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leetcode——198 House Robber(寻找数组不相邻组合最大值—动态规划问题)

时间:2015-06-16 16:47:08      阅读:207      评论:0      收藏:0      [点我收藏+]

标签:动态规划   leetcode   java   二维数组   算法   

<span style="font-family: Arial, Helvetica, sans-serif; background-color: rgb(255, 255, 255);">You are a professional robber planning to rob houses along a street. Each house has a certain amount of money stashed(藏着), </span>

the only constraint stopping you from robbing each of them is that adjacent houses have security system connected and it will automatically contact the police if 

two adjacent houses were broken into on the same night.

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.

Hide Tags: Dynamic Programming


解题思路:

思路一:A[i][0]表示第i次没有抢劫,A[i][1]表示第i次进行了抢劫,即A[i+1][0] = max(A[i][0], A[i][1]).. 那么rob当前的house,只能等

于上次没有rob的+money[i+1], 则A[i+1][1] = A[i][0]+money[i+1].实际上只需要两个变量保存结果就可以了,不需要用二维数组

思路二:找到递推关系:maxV[i] = max(maxV[i-2]+num[i], maxV[i-1])


代码一:

	/**
	 * 这是一个DP(Dynamic Programming:动态规划)问题
	 * A[i][0]表示第i次没有抢劫,A[i][1]表示第i次进行了抢劫
	 * 即A[i+1][0] = max(A[i][0], A[i][1]).. 那么rob当前的house,
	 * 只能等于上次没有rob的+money[i+1], 则A[i+1][1] = A[i][0]+money[i+1]
	 * 实际上只需要两个变量保存结果就可以了,不需要用二维数组
	 */
	public static int rob(int[] nums)
	{
		int norobcurHouse=0; //表示没有抢当前House的总金额
		int robcurHouse=0; //表示抢了当前House的总金额
		
		for (int i = 0; i < nums.length; i++)
		{
			//设置中间变量,暂时存储
			int temp=norobcurHouse; 
			//没有选择当前houses,那么它等于上次选择了或没选择的最大值
			norobcurHouse=Math.max(norobcurHouse, robcurHouse);
			//选择了当前houses,值只能等于上次没选择的+当前houses的money
			robcurHouse=temp+nums[i];
		}
		return Math.max(norobcurHouse, robcurHouse);
	}

代码二:

	/**
	 * 递推关系为maxV[i] = max(maxV[i-2]+num[i], maxV[i-1])
	 */
	public static int  rob1(int[] nums)
	{
		int n=nums.length;
		if (n==0)
		{
			return 0;
		}
		else if(n==1)
		{
			return nums[0];
		}
		else
		{
			int []maxV=new int[n];
			maxV[0]=nums[0];
			maxV[1]=Math.max(nums[0], nums[1]);
			for (int i = 2; i < n; i++)
			{
				maxV[i]=Math.max(maxV[i-2]+nums[i], maxV[i-1]);
			}
			return maxV[n-1];
		}
	}

leetcode——198 House Robber(寻找数组不相邻组合最大值—动态规划问题)

标签:动态规划   leetcode   java   二维数组   算法   

原文地址:http://blog.csdn.net/zzc8265020/article/details/46519807

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