Lintcode: Maximum Subarray Difference
Given an array with integers. Find two non-overlapping subarrays A and B, which |SUM(A) - SUM(B)| is the largest. Return the largest difference. Note
The subarray should contain at least one number Example
For [1, 2, -3, 1], return 6 Challenge
O(n) time and O(n) space.
思路:把数组分成两部分,可以从i和i+1(0<= i < len-1)之间分开,a[0, i] a[i+1, len-1],然后分别求两个子数组中的最大子段和,以及最小字段和,然后求差的最大值即可。
public class Solution {
/**
* @param nums: A list of integers
* @return: An integer indicate the value of maximum difference between two
* Subarrays
*/
public int maxDiffSubArrays(ArrayList<Integer> nums) {
// write your code
if (nums==null || nums.size()==0) return 0;
int len = nums.size();
int[] lGlobalMax = new int[len];
int[] lGlobalMin = new int[len];
int lLocalMax = nums.get(0);
int lLocalMin = nums.get(0);
lGlobalMax[0] = lLocalMax;
lGlobalMin[0] = lLocalMin;
for (int i=1; i<len; i++) {
lLocalMax = Math.max(lLocalMax+nums.get(i), nums.get(i));
lGlobalMax[i] = Math.max(lLocalMax, lGlobalMax[i-1]);
lLocalMin = Math.min(lLocalMin+nums.get(i), nums.get(i));
lGlobalMin[i] = Math.min(lLocalMin, lGlobalMin[i-1]);
}
int[] rGlobalMax = new int[len];
int[] rGlobalMin = new int[len];
int rLocalMax = nums.get(len-1);
int rLocalMin = nums.get(len-1);
rGlobalMax[len-1] = rLocalMax;
rGlobalMin[len-1] = rLocalMin;
for (int i=len-2; i>=0; i--) {
rLocalMax = Math.max(rLocalMax+nums.get(i), nums.get(i));
rGlobalMax[i] = Math.max(rLocalMax, rGlobalMax[i+1]);
rLocalMin = Math.min(rLocalMin+nums.get(i), nums.get(i));
rGlobalMin[i] = Math.min(rLocalMin, rGlobalMin[i+1]);
}
int maxDiff = Integer.MIN_VALUE;
for (int i=0; i<len-1; i++) {
if (maxDiff < Math.abs(lGlobalMax[i]-rGlobalMin[i+1]))
maxDiff = Math.abs(lGlobalMax[i]-rGlobalMin[i+1]);
if (maxDiff < Math.abs(lGlobalMin[i]-rGlobalMax[i+1]))
maxDiff = Math.abs(lGlobalMin[i]-rGlobalMax[i+1]);
}
return maxDiff;
}
}
Lintcode: Maximum Subarray Difference的更多相关文章
- [LintCode] Maximum Subarray 最大子数组
Given an array of integers, find a contiguous subarray which has the largest sum. Notice The subarra ...
- Lintcode: Maximum Subarray III
Given an array of integers and a number k, find k non-overlapping subarrays which have the largest s ...
- Lintcode: Maximum Subarray II
Given an array of integers, find two non-overlapping subarrays which have the largest sum. The numbe ...
- LintCode: Maximum Subarray
1. 暴力枚举 2. “聪明”枚举 3. 分治法 分:两个基本等长的子数组,分别求解T(n/2) 合:跨中心点的最大子数组合(枚举)O(n) 时间复杂度:O(n*logn) class Solutio ...
- 【LeetCode】053. Maximum Subarray
题目: Find the contiguous subarray within an array (containing at least one number) which has the larg ...
- 【leetcode】Maximum Subarray (53)
1. Maximum Subarray (#53) Find the contiguous subarray within an array (containing at least one nu ...
- 算法:寻找maximum subarray
<算法导论>一书中演示分治算法的第二个例子,第一个例子是递归排序,较为简单.寻找maximum subarray稍微复杂点. 题目是这样的:给定序列x = [1, -4, 4, 4, 5, ...
- LEETCODE —— Maximum Subarray [一维DP]
Maximum Subarray Find the contiguous subarray within an array (containing at least one number) which ...
- 【leetcode】Maximum Subarray
Maximum Subarray Find the contiguous subarray within an array (containing at least one number) which ...
随机推荐
- memcached 命中率问题 分析 **
Memcached, 人所皆知的remote distribute cache(不知道的可以javaeye一下下,或者google一下下,或者baidu一下下,但是鉴于baidu的排名商业味道太浓(从 ...
- Simple Web Example
eclipse3.7 运行一个简单的servlet,Target Platfrom 必要的jar为 0 ACTIVE org.eclipse.osgi_3.7.2.v20120110-141 ...
- vbox共享文件 挂载
环境:主机操作系统是Windows 7,虚拟机是open suse 12.0,虚拟机是VirtualBox 4.2.1. 1. 安装增强功能包(Guest Additions) 安装好open sus ...
- HBase学习笔记-基础(一)
HBase版本:0.97 1.Get Gets实在Scan的基础上实现的. 2.联合查询(Join) HBase是否支持联合是一个网上常问问题.简单来说 : 不支持.至少不像传统RDBMS那样支持. ...
- 兼容加载Xml字符串
var _loadXML = function(xmlString){ var xmlDoc=null; //支持IE浏览器 if(!window.DOMParser && windo ...
- 用angularJS实现Bootstrap的“手风琴”
主页面代码(发现Bootstrap官网上手风琴的实例样式有问题,在这里依然使用3.0.~版本) <!DOCTYPE html> <html ng-app="ct" ...
- android获取设备全部信息
private static final String FILE_MEMORY = "/proc/meminfo"; private static final String FIL ...
- Mongoose中关联查询populate的使用
MongoDB中没有join的特性,因此无法使用join进行表的连接和关联查询,在Mongoose中封装了populate方法,在定义一个 Schema 的时候可以指定了其中的字段(属性)是另一个Sc ...
- BI 商业智能理解结构图
本文章是在本人实习阶段对BI(商业智能 Business Intelligence)的理解:(如有不足之处请多指教,谢谢) BI 系统负责从多个数据源中搜集数据,并将这些数据进行必要的转换后存储到 ...
- ArcGIS API for Silverlight 绘制降雨路径动画
原文:ArcGIS API for Silverlight 绘制降雨路径动画 #region 降雨动画演示 2014-04-16 List<Graphic> graphics = new ...