Maximum Gap
Given an unsorted array, find the maximum difference between the successive elements in its sorted form.
Return 0 if the array contains less than 2 elements.
Notice
You may assume all elements in the array are non-negative integers and fit in the 32-bit signed integer range.
Given [1, 9, 2, 5], the sorted form of it is [1, 2, 5, 9], the maximum gap is between 5 and 9 = 4.
分析:http://bookshadow.com/weblog/2014/12/14/leetcode-maximum-gap/
假设有N个元素,最小是A, 最大是B。那么最大差值一定大于interval = (1.0 * max - min) / num.length。
我们需要num.length + 1个桶 (0 to num.length),令每个bucket(桶)的大小为interval,对于数组中的任意整数K,很容易通过算式loc = (K - A) / interval 找出其桶的位置,然后维护每一个桶的最大值和最小值.
class Solution {
/**
* @param nums:
* an array of integers
* @return: the maximum difference
*/
public int maximumGap(int[] num) {
if (num == null || num.length < ) return ;
int max = num[], min = num[];
for (int i = ; i < num.length; i++) {
max = Math.max(max, num[i]);
min = Math.min(min, num[i]);
}
if (max - min <= ) return max - min;
// the max gap is absolutely greater than (1.0 * max - min) / num.length
// so the interval below can guarantee the maximu gap values in two different buckets.
double interval = (1.0 * max - min) / num.length;
Bucket[] buckets = new Bucket[num.length + ]; // project to (0 - n)
for (int i = ; i < buckets.length; i++) {
buckets[i] = new Bucket();
}
// distribute every number to a bucket array
for (int i = ; i < num.length; i++) {
int index = (int)((num[i] - min) / interval);
if (buckets[index].low == -) {
buckets[index].low = num[i];
buckets[index].high = num[i];
} else {
buckets[index].low = Math.min(buckets[index].low, num[i]);
buckets[index].high = Math.max(buckets[index].high, num[i]);
}
}
// scan buckets to find maximum gap
int result = ;
int prev = buckets[].high;
for (int i = ; i < buckets.length; i++) {
if (buckets[i].low != -) {
result = Math.max(result, buckets[i].low - prev);
prev = buckets[i].high;
}
}
return result;
}
}
class Bucket {
int low;
int high;
public Bucket() {
low = -;
high = -;
}
}
Maximum Gap的更多相关文章
- 【leetcode】Maximum Gap
Maximum Gap Given an unsorted array, find the maximum difference between the successive elements in ...
- [LintCode] Maximum Gap 求最大间距
Given an unsorted array, find the maximum difference between the successive elements in its sorted f ...
- 线性时间的排序算法--桶排序(以leetcode164. Maximum Gap为例讲解)
前言 在比较排序的算法中,快速排序的性能最佳,时间复杂度是O(N*logN).因此,在使用比较排序时,时间复杂度的下限就是O(N*logN).而桶排序的时间复杂度是O(N+C),因为它的实现并不是基于 ...
- leetcode[164] Maximum Gap
梅西刚梅开二度,我也记一题. 在一个没排序的数组里,找出排序后的相邻数字的最大差值. 要求用线性时间和空间. 如果用nlgn的话,直接排序然后判断就可以了.so easy class Solution ...
- 【leetcode 桶排序】Maximum Gap
1.题目 Given an unsorted array, find the maximum difference between the successive elements in its sor ...
- 【LeetCode】164. Maximum Gap (2 solutions)
Maximum Gap Given an unsorted array, find the maximum difference between the successive elements in ...
- 由Maximum Gap,对话桶排序,基数排序和统计排序
一些非比较排序 在LeetCode中有个题目叫Maximum Gap.是求一个非排序的正数数列中按顺序排列后的最大间隔.这个题用桶排序和基数排序都能够实现.以下说一下桶排序.基数排序和计数排序这三种非 ...
- LeetCode 164. Maximum Gap[翻译]
164. Maximum Gap 164. 最大间隔 Given an unsorted array, find the maximum difference between the successi ...
- 【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
- java操作xml
package com.xml.zh; import javax.xml.parsers.*; import org.w3c.dom.*; public class XmlTest1{ /** * 使 ...
- SPOJ QTREE 树链剖分
树链剖分的第一题,易懂,注意这里是边. #include<queue> #include<stack> #include<cmath> #include<cs ...
- Java基础-JVM
jvm=> java虚拟机 一.java虚拟机的生命周期: Java虚拟机的生命周期 一个运行中的Java虚拟机有着一个清晰的任务:执行Java程序.程序开始执行时他才运行,程序结束时他就停止. ...
- 学习笔记 BIT(树状数组)
痛定思痛,打算切割数据结构,于是乎直接一发BIT 树状数组能做的题目,线段树都可以解决 反之则不能,不过树状数组优势在于编码简单和速度更快 首先了解下树状数组: 树状数组是一种操作和修改时间复杂度都是 ...
- angularjs的页面拆分思想
//app.js angular.module('MyModule', ['SubModule1', 'SubModule2']) .module('SubModule1', ['CommonModu ...
- Android基础类之BaseAdapter
转:http://www.cnblogs.com/mandroid/archive/2011/04/05/2005525.html Android基础类之BaseAdapter BaseAdapter ...
- java中两个Integer类型的值相比较的问题
今天在做一个算法时,由于为了和其他人保持接口的数据类型一致,就把之前的int换为Integer,前几天测了几组数据,和之前的结果一样,但是今天在测其它数据 的时候,突然出现了一个奇怪的bug,由于之前 ...
- xml转成数组,原来这么简单!
function xml2arr($xml){ $obj = simplexml_load_string($xml, 'SimpleXMLElement', LIBXML_NOCDATA); $js ...
- Java & C++ 大数计算
Java--大数计算,妈妈再也不用担心我的学习了 . BigInteger 英文API: http://docs.oracle.com/javase/8/docs/api/ 中文API: http:/ ...
- 锋利的jQuery-2--判断jQuery获取到的对象是否存在$().length
1.使用js获取不存在的对象: document.getElementById("tt").style.color = "red"; 如果网页中不存在id = ...