[Leetcode]Jump Game II

本文探讨了如何在给定的非负整数数组中,从第一个元素出发,每个元素代表当前位置的最大跳跃长度,找到到达数组末尾所需的最少跳跃次数。通过两种算法实现:动态规划与贪心算法。

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Given an array of non-negative integers, you are initially positioned at the first index of the array.

Each element in the array represents your maximum jump length at that position.

Your goal is to reach the last index in the minimum number of jumps.

For example:
Given array A = [2,3,1,1,4]

The minimum number of jumps to reach the last index is 2. (Jump 1 step from index 0 to 1, then 3 steps to the last index.)

Note:
You can assume that you can always reach the last index.


class Solution {
public:
    /*algorithm  DP
        dp(i): minimum steps to end from ith position
        dp(n-1) = 0
        dp(i) = min{distance(i,j) + dp(j)} i+1<=j<n , distance(i,j) <= A[i]
        TME error
  */
    int jump(vector<int>& nums) {
        int n = nums.size();
        vector<int>dp(n,INT_MAX);
        dp[n-1]=0;
        for(int i = n-2;i>=0;i--){
            for(int j = 1;j < n-i;j++){
                if(nums[i] >= j){
                    dp[i] = min(dp[i],1+dp[i+j]);
                }
            }
        }
        return dp[0]==INT_MAX?-1:dp[0];
    }
};

class Solution {
public:
    /*algorithm : greedy
        prev: last max reachable position
        cur: current max reachable position
        cur: max(cur,i+nums[i)
        [3,1,1]
    */
    int jump(vector<int>& nums) {
        int n = nums.size();
        int prev = 0,cur = 0,jumps=0;
        for(int i = 0;i < n;i++){
            if(i > prev){
                if(cur==prev)return -1;
                prev = cur;
                jumps++;
            }
            cur = max(cur,i+nums[i]);
        }
        return jumps;
    }
};


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