题目
Note: This is an extension of House Robber.
After robbing those houses on that street, the thief has found himself a new place for his thievery so that he will not get too much attention. This time, all houses at this place are arranged in a circle. That means the first house is the neighbor of the last one. Meanwhile, the security system for these houses remain the same as for those in the previous street.
Given a list of non-negative integers representing the amount of money of each house, determine the maximum amount of money you can rob tonight without alerting the police.
题目来源:https://leetcode.com/problems/house-robber-ii/
分析
上一个题house robber的解析见:http://blog.youkuaiyun.com/u010902721/article/details/46583815
这个题在上一道题的基础上加了一个限制条件,也就是首和尾也是相邻的。那就拆开做,分别去掉第一个元素和最后一个元素后再用第一道题的方案去求解。最大值就是本题的答案。
代码
class Solution {
public:
int rob1(vector<int>& nums, int begin, int end) {
int size = end - begin + 1;
if(size == 1)
return nums[begin];
vector<int> dp(size + 1, 0);
dp[size-1] = nums[end];
int ans = dp[size - 1];
int max_next = 0;
for(int i = end - 1; i >= begin; i--){
dp[i - begin] = nums[i] + max_next;
ans = max(ans, dp[i - begin]);
max_next = max(dp[i - begin +1], max_next);
}
return ans;
}
int rob(vector<int>& nums) {
int len = nums.size();
if(len == 0)
return 0;
if(len == 1)
return nums[0];
return max(rob1(nums, 0, len - 2), rob1(nums, 1, len - 1));
}
};
本文深入探讨了House Robber问题的延伸,即House Robber II,该问题在前者的框架上加入了环形街区的约束条件。通过分析,我们了解到如何在保持原有安全系统的前提下,巧妙地处理首尾相邻的房屋限制,进而采用分治策略解决这一复杂问题。具体而言,本文首先拆分问题,分别考虑去除首尾元素后的场景,然后利用House Robber的解决方案进行求解。最后,通过比较两种情况下的最大收益,得出最终答案。这一过程不仅展示了算法的巧妙应用,还揭示了在特定约束条件下的问题解决策略。
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