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
- jq tab
<div id="outer"> <ul id="tab"> <li class="current">t ...
- convert from base 10 to base 2
COMPUTER ORGANIZATION AND ARCHITECTURE DESIGNING FOR PERFORMANCE NINTH EDITION Hence, we convert fro ...
- .Net Install类的Install、Commit等事件触发顺序
.Net Install类的Install.Commit等事件触发顺序 空间 首先是Install其中调用base.Install过程中导致OnBeforeInstallOnAfterInstal ...
- 总结下遇到的C#新语法
1.属性的private set读写器 public int x { get; private set; } 是另一种简写, set前面的private声明是告诉编译器属性X是只读(read-only ...
- NSArry的常见方法
使用数组对象创建的数组功能非常强大,在Java语言或者C语言中定义的数组必须满足数组中的每一个元素必须是同样的类型.而Objective-C语言可以在Array数组中放任意类型的数据,值得注意的是只能 ...
- FW:使用weave管理docker网络
Posted on 2014-11-12 22:20 feisky 阅读(1761) 评论(0) 编辑 收藏 weave简介 Weave creates a virtual network that ...
- CDH介绍
本文引用自:Cloudera 系列2:CDH介绍http://www.aboutyun.com/thread-18379-1-1.html(出处: about云开发) CDH提供: 灵活性-存储任何类 ...
- AutoLayout技术选型和应用
前言:这篇文章是笔者在项目中对布局技术进行技术选型和应用的相关介绍,供大家参考. && [self.buttonscount] > 0) { UIButton *button = ...
- 比较setImmediate(func),setTimeout(func),process.nextTick(func)
node中的事件优先级机制: console.log('第一笔!'); process.nextTick(function() { console.log('吃个饭吧!'); setImmediata ...
- Mongoose在向集合中插入文档时的集合命名问题
Mongoose使用结构化的模式应用到MongoDB集合,为MongoDB Node.js原生驱动程序提供了更多的功能和简化了数据库操作. 从创建连接到向数据库中写入一个条数据经历了以下步骤: 1.连 ...