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DSA Course: Interview Patterns and Problem Solving
Module 5: Linked List
Best Time to Buy and Sell Stock: Greedy Pattern
Maximum Subarray: Kadane Pattern
Move Zeroes: Two pointers Pattern
Contains Duplicate: Set Pattern
Valid Anagram: Frequency map Pattern
Longest Substring Without Repeating Characters: Sliding window Pattern
Valid Palindrome: Two pointers Pattern
Longest Palindromic Substring: Expand around center Pattern
Group Anagrams: Hash key Pattern
Binary Search: Classic search Pattern
Search Insert Position: Lower bound Pattern
First Bad Version: Predicate search Pattern
Search in Rotated Sorted Array: Rotated search Pattern
Find Minimum in Rotated Sorted Array: Rotated minimum Pattern
Valid Parentheses: Stack matching Pattern
Min Stack: Auxiliary stack Pattern
Daily Temperatures: Monotonic stack Pattern
Next Greater Element I: Monotonic stack Pattern
Evaluate Reverse Polish Notation: Stack evaluation Pattern
Reverse Linked List: Pointer reversal Pattern
Merge Two Sorted Lists: Dummy node Pattern
Linked List Cycle: Fast and slow pointers Pattern
Middle of the Linked List: Fast and slow pointers Pattern
Remove Nth Node From End: Two pointers Pattern
Binary Tree Traversals: DFS recursion Pattern
Maximum Depth of Binary Tree: Height recursion Pattern
Binary Tree Level Order Traversal: BFS queue Pattern
Validate Binary Search Tree: Range bounds Pattern
Lowest Common Ancestor: Recursive split Pattern
Connected Components: Adjacency DFS Pattern
Number of Islands: Grid DFS Pattern
Flood Fill: Boundary DFS Pattern
Clone Graph: Hash Map DFS Pattern
Course Schedule: Topological Sort Pattern
Union Find Components: Disjoint Set Pattern
Shortest Path in Unweighted Graph: BFS Distance Pattern
Climbing Stairs: Fibonacci DP Pattern
House Robber: Pick or Skip DP Pattern
Coin Change: Minimum Coins DP Pattern
Longest Increasing Subsequence: Binary Search DP Pattern
Longest Common Subsequence: 2D DP Pattern
0/1 Knapsack: Capacity DP Pattern
Longest Consecutive Sequence: Hash Set Pattern
Subarray Sum Equals K: Prefix Sum Hashmap Pattern
First Unique Character: Frequency Map Pattern
Find Duplicates: Frequency Map Pattern
Ransom Note: Character Availability Pattern
Sort Colors: Dutch National Flag Pattern
Next Permutation: Pivot and Suffix Reversal Pattern
Merge Intervals: Sort and Sweep Pattern
Find First and Last Position: Boundary Binary Search Pattern
Search a 2D Matrix: Flattened Binary Search Pattern
Subsets: Pick or Skip Recursion Pattern
Generate Parentheses: Valid State Backtracking Pattern
Combination Sum: Reuse Choice Backtracking Pattern
N-Queens: Constraint Backtracking Pattern
Word Search: Grid Backtracking Pattern
Kth Largest Element: Size-K Min-Heap Pattern
Top K Frequent Elements: Frequency Heap Pattern
Merge K Sorted Lists: Min-Heap Multiway Merge Pattern
Median Finder: Two Heaps Pattern
Task Scheduler: Greedy Max-Heap Pattern
Jump Game: Farthest Reach Greedy Pattern
Gas Station: Greedy Reset Pattern
Non-overlapping Intervals: Earliest End Greedy Pattern
Minimum Arrows to Burst Balloons: Interval End Greedy Pattern
Partition Labels: Last Occurrence Greedy Pattern
Single Number: XOR Cancellation Pattern
Power of Two: n and n-1 Pattern
Number of 1 Bits: Brian Kernighan Pattern
Single Number III: Rightmost Set Bit Pattern
XOR From 1 to N: Modulo Cycle Pattern
Prime Check: Square Root Trial Division Pattern
Sieve of Eratosthenes: Prime Marking Pattern
GCD: Euclidean Remainder Pattern
Binary Exponentiation: Fast Power Pattern
Modular Inverse: Extended Euclid Pattern
Implement Trie: Prefix Tree Pattern
Longest Common Prefix: Single Branch Trie Pattern
LRU Cache: Hash Map Plus Recency List Pattern
Segment Tree: Range Sum Query Pattern
Fenwick Tree: Binary Indexed Prefix Sum Pattern
CONTENTS

Middle of the Linked List: Fast and slow pointers Pattern

Find the middle node by moving one pointer twice as fast as the other.

DSA Course: Interview Patterns and Problem Solving
Module 5: Linked List
dsa
data structures and algorithms
+4
May 28, 2026
28
A

Learning Outcome

After this lesson, you should be able to use fast and slow pointers to find the middle node in one pass.

Problem Statement

Given the head of a singly linked list, return the middle node. If there are two middle nodes, return the second middle node.

InputOutputWhy
1 -> 2 -> 3 -> 4 -> 533 is the middle node.
1 -> 2 -> 3 -> 4 -> 5 -> 64There are two middles, so return the second.

Brute Force Approach

Count the number of nodes, then walk again to index n / 2.

This is correct, but it needs two passes through the list.

Optimized Approach

Move slow one step and fast two steps. When fast reaches the end, slow has moved half as many steps, so it is at the middle.

Exact Pseudocode

slow = head
fast = head
while fast is not null and fast.next is not null:
  slow = slow.next
  fast = fast.next.next
return slow

Reference Code

class Solution:
    def middleNode(self, head):
        slow = head
        fast = head

        while fast and fast.next:
            slow = slow.next
            fast = fast.next.next

        return slow

Sample Dry Run

StepslowfastMeaning
Start11Both at head
123Fast moved twice as far
235Slow reaches middle
Stop3null after next move checkReturn slow

Complexity

MeasureValueReason
TimeO(n)The list is traversed once.
SpaceO(1)Only two pointers are used.

Edge Cases

  • Single-node list returns the head.
  • Even-length list returns the second middle.
  • Empty list if platform allows it.

Interview Checklist

  • Move fast two steps and slow one step.
  • Use the loop condition fast != null and fast.next != null.
  • Know whether the problem asks for first or second middle.

FAQs

Why does slow end at the middle?

Because fast moves twice as quickly. When fast covers the full list, slow covers half.

Why does this return the second middle for even length?

The loop continues while fast can move two steps, causing slow to advance to the second middle.

What is the core pattern?

Fast and slow pointers.

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Middle of the Linked List - Fast and slow pointers Pattern Practice Quiz
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Lesson 4 of 5 in Module 5: Linked List
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Linked List Cycle: Fast and slow pointers Pattern
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Remove Nth Node From End: Two pointers Pattern
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