How do you remove a Nth node from the end of a linked list?

Delete Nth node from the end of the given linked list

Given a linked list and an integer N, the task is to delete the Nth node from the end of the given linked list.

Examples:

Input: 2 -> 3 -> 1 -> 7 -> NULL, N = 1
Output:
The created linked list is:
2 3 1 7
The linked list after deletion is:
2 3 1

Input: 1 -> 2 -> 3 -> 4 -> NULL, N = 4
Output:
The created linked list is:
1 2 3 4
The linked list after deletion is:
2 3 4

Recommended: Please try your approach on {IDE} first, before moving on to the solution.

Intuition:



Lets K be the total nodes in the linked list.

Observation : The Nthnode from the end is [K-N+1]th node from the beginning.

So the problem simplifies down to that we have to find [K-N+1]th node from the beginning.

  • One way of doing it is to find the length [K] of the linked list in one pass and then in the second pass move [K-N+1] step from the beginning to reach the Nthnode from the end.
  • To do it in one pass. Let’s take the first pointer and move N step from the beginning. Now the first pointer is [K-N+1] steps away from the last node, which is the same number of steps the second pointer require to move from the beginning to reach the Nth node from the end.

Approach:

  • Take two pointers; the first will point to the head of the linked list and the second will point to the Nth node from the beginning.
  • Now keep incrementing both the pointers by one at the same time until the second is pointing to the last node of the linked list.
  • After the operations from the previous step, the first pointer should point to the Nth node from the end now. So, delete the node the first pointer is pointing to.

Below is the implementation of the above approach:

C++




// C++ implementation of the approach
#include
using namespace std;
class LinkedList
{
public:
// Linked list Node
class Node
{
public:
int data;
Node* next;
Node[int d]
{
data = d;
next = NULL;
}
};
// Head of list
Node* head;
// Function to delete the nth node from
// the end of the given linked list
Node* deleteNode[int key]
{
// We will be using this pointer for holding
// address temporarily while we delete the node
Node *temp;
// First pointer will point to
// the head of the linked list
Node *first = head;
// Second pointer will point to the
// Nth node from the beginning
Node *second = head;
for [int i = 0; i < key; i++]
{
// If count of nodes in the given
// linked list is next == NULL]
{
// If count = N i.e.
// delete the head node
if [i == key - 1]{
temp = head;
head = head->next;
free [temp];
}
return head;
}
second = second->next;
}
// Increment both the pointers by one until
// second pointer reaches the end
while [second->next != NULL]
{
first = first->next;
second = second->next;
}
// First must be pointing to the
// Nth node from the end by now
// So, delete the node first is pointing to
temp = first->next;
first->next = first->next->next;
free [temp];
return head;
}
// Function to insert a new Node
// at front of the list
Node* push[int new_data]
{
Node* new_node = new Node[new_data];
new_node->next = head;
head = new_node;
return head;
}
// Function to print the linked list
void printList[]
{
Node* tnode = head;
while [tnode != NULL]
{
cout data] next;
}
}
};
// Driver code
int main[]
{
LinkedList* llist = new LinkedList[];
llist->head = llist->push[7];
llist->head = llist->push[1];
llist->head = llist->push[3];
llist->head = llist->push[2];
cout printList[];
int N = 1;
llist->head = llist->deleteNode[N];
cout printList[];
}
// This code is contributed by Arnab Kundu
Java




// Java implementation of the approach
class LinkedList {
// Head of list
Node head;
// Linked list Node
class Node {
int data;
Node next;
Node[int d]
{
data = d;
next = null;
}
}
// Function to delete the nth node from
// the end of the given linked list
void deleteNode[int key]
{
// First pointer will point to
// the head of the linked list
Node first = head;
// Second pointer will point to the
// Nth node from the beginning
Node second = head;
for [int i = 0; i < key; i++] {
// If count of nodes in the given
// linked list is next = head
2] Then we will use the recursion stack to keep track of elements that are being pushed in recursion calls.
3] While popping the elements from recursion stack, we will decrement the N[position of target node from the end of linked list] i.e, N = N-1.
4] When we reach [N==0] that means we have reached at the target node,
5] But here is the catch, to delete the target node we require its previous node,
6] So we will now stop when [N==-1] i.e, we reached the previous node.
7] Now it is very simple to delete the node by using previousNode->next = previousNode->next->next.

C++




// C++ implementation of the approach
// Code is contributed by Paras Saini
#include
using namespace std;
class LinkedList {
public:
int val;
LinkedList* next;
LinkedList[]
{
this->next = NULL;
this->val = 0;
}
LinkedList[int val]
{
this->next = NULL;
this->val = val;
}
LinkedList* addNode[int val]
{
if [this == NULL] {
return new LinkedList[val];
}
else {
LinkedList* ptr = this;
while [ptr->next] {
ptr = ptr->next;
}
ptr->next = new LinkedList[val];
return this;
}
}
void removeNthNodeFromEndHelper[LinkedList* head,
int& n]
{
if [!head]
return;
// Adding the elements in the recursion
// stack
removeNthNodeFromEndHelper[head->next, n];
// Popping the elements from recursion stack
n -= 1;
// If we reach the previous of target node
if [n == -1]{
LinkedList* temp = head->next;
head->next = head->next->next;
free [temp];
}
}
LinkedList* removeNthNodeFromEnd[int n]
{
// return NULL if we have NULL head or only
// one node.
if [!this or !this->next]
return NULL;
// Create a dummy node and point its next to
// head.
LinkedList* dummy = new LinkedList[];
dummy->next = this;
// Call function to remove Nth node from end
removeNthNodeFromEndHelper[dummy, n];
// Return new head i.e, dummy->next
return dummy->next;
}
void printLinkedList[]
{
if [!this] {
cout addNode[3];
head = head->addNode[4];
head = head->addNode[5];
head->printLinkedList[]; // Print: 1 2 3 4 5
head = head->removeNthNodeFromEnd[2];
printOutput[head]; // Output: 1 2 3 5
}
void testCase2[]
{
// Important Edge Case, where linkedList [1]
// and n=1,
LinkedList* head = new LinkedList[1];
head->printLinkedList[]; // Print: 1
head = head->removeNthNodeFromEnd[2];
printOutput[head]; // Output: Empty Linked List
}
void testCase3[]
{
LinkedList* head = new LinkedList[1];
head = head->addNode[2];
head->printLinkedList[]; // Print: 1 2
head = head->removeNthNodeFromEnd[1];
printOutput[head]; // Output: 1
}
public:
void executeTestCases[]
{
testCase1[];
testCase2[];
testCase3[];
}
};
int main[]
{
TestCase testCase;
testCase.executeTestCases[];
return 0;
}
Output 1 2 3 4 5 1 2 3 5 1 Empty Linked List 1 2 1

Two Pointer Approach – Slow and Fast Pointers

This problem can be solved by using two pointer approach as below:

  • Take two pointers – fast and slow. And initialize their values as head node
  • Iterate fast pointer till the value of n.
  • Now, start iteration of fast pointer till the None value of the linked list. Also, iterate slow pointer.
  • Hence, once the fast pointer will reach to the end the slow pointer will reach the node which you want to delete.
  • Replace the next node of the slow pointer with the next to next node of the slow pointer.
Python




class Node:
def __init__[self, data]:
self.data = data
self.next = None
class LinkedList:
def __init__[self]:
self.head = None
def push[self, data]:
new_node = Node[data]
new_node.next = self.head
self.head = new_node
def display[self]:
temp = self.head
while temp != None:
print[temp.data]
temp = temp.next
def deleteNthNodeFromEnd[self, head, n]:
fast = head
slow = head
for _ in range[n]:
fast = fast.next
if not fast:
return head.next
while fast.next:
fast = fast.next
slow = slow.next
slow.next = slow.next.next
return head
if __name__ == '__main__':
l = LinkedList[]
l.push[5]
l.push[4]
l.push[3]
l.push[2]
l.push[1]
print['***** Linked List Before deletion *****']
l.display[]
print['************** Delete nth Node from the End *****']
l.deleteNthNodeFromEnd[l.head, 2]
print['*********** Linked List after Deletion *****']
l.display[]
Output ***** Linked List Before deletion ***** 1 2 3 4 5 ************** Delete nth Node from the End ***** *********** Linked List after Deletion ***** 1 2 3 5

Time complexity: O[n]




Article Tags :
Linked List
Delete a Linked List
Traversal
Practice Tags :
Linked List
Traversal
Read Full Article

Remove Nth node from end of the Linked List

Given a linked list. The task is to remove the Nth node from the end of the linked list.

Examples:

Input : 1->2->3->4->5 , N = 2
Output : 1->2->3->5

Input : 7->8->4->3->2 , N = 1
Output : 7->8->4->3

Recommended: Please try your approach on {IDE} first, before moving on to the solution.

Prerequisites:
1. Delete a node from the linked list.
2. Find the nth node from the end of the linked list
Approach:
Deleting the Bth node from last is basically the same as deleting [length-B+1] from the start. In our approach, first, we evaluate the length of the linked list, then check



  • If length < B, then we can’t remove the node
  • If length = B, then return head->next
  • If length > B, then it means we have to delete the intermediate node, we will delete this node and make its prev node point to the next node of the deleted node.
C




// C program to delete nth node from last
#include
#include
// Structure of node
struct Node {
int data;
struct Node* next;
};
// Function to insert node in a linked list
struct Node* create[struct Node* head, int x]
{
struct Node *temp, *ptr = head;
temp = [struct Node*]malloc[sizeof[struct Node]];
temp->data = x;
temp->next = NULL;
if [head == NULL]
head = temp;
else {
while [ptr->next != NULL] {
ptr = ptr->next;
}
ptr->next = temp;
}
return head;
}
// Function to remove nth node from last
struct Node* removeNthFromEnd[struct Node* head, int B]
{
// To store length of the linked list
int len = 0;
struct Node* tmp = head;
while [tmp != NULL] {
len++;
tmp = tmp->next;
}
// B > length, then we can't remove node
if [B > len]
{
printf[ "Length of the linked list is %d",len ];
printf[ " we can't remove %dth node from the",B];
printf[" linked list\n"];
return head;
}
// We need to remove head node
else if [B == len] {
// Return head->next
return head->next;
}
else
{
// Remove len - B th node from starting
int diff = len - B;
struct Node* prev= NULL;
struct Node* curr = head;
for[int i = 0;i < diff;i++]{
prev = curr;
curr = curr->next;
}
prev->next = curr->next;
return head;
}
}
// This function prints contents of linked
// list starting from the given node
void display[struct Node* head]
{
struct Node* temp = head;
while [temp != NULL] {
printf["%d ",temp->data];
temp = temp->next;
}
printf["\n"];
}
// Driver code
int main[]
{
struct Node* head = NULL;
head = create[head, 1];
head = create[head, 2];
head = create[head, 3];
head = create[head, 4];
head = create[head, 5];
int n = 2;
printf["Linked list before modification: \n"];
display[head];
head = removeNthFromEnd[head, 2];
printf["Linked list after modification: \n"];
display[head];
return 0;
}
C++




// CPP program to delete nth node from last
#include
using namespace std;
// Structure of node
struct Node {
int data;
struct Node* next;
};
// Function to insert node in a linked list
struct Node* create[struct Node* head, int x]
{
struct Node *temp, *ptr = head;
temp = new Node[];
temp->data = x;
temp->next = NULL;
if [head == NULL]
head = temp;
else {
while [ptr->next != NULL] {
ptr = ptr->next;
}
ptr->next = temp;
}
return head;
}
// Function to remove nth node from last
Node* removeNthFromEnd[Node* head, int B]
{
// To store length of the linked list
int len = 0;
Node* tmp = head;
while [tmp != NULL] {
len++;
tmp = tmp->next;
}
// B > length, then we can't remove node
if [B > len]
{
cout len] {
document.write["Length of the linked list is " + len];
document.write[" we can't remove " + B + "th node from the"];
document.write[" linked list\n"];
return head;
}
// We need to remove head node
else if [B == len] {
// Return head.next
return head.next;
}
else {
// Remove len - B th node from starting
var diff = len - B;
var prev = null;
var curr = head;
for [i = 0; i < diff; i++] {
prev = curr;
curr = curr.next;
}
prev.next = curr.next;
return head;
}
}
// This function prints contents of linked
// list starting from the given node
function display[head] {
var temp = head;
while [temp != null] {
document.write[temp.data + " "];
temp = temp.next;
}
document.write["
"];
}
// Driver code
var head = null;
head = create[head, 1];
head = create[head, 2];
head = create[head, 3];
head = create[head, 4];
head = create[head, 5];
var n = 2;
document.write["Linked list before modification:
"];
display[head];
head = removeNthFromEnd[head, 2];
document.write["Linked list after modification:
"];
display[head];
// This code contributed by Rajput-Ji
Output Linked list before modification: 1 2 3 4 5 Linked list after modification: 1 2 3 5

Another Approach: Two Pointer Approach
Deleting the Bth node from last is basically the same as deleting [length-B+1] from the start. In our approach, we will define 2 pointers, fast pointer and slow pointer.
Algorithm:

  1. Take two Node slowPtr and fastPtr, such that next points to the head
  2. Take one Node to store the head, initially it’s a dummy node[start], and the next of the node will be pointing to the head. The dummy node is taken to handle the edge case where B=N[size of the LinkedList]
  3. Start traversing until the fast pointer reaches the nth node
    for[int i = 0; i < B; i++]{
    fastPtr = fastPtr->next;
    }
  4. Start traversing by one step both of the pointers until the fast pointers reach the end
    while[fastPtr->next != NULL]
    {
    fastPtr = fastPtr->next;
    slowPtr = slowPtr->next;
    }
  5. When the traversal is done, delete the next node to slowPtr
    slow->next = slow->next->next;
  6. Return the next of start
    return start->next;
C++




// CPP program to delete nth node from last
#include
using namespace std;
// Structure of node
struct Node {
int data;
struct Node* next;
};
// Function to insert node in a linked list
struct Node* create[struct Node* head, int x]
{
struct Node *temp, *ptr = head;
temp = new Node[];
temp->data = x;
temp->next = NULL;
if [head == NULL]
head = temp;
else {
while [ptr->next != NULL] {
ptr = ptr->next;
}
ptr->next = temp;
}
return head;
}
// Function to remove nth node from last
Node* removeNthFromEnd[Node* head, int B]
{
Node *start = new Node[];
start -> next = head;
Node* fastPtr = start;
Node* slowPtr = start;
// Traverse the LinkedList B times
for[int i = 0; i < B; i++]{
fastPtr = fastPtr->next;
}
//Increase the slow pointer
while[fastPtr->next != NULL]
{
fastPtr = fastPtr->next;
slowPtr = slowPtr->next;
}
//Deletion step
slowPtr->next = slowPtr->next->next;
//Return head
return start->next;
}
// This function prints contents of linked
// list starting from the given node
void display[struct Node* head]
{
struct Node* temp = head;
while [temp != NULL] {
cout data next;
}
cout 9, n=2 Output: 2->6->9

Example 2

Input: 1->2->3->4, n=4 Output: 2->3->4

Example 3

Input: 4->9->1->2, n=1 Output: 4->9->1

The node structure given to you will be→

class ListNode { int val; ListNode next; ListNode[int x] { val = x } }

Solutions

We will be discussing three different solutions

  1. Using Auxillary Space — By saving each node in an array
  2. Making two passes through the list — remove the length- nth from the beginning.
  3. Making one pass through the list — Using fast and slow pointers.

1. Using Auxillary Space

If we could save all the nodes in the array then, we could just remove the pointer of the [length-n-1]th node next to its next.next. In this way the nth node would be removed.

Pseudo Code
ListNode removeNthFromEnd[ListNode head, int n] { ListNode list[] ListNode curr = head while[curr!=null]{ list.append[curr] curr = curr.next } int size = size[list] if[size > 1]{ if[size > n]{ ListNode prev = list[size-n-1] ListNode next = null if[n > 1]{ next = list[size-n+1] } prev.next = next; } else { head = list[1] } return head } return null }
Complexity Analysis

Time Complexity — O[n]

Space Complexity — O[n]

Critical Ideas to Thnik
  • Why we are storing each node in an array?
  • What will we return if the given value of n is 1?
  • Why did we set the list[size-n-1]th node next pointer with list[size-n+1] ?

2. Making two passes through the list

You can conclude from the previous approach that we don’t actually need to store the nodes in the array as we only need the length — nth node.

So, we could say that the problem is simply reduced to: Remove the [L−n+1] th node from the beginning in the list, where L is the list length.

Solution Step
  • Create a “dummy” node, which points to the list head.
  • On the first pass, we find the list length L.
  • Set a pointer to the dummy node and start to move it through the list until it comes to the [L−n]th node.
  • Relink the next pointer of the [L−n]th node to the [L−n+2]th node.
Pseudo Code
ListNode removeNthFromEnd[ListNode head, int n] { ListNode curr = head int end_index = 0 while[curr] { end_index += 1 curr = curr->next; } index_to_remove = end_index - n i = 0 curr = head ListNode prev = nullptr while[i < index_to_remove] { prev = curr curr = curr.next i += 1 } if[curr == head] { head = head.next } else if[prev] { prev.next = curr.next } delete curr return head }
Complexity Analysis

Time complexity: O[L] where L is the length of the linked list.

Space complexity: O[1]

Critical Ideas to Think
  • What information about the list does the first pass give us?
  • What does the prev pointer represent here?
  • Can you dry run the above pseudo code with the above examples?

3. Making a single pass through the list

We could optimize the above approach where we only need a one-time traversal of the linked list. We could create two pointers, namely slow and a fast pointer pointing to the nodes that are n nodes apart from each other.

The fast pointer advances the list by n+1 steps from the beginning, while the slow pointer starts from the beginning of the list separating them by n nodes. We maintain this constant gap by advancing both pointers together until the fast pointer arrives past the last node. The slow pointer will be pointing at the nth node counting from the last. We relink the next pointer of the node referenced by the second pointer to point to the node’s next to the next node.

Solution steps
  • Create a fast and slow pointer pointing to n-1th and 0th node of the linked list
  • Start iterating over the linked list while updating the slow and fast pointers to its next.
  • When the loop terminates, then the fast pointer would be pointing to the last node and slow would be pointing to n-1th from the last node.
  • Set the next of slow pointer to its next of next
  • Now return the head.
Pseudo Code
ListNode* removeNthFromEnd[ListNode* head, int n] { ListNode fast = head ListNode dummy dummy->next = head ListNode slow = dummy int step_ahead = 0 while[step_ahead < n-1]{ fast = fast.next step_ahead += 1 } while[fast->next!=NULL]{ slow = slow.next fast = fast.next } //slow points to the node before target slow->next = slow->next->next return dummy->next }
Complexity Analysis

Time complexity: O[L] where L is the length of the linked list.

Space complexity: O[1]

Critical Ideas to Think
  • What did we initialize the fast and slow pointers with and why?
  • How does the algorithm work if the given value of n is 1?
  • Can you dry run this algorithm for the above example and point out the difference between the single pass and double pass algorithms?

Comparison of Different Solutions

Suggested problems to Solve

  • K reverse linked list
  • Reverse a Link List
  • Delete a Doubly Linked List node at a given position
  • Recursively delete a kth node from a linked list

If you have any more approaches or you find an error/bug in the above solutions, please comment down below.

Happy Coding! Enjoy Algorithms!

Introduction to Linked List

A linked list is a dynamic linear data structure in which elements form a sequence of nodes and each node is linked to another using pointers.
This data structure is known for efficient insertions and deletions from any position, but has costly access times.

There are 4 types of linked lists each having is own uses and applications, these are, singly linked lists, doubly linked lists, circular linked lists and doubly circular linked lists.
You can read more on these on the link provided at the end of this post.

Here we shall cover removing nth node from the end of a singly linked list but first we need to discuss the structure of a singly linked list to gain some insight on how we can perfom the operation.

Singly linked list structure.

The head node which denotes the begining of the list.
A node contains data field and pointer to next node called next.
The last node of a singly linked list next pointer points to null denoting that it is the node marking the end of the list.

Before we start solving this problem we need to understand how deleting a node in a linked list actually works.

Here are the procedures pictorially.

Deleting first node

  1. Make head pointer point to next node after head.
  2. Free memory of head node.

Deleting middle nodes

  1. Traverse to the previous node before the node pending deletion.
  2. Make next pointer of previous node to point to node after the node to be deleted which exculdes the deleted node.
  3. Free memory of deleted node.

Deleting last node

  1. Traverse to the second last node in linked list.
  2. Make its next pointer point to null denoting end of the list.
  3. Free memory of deleted node.

Now having that in mind we can delete nth node from end of list.

Solving problem programmatically:
Inputs: pointer to head of linked list, n denoting nth element from end.
Output: pointer to head of linked list without nth element from end.

We can solve it in couple of ways, i shall be discussing two approaches.

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