对链表排序,该列表按升序和降序交替排序
给定一个链表。 链表按升序和降序排列。 有效地对列表排序。
示例:
Input List: 10 -> 40 -> 53 -> 30 -> 67 -> 12 -> 89 -> NULL
Output List: 10 -> 12 -> 30 -> 43 -> 53 -> 67 -> 89 -> NULL
Input List: 1 -> 4 -> 3 -> 2 -> 5 -> NULL
Output List: 1 -> 2 -> 3 -> 4 -> 5 -> NULL
简单解决方案
方法:基本思想是对链表应用归并排序。
本文讨论了该实现:合并链表的排序。
复杂度分析:
-
时间复杂度:链表的合并种类花费
O(n log n)
时间。 在归并排序树中,高度为log n
。 对每个级别排序将花费O(n)
时间。 因此,时间复杂度为O(n log n)
。 -
辅助空间:
O(n log n)
,在归并排序树中,高度为log n
。 存储每个级别将占用O(n)
空间。 因此,空间复杂度为O(n log n)
。
有效解决方案
方法:
-
分开两个列表。
-
以降序反转
-
合并两个列表。
图表:
以下是上述算法的实现。
C++
// C++ program to sort a linked
// list that is alternatively
// sorted in increasing and decreasing order
#include <bits/stdc++.h>
using namespace std;
// Linked list node
struct Node {
int data;
struct Node* next;
};
Node* mergelist(Node* head1, Node* head2);
void splitList(Node* head, Node** Ahead, Node** Dhead);
void reverselist(Node*& head);
// This is the main function that sorts the
// linked list
void sort(Node** head)
{
// Split the list into lists
Node *Ahead, *Dhead;
splitList(*head, &Ahead, &Dhead);
// Reverse the descending linked list
reverselist(Dhead);
// Merge the two linked lists
*head = mergelist(Ahead, Dhead);
}
// A utility function to create a new node
Node* newNode(int key)
{
Node* temp = new Node;
temp->data = key;
temp->next = NULL;
return temp;
}
// A utility function to reverse a linked list
void reverselist(Node*& head)
{
Node *prev = NULL, *curr = head, *next;
while (curr) {
next = curr->next;
curr->next = prev;
prev = curr;
curr = next;
}
head = prev;
}
// A utility function to print a linked list
void printlist(Node* head)
{
while (head != NULL) {
cout << head->data << " ";
head = head->next;
}
cout << endl;
}
// A utility function to merge two sorted linked lists
Node* mergelist(Node* head1, Node* head2)
{
// Base cases
if (!head1)
return head2;
if (!head2)
return head1;
Node* temp = NULL;
if (head1->data < head2->data) {
temp = head1;
head1->next = mergelist(head1->next, head2);
}
else {
temp = head2;
head2->next = mergelist(head1, head2->next);
}
return temp;
}
// This function alternatively splits
// a linked list with head as head into two:
// For example, 10->20->30->15->40->7 \
// is splitted into 10->30->40
// and 20->15->7
// "Ahead" is reference to head of ascending linked list
// "Dhead" is reference to head of descending linked list
void splitList(Node* head, Node** Ahead, Node** Dhead)
{
// Create two dummy nodes to initialize
// heads of two linked list
*Ahead = newNode(0);
*Dhead = newNode(0);
Node* ascn = *Ahead;
Node* dscn = *Dhead;
Node* curr = head;
// Link alternate nodes
while (curr) {
// Link alternate nodes of ascending linked list
ascn->next = curr;
ascn = ascn->next;
curr = curr->next;
// Link alternate nodes of descending linked list
if (curr) {
dscn->next = curr;
dscn = dscn->next;
curr = curr->next;
}
}
ascn->next = NULL;
dscn->next = NULL;
*Ahead = (*Ahead)->next;
*Dhead = (*Dhead)->next;
}
// Driver program to test above function
int main()
{
Node* head = newNode(10);
head->next = newNode(40);
head->next->next = newNode(53);
head->next->next->next = newNode(30);
head->next->next->next->next = newNode(67);
head->next->next->next->next->next = newNode(12);
head->next->next->next->next->next->next = newNode(89);
cout << "Given Linked List is " << endl;
printlist(head);
sort(&head);
cout << "Sorted Linked List is " << endl;
printlist(head);
return 0;
}
Java
// Java program to sort a
// linked list that is alternatively
// sorted in increasing and decreasing order
class LinkedList {
Node head; // head of list
/* Linked list Node*/
class Node {
int data;
Node next;
Node(int d)
{
data = d;
next = null;
}
}
Node newNode(int key)
{
return new Node(key);
}
/* This is the main function that sorts
the linked list.*/
void sort()
{
/* Create 2 dummy nodes and initialise as
heads of linked lists */
Node Ahead = new Node(0), Dhead = new Node(0);
// Split the list into lists
splitList(Ahead, Dhead);
Ahead = Ahead.next;
Dhead = Dhead.next;
// reverse the descending list
Dhead = reverseList(Dhead);
// merge the 2 linked lists
head = mergeList(Ahead, Dhead);
}
/* Function to reverse the linked list */
Node reverseList(Node Dhead)
{
Node current = Dhead;
Node prev = null;
Node next;
while (current != null) {
next = current.next;
current.next = prev;
prev = current;
current = next;
}
Dhead = prev;
return Dhead;
}
/* Function to print linked list */
void printList()
{
Node temp = head;
while (temp != null) {
System.out.print(temp.data + " ");
temp = temp.next;
}
System.out.println();
}
// A utility function to merge
// two sorted linked lists
Node mergeList(Node head1, Node head2)
{
// Base cases
if (head1 == null)
return head2;
if (head2 == null)
return head1;
Node temp = null;
if (head1.data < head2.data) {
temp = head1;
head1.next = mergeList(head1.next, head2);
}
else {
temp = head2;
head2.next = mergeList(head1, head2.next);
}
return temp;
}
// This function alternatively splits
// a linked list with head as head into two:
// For example, 10->20->30->15->40->7 is
// splitted into 10->30->40
// and 20->15->7
// "Ahead" is reference to head of ascending linked list
// "Dhead" is reference to head of descending linked list
void splitList(Node Ahead, Node Dhead)
{
Node ascn = Ahead;
Node dscn = Dhead;
Node curr = head;
// Link alternate nodes
while (curr != null) {
// Link alternate nodes in ascending order
ascn.next = curr;
ascn = ascn.next;
curr = curr.next;
if (curr != null) {
dscn.next = curr;
dscn = dscn.next;
curr = curr.next;
}
}
ascn.next = null;
dscn.next = null;
}
/* Driver program to test above functions */
public static void main(String args[])
{
LinkedList llist = new LinkedList();
llist.head = llist.newNode(10);
llist.head.next = llist.newNode(40);
llist.head.next.next = llist.newNode(53);
llist.head.next.next.next = llist.newNode(30);
llist.head.next.next.next.next = llist.newNode(67);
llist.head.next.next.next.next.next = llist.newNode(12);
llist.head.next.next.next.next.next.next = llist.newNode(89);
System.out.println("Given linked list");
llist.printList();
llist.sort();
System.out.println("Sorted linked list");
llist.printList();
}
} /* This code is contributed by Rajat Mishra */
Python
# Python program to sort a linked list that is alternatively
# sorted in increasing and decreasing order
class LinkedList(object):
def __init__(self):
self.head = None
# Linked list Node
class Node(object):
def __init__(self, d):
self.data = d
self.next = None
def newNode(self, key):
return self.Node(key)
# This is the main function that sorts
# the linked list.
def sort(self):
# Create 2 dummy nodes and initialise as
# heads of linked lists
Ahead = self.Node(0)
Dhead = self.Node(0)
# Split the list into lists
self.splitList(Ahead, Dhead)
Ahead = Ahead.next
Dhead = Dhead.next
# reverse the descending list
Dhead = self.reverseList(Dhead)
# merge the 2 linked lists
self.head = self.mergeList(Ahead, Dhead)
# Function to reverse the linked list
def reverseList(self, Dhead):
current = Dhead
prev = None
while current != None:
self._next = current.next
current.next = prev
prev = current
current = self._next
Dhead = prev
return Dhead
# Function to print linked list
def printList(self):
temp = self.head
while temp != None:
print temp.data,
temp = temp.next
print ''
# A utility function to merge two sorted linked lists
def mergeList(self, head1, head2):
# Base cases
if head1 == None:
return head2
if head2 == None:
return head1
temp = None
if head1.data < head2.data:
temp = head1
head1.next = self.mergeList(head1.next, head2)
else:
temp = head2
head2.next = self.mergeList(head1, head2.next)
return temp
# This function alternatively splits a linked list with head
# as head into two:
# For example, 10->20->30->15->40->7 is splitted into 10->30->40
# and 20->15->7
# "Ahead" is reference to head of ascending linked list
# "Dhead" is reference to head of descending linked list
def splitList(self, Ahead, Dhead):
ascn = Ahead
dscn = Dhead
curr = self.head
# Link alternate nodes
while curr != None:
# Link alternate nodes in ascending order
ascn.next = curr
ascn = ascn.next
curr = curr.next
if curr != None:
dscn.next = curr
dscn = dscn.next
curr = curr.next
ascn.next = None
dscn.next = None
# Driver program
llist = LinkedList()
llist.head = llist.newNode(10)
llist.head.next = llist.newNode(40)
llist.head.next.next = llist.newNode(53)
llist.head.next.next.next = llist.newNode(30)
llist.head.next.next.next.next = llist.newNode(67)
llist.head.next.next.next.next.next = llist.newNode(12)
llist.head.next.next.next.next.next.next = llist.newNode(89)
print 'Given linked list'
llist.printList()
llist.sort()
print 'Sorted linked list'
llist.printList()
# This code is contributed by BHAVYA JAIN
C
// C# program to sort a linked list that is alternatively
// sorted in increasing and decreasing order
using System;
class LinkedList {
Node head; // head of list
/* Linked list Node*/
public class Node {
public int data;
public Node next;
public Node(int d)
{
data = d;
next = null;
}
}
Node newNode(int key)
{
return new Node(key);
}
/* This is the main function that sorts
the linked list.*/
void sort()
{
/* Create 2 dummy nodes and initialise as
heads of linked lists */
Node Ahead = new Node(0), Dhead = new Node(0);
// Split the list into lists
splitList(Ahead, Dhead);
Ahead = Ahead.next;
Dhead = Dhead.next;
// reverse the descending list
Dhead = reverseList(Dhead);
// merge the 2 linked lists
head = mergeList(Ahead, Dhead);
}
/* Function to reverse the linked list */
Node reverseList(Node Dhead)
{
Node current = Dhead;
Node prev = null;
Node next;
while (current != null) {
next = current.next;
current.next = prev;
prev = current;
current = next;
}
Dhead = prev;
return Dhead;
}
/* Function to print linked list */
void printList()
{
Node temp = head;
while (temp != null) {
Console.Write(temp.data + " ");
temp = temp.next;
}
Console.WriteLine();
}
// A utility function to merge two sorted linked lists
Node mergeList(Node head1, Node head2)
{
// Base cases
if (head1 == null)
return head2;
if (head2 == null)
return head1;
Node temp = null;
if (head1.data < head2.data) {
temp = head1;
head1.next = mergeList(head1.next, head2);
}
else {
temp = head2;
head2.next = mergeList(head1, head2.next);
}
return temp;
}
// This function alternatively splits a linked list with head
// as head into two:
// For example, 10->20->30->15->40->7 is splitted into 10->30->40
// and 20->15->7
// "Ahead" is reference to head of ascending linked list
// "Dhead" is reference to head of descending linked list
void splitList(Node Ahead, Node Dhead)
{
Node ascn = Ahead;
Node dscn = Dhead;
Node curr = head;
// Link alternate nodes
while (curr != null) {
// Link alternate nodes in ascending order
ascn.next = curr;
ascn = ascn.next;
curr = curr.next;
if (curr != null) {
dscn.next = curr;
dscn = dscn.next;
curr = curr.next;
}
}
ascn.next = null;
dscn.next = null;
}
/* Driver code */
public static void Main(String[] args)
{
LinkedList llist = new LinkedList();
llist.head = llist.newNode(10);
llist.head.next = llist.newNode(40);
llist.head.next.next = llist.newNode(53);
llist.head.next.next.next = llist.newNode(30);
llist.head.next.next.next.next = llist.newNode(67);
llist.head.next.next.next.next.next = llist.newNode(12);
llist.head.next.next.next.next.next.next = llist.newNode(89);
Console.WriteLine("Given linked list");
llist.printList();
llist.sort();
Console.WriteLine("Sorted linked list");
llist.printList();
}
}
/* This code is contributed by Arnab Kundu */
输出:
Given Linked List is
10 40 53 30 67 12 89
Sorted Linked List is
10 12 30 40 53 67 89
复杂度分析:
-
时间复杂度:
O(n)
。需要一次遍历以分隔列表并将其反转。 排序列表的合并需要
O(n)
时间。 -
辅助空间:
O(1)
。不需要多余的空间。
感谢 Gaurav Ahirwar 提出了这种方法。
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