-1]*dp[i-j];
            }
            dp[i]=temp;
        }
        return dp[n];
    }
};
时间: 2024-08-09 02:20:56

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