分治,将大链表拆分成2个长度相等的小链表,递归处理,每次递归返回后,两个小链表已经有序,然后将2个小链表进行归并
每次将链表分成2个长度相等的链表时,需要找到中间节点,可以使用1个快指针和1个慢指针
如果考虑递归调用的函数栈帧,那么空间复杂度为O(n),不考虑则空间复杂度为O(1)
递归是“从上往下”的思想,也可以“从下往上”,避免函数栈帧的开销
“从下往上”的代码:
/**
* Merge sort use bottom-up policy,
* so Space Complexity is O(1)
* Time Complexity is O(NlgN)
* stable sort
*/
class Solution {
public:
ListNode *sortList(ListNode *head) {
if(!head || !(head->next)) return head;
//get the linked list's length
ListNode* cur = head;
int length = 0;
while(cur){
length++;
cur = cur->next;
}
ListNode dummy(0);
dummy.next = head;
ListNode *left, *right, *tail;
for(int step = 1; step < length; step <<= 1){
cur = dummy.next;
tail = &dummy;
while(cur){
left = cur;
right = split(left, step);
cur = split(right,step);
tail = merge(left, right, tail);
}
}
return dummy.next;
}
private:
/**
* Divide the linked list into two lists,
* while the first list contains first n ndoes
* return the second list's head
*/
ListNode* split(ListNode *head, int n){
//if(!head) return NULL;
for(int i = 1; head && i < n; i++) head = head->next;
if(!head) return NULL;
ListNode *second = head->next;
head->next = NULL;
return second;
}
/**
* merge the two sorted linked list l1 and l2,
* then append the merged sorted linked list to the node head
* return the tail of the merged sorted linked list
*/
ListNode* merge(ListNode* l1, ListNode* l2, ListNode* head){
ListNode *cur = head;
while(l1 && l2){
if(l1->val > l2->val){
cur->next = l2;
cur = l2;
l2 = l2->next;
}
else{
cur->next = l1;
cur = l1;
l1 = l1->next;
}
}
cur->next = (l1 ? l1 : l2);
while(cur->next) cur = cur->next;
return cur;
}
};