[leetcode-312-Burst Balloons]
Given n balloons, indexed from 0 to n-1. Each balloon is painted with a number on it represented by array nums. You are asked to burst all the balloons. If the you burst balloon i you will get nums[left] * nums[i] * nums[right] coins. Here left and right are adjacent indices of i. After the burst, the left and right then becomes adjacent.
Find the maximum coins you can collect by bursting the balloons wisely.
Note:
(1) You may imagine nums[-1] = nums[n] = 1. They are not real therefore you can not burst them.
(2) 0 ≤ n ≤ 500, 0 ≤ nums[i] ≤ 100
Example:
Given [3, 1, 5, 8]
Return 167
nums = [3,1,5,8] --> [3,5,8] --> [3,8] --> [8] --> []
coins = 3*1*5 + 3*5*8 + 1*3*8 + 1*8*1 = 167
Credits:
Special thanks to @dietpepsi for adding this problem and creating all test cases.
思路:
看到所有的题解都是考虑最后一个气球爆炸的状态,这里有一些解释。
Well, the nature way to divide the problem is burst one balloon and separate the balloons into 2 sub sections one on the left and one one the right. However, in this problem the left and right become adjacent and have effects on the maxCoins in the future.
Then another interesting idea come up. Which is quite often seen in dp problem analysis. That is reverse thinking. Like I said the coins you get for a balloon does not depend on the balloons already burst. Therefore
instead of divide the problem by the first balloon to burst, we divide the problem by the last balloon to burst.
Why is that? Because only the first and last balloons we are sure of their adjacent balloons before hand!
For the first we have nums[i-1]*nums[i]*nums[i+1] for the last we have nums[-1]*nums[i]*nums[n].
OK. Think about n balloons if i is the last one to burst, what now?
参考大牛分析:http://www.cnblogs.com/grandyang/p/5006441.html
像这种求极值问题,我们一般都要考虑用动态规划Dynamic Programming来做,我们维护一个二维动态数组dp,其中dp[i][j]表示打爆区间[i,j]中的所有气球能得到的最多金币。题目中说明了边界情况,当气球周围没有气球的时候,旁边的数字按1算,这样我们可以在原数组两边各填充一个1,这样方便于计算。这道题的最难点就是找递归式,如下所示:
dp[i][j] = max(dp[i][j], nums[i - 1]*nums[k]*nums[j + 1] + dp[i][k - 1] + dp[k + 1][j]) ( i ≤ k ≤ j )
有了递推式,我们可以写代码,我们其实只是更新了dp数组的右上三角区域,我们最终要返回的值存在dp[1][n]中,其中n是两端添加1之前数组nums的个数。参见代码如下:
int maxCoins(vector<int>& nums)
{
int n = nums.size();
nums.insert(nums.end(), );
nums.insert(nums.begin(), ); vector<vector<int>>dp(n+,vector<int>(n+,));
for (int len = ; len <= n;len++)
{
for (int left = ; left <= n - len + ;left++)
{
int right = left + len - ;
for (int k = left; k <= right;k++)
{
dp[left][right] = max(dp[left][right], dp[left][k-]+dp[k+][right]+ nums[left-]*nums[k]*nums[right+]);
}
}
}
return dp[][n];
}
参考:
http://www.cnblogs.com/grandyang/p/5006441.html
https://www.hrwhisper.me/leetcode-burst-balloons/
https://discuss.leetcode.com/topic/30746/share-some-analysis-and-explanations
[leetcode-312-Burst Balloons]的更多相关文章
- LeetCode 312. Burst Balloons(戳气球)
参考:LeetCode 312. Burst Balloons(戳气球) java代码如下 class Solution { //参考:https://blog.csdn.net/jmspan/art ...
- LN : leetcode 312 Burst Balloons
lc 312 Burst Balloons 312 Burst Balloons Given n balloons, indexed from 0 to n-1. Each balloon is pa ...
- [LeetCode] 312. Burst Balloons 打气球游戏
Given n balloons, indexed from 0 to n-1. Each balloon is painted with a number on it represented by ...
- [LeetCode] 312. Burst Balloons 爆气球
Given n balloons, indexed from 0 to n-1. Each balloon is painted with a number on it represented by ...
- 【LeetCode】312. Burst Balloons 解题报告(Python)
作者: 负雪明烛 id: fuxuemingzhu 个人博客: http://fuxuemingzhu.cn/ 题目地址: https://leetcode.com/problems/burst-ba ...
- 【LeetCode】312. Burst Balloons
题目: Given n balloons, indexed from 0 to n-1. Each balloon is painted with a number on it represented ...
- 312. Burst Balloons - LeetCode
Question https://leetcode.com/problems/burst-balloons/description/ Solution 题目大意是,有4个气球,每个气球上有个数字,现在 ...
- 312. Burst Balloons
题目: Given n balloons, indexed from 0 to n-1. Each balloon is painted with a number on it represented ...
- [LeetCode] 312. Burst Balloons_hard tag: 区间Dynamic Programming
Given n balloons, indexed from 0 to n-1. Each balloon is painted with a number on it represented by ...
- 312 Burst Balloons 戳气球
现有 n 个气球按顺序排成一排,每个气球上标有一个数字,这些数字用数组 nums 表示.现在要求你戳破所有的气球.每当你戳破一个气球 i 时,你可以获得 nums[left] * nums[i] * ...
随机推荐
- 用ArrayList(解决约瑟夫问题)
约瑟夫问题(Josephus problem)又称为约瑟夫斯置换,是一个出现在计算机科学和数学中的问题.在计算机编程的算法中,约瑟夫问题类似问题又称为约瑟夫环."丢手绢问题". 据 ...
- OpenStack修复影响宿主机的QEMU漏洞CVE-2017-2615
距离这个虚拟化层面的漏洞公告发出已有两个多月了,漏洞详情可以查看: 360安全应急响应中心-360发现QEMU严重漏洞 影响国内大部分公有云 简单来说是通过Cirrus VGA操作读取宿主机内存中的内 ...
- MySQL ProxySQL读写分离实践
目的 在上一篇文章MySQL ProxySQL读写分离使用初探里初步介绍了ProxySQL的使用,本文继续介绍它的一些特点和DBProxy的性能差异.深入一些去了解ProxySQL,通过测试来说明Pr ...
- 用户登录安全框架shiro—用户的认证和授权(一)
ssm整合shiro框架,对用户的登录操作进行认证和授权,目的很纯粹就是为了增加系统的安全线,至少不要输在门槛上嘛. 这几天在公司独立开发一个供公司内部人员使用的小管理系统,客户不多但是登录一直都是 ...
- bootstrap学习笔记之为导航条添加标题、二级菜单及状态 http://www.imooc.com/code/3120
为导航条添加标题.二级菜单及状态 加入导航条标题 在Web页面制作中,常常在菜单前面都会有一个标题(文字字号比其它文字稍大一些),其实在Bootstrap框架也为大家做了这方面考虑,其通过" ...
- vue的双向绑定原理及实现
前言 使用vue也好有一段时间了,虽然对其双向绑定原理也有了解个大概,但也没好好探究下其原理实现,所以这次特意花了几晚时间查阅资料和阅读相关源码,自己也实现一个简单版vue的双向绑定版本,先上个成果图 ...
- 那些年,让我们一起着迷的Spring
构建企业级应用框架(SpringMVC+Spring+Hibernate/ibatis[Mybatis]) 框架特点:半成品,封装了特定的处理流程和控制逻辑,成熟的,不断升级的软件.重用度高,开发效率 ...
- R与并行计算(转)
文章摘要 本文首先介绍了并行计算的基本概念,然后简要阐述了R和并行计算的关系.之后作者从R用户的使用角度讨论了隐式和显示两种并行计算模式,并给出了相应的案例.隐式并行计算模式不仅提供了简单清晰的使用方 ...
- .net开源权限管理系统
有业务请加QQ 245747009 源码地址:http://git.oschina.net/sunzewei/EIP 一.更新记录1.更新日期:2017-02-24 00:00:002.更新内容: 版 ...
- python 获取utc时间转化为本地时间
import datetime timenow = (datetime.datetime.utcnow() + datetime.timedelta(hours=8)) timetext = time ...