find K maximum value from an unsorted array(implement min heap)
Maintain a min-heap with size = k, to collect the result.
//Find K minimum values from an unsorted array
//Implement Min-Heap public int[] findKMax(int[] arr, int k){
if(arr == null || arr.length == 0) return null;
int[] result = new int[k];
for(int i = 0; i < k; i ++)
result[i] = arr[i];
buildMinHeap(result);
for(int i = k; i < arr.length; i ++){
if(arr[i] > result[0]){
result[0] = arr[i];
minHeapify(result, 0);
}
}
return result;
} public void buildMinHeap(int[] arr){
for(int i = arr.length / 2 - 1; i > -1; i --){//bottom-up build min heap
minHeapify(arr, i);
}
} public void minHeapify(int[] arr, int curIndex){
int left = curIndex * 2 + 1;
int right = curIndex * 2 + 2;
int smallest = curIndex;
if(left < arr.length && arr[left] < arr[smallest])
smallest = left;
if(right < arr.length && arr[right] < arr[smallest])
smallest = right;
if(smallest != curIndex){
swap(arr, smallest, curIndex);
minHeapify(arr,smallest);
}
} public void swap(int[] arr, int aa, int bb){
int tmp = arr[aa];
arr[aa] = arr[bb];
arr[bb] = tmp;
}
find K maximum value from an unsorted array(implement min heap)的更多相关文章
- Why is processing a sorted array faster than an unsorted array?
这是我在逛 Stack Overflow 时遇见的一个高分问题:Why is processing a sorted array faster than an unsorted array?,我觉得这 ...
- Kth Smallest Element in Unsorted Array
(referrence: GeeksforGeeks, Kth Largest Element in Array) This is a common algorithm problem appeari ...
- [Swift]LeetCode325. 最大子数组之和为k $ Maximum Size Subarray Sum Equals k
Given an array nums and a target value k, find the maximum length of a subarray that sums to k. If t ...
- Why is processing a sorted array faster than an unsorted array(Stackoverflow)
What is Branch Prediction? Consider a railroad junction: Image by Mecanismo, via Wikimedia Commons. ...
- 77 找出最大连续自然数个数[Longest Consecutive Sequence in an Unsorted Array]
[本文链接] http://www.cnblogs.com/hellogiser/p/Longest-Consecutive-Sequence-in-an-Unsorted-Array.html [题 ...
- Data Structure Array: Find the two numbers with odd occurrences in an unsorted array
http://www.geeksforgeeks.org/find-the-two-numbers-with-odd-occurences-in-an-unsorted-array/ #include ...
- 【leetcode】Maximum Gap
Maximum Gap Given an unsorted array, find the maximum difference between the successive elements in ...
- 【LeetCode】164. Maximum Gap (2 solutions)
Maximum Gap Given an unsorted array, find the maximum difference between the successive elements in ...
- 【刷题-LeetCode】164 Maximum Gap
Maximum Gap Given an unsorted array, find the maximum difference between the successive elements in ...
随机推荐
- 使用SDNN (space displacement neural network)进行多字体手写识别
手写单字体的识别,在看过卷积神经网络的mnist例子之后,很容易实现,那么如何实现多字体的同时识别呢? 如下图 LeCun大神所用的是SDNN space displacement neural ne ...
- pymysql模块使用教程
一.操作数据库模板 pymysql是Python中操作mysql的模块,(使用方法几乎和MySQLdb相同,但是在Python3中,mysqldb这个库已经不能继续使用了) 下载安装方法: 方法一. ...
- 菜鸟vimer成长记——目录
菜鸟vimer成长记——第0章.我眼中的vim学习 菜鸟vimer成长记——第1章.统一概念 菜鸟vimer成长记——第2.0章.模式初探 菜鸟vimer成长记——第2.1章.normal模式 菜鸟v ...
- Magic Trackpad 2 on win10 x64
可以使用操作: 触击 触击拖拽 双击 支手滚动:上下,左右 右键配置:左下角,右下角点击实现 可以试用28天,收费 $9.5 官方地址:http://www.trackpadmagic.com/mag ...
- eclipse—Maven项目打包成exe
1.下载打包工具j2ewiz 友情连接:https://pan.baidu.com/s/1Rcoqix5QcrJVI1of9h7qbQ提取码:vqn1 2.选中想要打包的文件,右击—Export 按 ...
- MySQL日志系统:redo log与binlog
日志系统主要有redo log(重做日志)和binlog(归档日志).redo log是InnoDB存储引擎层的日志,binlog是MySQL Server层记录的日志, 两者都是记录了某些操作的日志 ...
- A* 寻路的八个变种
变种 1 - 束搜索(Beam Search) 在 A* 算法的住循环中,OPEN 集存储可能需要搜索的节点,用来以查找路径. 束搜索是 A* 的变体,它限制了OPEN集的大小. 如果集合变得太大,则 ...
- 《杜增强讲Unity之Tanks坦克大战》5-子弹
5 子弹 本节的任务是创建子弹的Prefab image 首先从Model/Shell找到子弹的模型,拖入Hierarchy中,添加刚体组件,所有属性默认值. 添加Capsule Collider ...
- 关于java调用Dll文件的异常 Native library (win32-x86-64/CtrlNPCDLL.dll) not found in resource pat
解决办法 将dll文件放入项目bin目录下
- 监控与管理-SpringBoot
在微服务架构中,我们将原本庞大的单体系统拆分成多个提供不同服务的应用. 虽然 各个应用的内部逻辑因分解而得以简化,但是由于部署应用的数量成倍增长,使得系统的 维护复杂度大大提升. 对于运维人员来说,随 ...