887.Super Egg Drop

Description

You are given K eggs, and you have access to a building with N floors from 1 to N.

Each egg is identical in function, and if an egg breaks, you cannot drop it again.

You know that there exists a floor F with 0 <= F <= N such that any egg dropped at a floor higher than F will break, and any egg dropped at or below floor F will not break.

Each move, you may take an egg (if you have an unbroken one) and drop it from any floor X (with 1 <= X <= N).

Your goal is to know with certainty what the value of F is.

What is the minimum number of moves that you need to know with certainty what F is, regardless of the initial value of F?

题目链接:https://leetcode.com/problems/super-egg-drop/description/

Difficulty: hard

Example 1:

Input: K = 1, N = 2
Output: 2
Explanation: 
Drop the egg from floor 1.  If it breaks, we know with certainty that F = 0.
Otherwise, drop the egg from floor 2.  If it breaks, we know with certainty that F = 1.
If it didn't break, then we know with certainty F = 2.
Hence, we needed 2 moves in the worst case to know what F is with certainty.

Example 2:

Input: K = 2, N = 6
Output: 3

Example 3:

Input: K = 3, N = 14
Output: 4

Note:

  • 1 <= K <= 100
  • 1 <= N <= 10000

分析

  1. 定义dp[i][j]表示j个鸡蛋i个move对应的楼层,若当前鸡蛋没破,对应的前一步是dp[i-1][j],若破了,对应的是dp[i-1][j-1],故dp[i][j]=dp[i-1][j-1]+dp[i-1][j]+1;
  2. 初始化,dp[i][j]=0;
  3. 动态计算dp[i][j],直到dp[i][j]>=N,返回i。

参考代码

class Solution:
def superEggDrop(self, K, N):
    dp=[[0]*(K+1) for i in range(N+1)]
    dp[0][0]=0
    for i in range(1,N+1):
        dp[i][0]=0
        for j in range(1,K+1):
            dp[i][j] = dp[i-1][j]+dp[i-1][j-1]+1
            if(dp[i][j]>=N):
                return i
    return N
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