Merge K Sorted List(含Merge Two Sorted LIst) leetcode java

时间:2023-03-09 15:28:44
Merge K Sorted List(含Merge Two Sorted LIst) leetcode java

问题描述:

Merge k sorted linked lists and return it as one sorted list. Analyze and describe its complexity.

分析:

将k个sorted list合并为一个sorted list
借鉴归并排序的方法,自顶向下,先递归地对链表的前半部分和后半部分进行归并排序,最后再merge.

二分时,mid = (len - 1)/ 2,这样划分更为均匀,而不是 len / 2

算法:

/**
* 方法一、LinkNode数组
* 时间复杂度O(nlogk)
* @param list
* @return
*/
public static LinkNode mergeKSortedList(LinkNode[] list){
if(list == null || list.length == 0)
return null;
int len = list.length;
if(len == 1)
return list[0];
int mid = (len - 1)/ 2; //二分的时候,注意 mid = (len - 1) / 2,而不是 len/2,因为后者平分不均匀,前一种划分更为合理
LinkNode[] list1 = new LinkNode[mid + 1] ;
LinkNode[] list2 = new LinkNode[len - mid - 1] ;
for(int i = 0 ;i < list1.length ; i++)
list1[i] = list[i];
for(int j = list1.length ;j < len;j++)
list2[j - list1.length] = list[j];
LinkNode l1 = mergeKSortedList(list1);
LinkNode l2 = mergeKSortedList(list2); return mergeTwoSortedList(l1,l2);
} //方法二、List<LinkNode> 存储k个sorted list的头结点
public static LinkNode mergeKSortedList_1(List<LinkNode> lists){
if(lists == null || lists.size() == 0)
return null;
if(lists.size() == 1)
return lists.get(0);
int len = lists.size(); int mid = (len - 1) / 2;
List<LinkNode> list1 = lists.subList(0, mid + 1);
List<LinkNode> list2 = lists.subList(mid + 1, len);
LinkNode l1 = mergeKSortedList_1(list1);
LinkNode l2 = mergeKSortedList_1(list2); return mergeTwoSortedList(l1, l2);
} //两个链表链接
public static LinkNode mergeTwoSortedList(LinkNode l1,LinkNode l2){ LinkNode head = new LinkNode(0); //创建一个头结点,最后还要删掉
LinkNode p = head;
while(l1 != null && l2 != null){
if(l1.val <= l2.val){
p.next = l1;
l1 = l1.next;
} else{
p.next = l2;
l2 = l2.next;
}
p = p.next;
} p.next = (l1 != null) ? l1 : l2;
return head.next;// head的下一个节点是第一个数据结点
}