【题目描述】
在给定的一个nums数组中,nums[i]表示从当前i位置最多可以向后跳跃nums[i]个位置。问跳跃到最后 数组最后一个元素的最少跳跃次数???
【贪心】
首先,需要注意的是,题目的意思是最远跳跃nums[i]个位置,而不是必须跳跃mun[i]个位置。以一个例子来看:nums=[2,3,1,1,4,2,6,7,1]。nums[0]=2,所以可以从0位置最多向后跳跃2个位置,所以最远可以跳跃到1,也可以选择跳跃到3。
nums=[2,3,1,1,4,2,6,7,1]。还是以这个数组为例。
第一次的起跳位置是数组下标为0的位置。经过一次跳跃之后,可以到达3或者1,此时的位置是第二次起跳位置,也就是说第二次起跳的位置是3或者1。同理,假设3为第二次起跳的位置 ,那么可以到达【1,1,4】,假设1为第二次起跳的位置,可以到达【1】。两者取并集,可以得到从第二次起跳位置起跳,可以跳跃到的区间。后面也是同理,配图:
从上图我们可以发现二次起跳的位置【3,1】和三次起跳的位置【1,1,4】这两个区间存在交集。而题目中求的是最少跳跃次数,所以可以通过二次跳跃可以到达的位置,不会选择跳跃三次。
那么如何判断跳跃到数组的最后一个元素了?对于每一个跳跃区间,我们可以使用两个变量来维护这两个区间的开始位置和结束位置【left,right】,比如 对于二次起跳的位置(上图中蓝色部分的线),对应的区间就是【1,2】。当right超出数组的长度,就表示可以跳跃到数组的结尾位置了。注意:这个【left,right】区间存储的是下标,不是元素。
维护【left,right】区间,从上图可以发现,第三次起跳的【left,right】,其中left可以通过上一次起跳的【left,right】的right+1得来。而right就需要遍历第二次起跳的【left,right】找出最远的距离。
【代码】
只需遍历数组一遍,时间复杂度为O(N)
代码语言:javascript
AI代码解释
class Solution { public: int jump(vector<int>& nums) { int n=nums.size(); int maxpos=0;//存储下一次起跳的最远位置,也就是下一个right int ret=0;//记录最终结果 int left=0,right=0; while(left<=right) { if(maxpos>=n-1)//已经可以跳跃到数组结尾 { return ret; } //遍历当前[left,right],更新下一次的[left,right] for(int i=left;i<=right;i++) { maxpos=max(maxpos,nums[i]+i); } left=right+1; right=maxpos; ret++;//跳跃次数++ } return ret; } };2,跳跃游戏I
题目连接:55. 跳跃游戏 - 力扣(LeetCode)
本题与上体思路一模一样,只是返回值修改以下即可。
代码语言:javascript
AI代码解释
class Solution { public: bool canJump(vector<int>& nums) { //贪心 int n=nums.size(); int left=0,right=0,ret=0; int maxPos=0;//记录下一个最远跳到的位置 while(left<=right) { if(maxPos>=n-1) return true; //跟新maxPos for(int i=left;i<=right;i++) maxPos=max(maxPos,nums[i]+i); //更新区间 left=right+1; right=maxPos; ret++; } return false; } };3,加油站
题目连接:134. 加油站 - 力扣(LeetCode)
【题目描述】
题目简单的理解,n个加油站,每个加油站有gas[i]升汽油。刚开始汽车的油箱为空。从第i个加油站行驶到第i+1个加油站,需要消耗cost[i]升汽油。问,是否存在一个加油站,是该汽车可以环绕n个加油占一周,回到起始加油站,返回该加油站的下标。
【暴力枚举算法】
我们可以枚举每个加油站位置,看看是否可以环绕一周,回到起始位置。
从第i个加油站到达第i+1个加油站,需要消耗cost[i]升汽油,而第i个加油站可以获得gas[i]升汽油,所以汽车要想从第i个加油站行驶到第i+1个加油站,必须保证gas[i]>=cos[i]。
我们可以将gas[i]-cos[i]的值保存于一个diff数组中(这个数组不需要定义出来,只是为了好理解),如果从第i个加油站开始走,那么mixup满足gas[i]>=cos[i],也就是diff[i]>=0。
以题目中给的示例为例:
当我们选中一个位置作为起点,从当前位置,再次枚举步数(0~n-),以为可能下标会越界,所以需要在对数组长度取模。
【暴力代码】(会超时)
时间复杂度O(N^2)
代码语言:javascript
AI代码解释
class Solution { public: int canCompleteCircuit(vector<int>& gas, vector<int>& cost) { int n = gas.size(); //枚举起点 for(int i=0;i<n;i++) { int rest=0;//剩余汽油 for(int step=0;step<n;step++)//枚举步数 { int index=(step+i)%n;//求出走step后的下标 rest+=gas[index]-cost[index]; if(rest<0) break; } if(rest>=0) return i; } return -1; } };【贪心优化】
代码语言:javascript
AI代码解释
class Solution { public: int canCompleteCircuit(vector<int>& gas, vector<int>& cost) { int n = gas.size(); //枚举起点 for(int i=0;i<n;i++) { int rest=0;//剩余汽油 int step=0; for(;step<n;step++)//枚举步数 { int index=(step+i)%n;//求出走step后的下标 rest+=gas[index]-cost[index]; if(rest<0) break; } if(rest>=0) return i; i+=step;//循环会完成+1工作 } return -1; } };www.dongchedi.com/article/7593861948883010110
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