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Merge Sort

By Daniel Nguyen
Published in Javascript
April 13, 2025
1 min read

Sorting is one of the most fundamental tasks in computer science, and among the many sorting algorithms out there, Merge Sort stands out for its efficiency and elegance.

In this post, we’ll break down Merge Sort in a way that’s beginner-friendly and easy to understand. By the end, you’ll know how it works, why it’s useful, and how to implement it with JavaScript.


🔍 What is Merge Sort?

Merge Sort is a divide and conquer algorithm. That means it breaks down a problem into smaller parts, solves each part, and then combines them to get the final result.

How Merge Sort Works

  1. Divide: Split the array into halves until each sub-array has only one element.
  2. Conquer: Recursively sort each half.
  3. Merge: Combine the sorted halves into a single sorted array.

🧠 Why Use Merge Sort?

FeatureMerge Sort
Time ComplexityO(n log n)
Space ComplexityO(n) (not in-place)
Stability✅ Stable (maintains order of equal elements)
Recursive✅ Yes
Best forLarge datasets, linked lists

Unlike simpler sorts like Bubble Sort (O(n²)), Merge Sort is much faster for large arrays.


🧑‍💻 Merge Sort in JavaScript

Here’s a simple and clean implementation:

function mergeSort(arr) {
if (arr.length <= 1) {
return arr;
}
const mid = Math.floor(arr.length / 2);
const left = mergeSort(arr.slice(0, mid));
const right = mergeSort(arr.slice(mid));
return merge(left, right);
}
function merge(left, right) {
const result = [];
let i = 0;
let j = 0;
while (i < left.length && j < right.length) {
if (left[i] < right[j]) {
result.push(left[i]);
i++;
} else {
result.push(right[j]);
j++;
}
}
// Add any remaining elements
return result.concat(left.slice(i)).concat(right.slice(j));
}

Example:

const unsorted = [38, 27, 43, 3, 9, 82, 10];
const sorted = mergeSort(unsorted);
console.log(sorted); // [3, 9, 10, 27, 38, 43, 82]

🧩 Visualizing Merge Sort

Think of it like a tournament bracket:

  • You split teams (numbers) into individual matches.
  • Winners from each round are merged and sorted.
  • Eventually, you get the final sorted lineup.

✅ Summary

  • Merge Sort uses a divide and conquer strategy.
  • It guarantees O(n log n) performance, even in the worst case.
  • It’s a great choice when you care about performance and stability.

Whether you’re preparing for coding interviews or building performance-critical features, Merge Sort is a fantastic tool to have in your algorithm toolkit.


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#JavascriptExercise

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Table Of Contents

1
🔍 What is Merge Sort?
2
🧠 Why Use Merge Sort?
3
🧑‍💻 Merge Sort in JavaScript
4
🧩 Visualizing Merge Sort
5
✅ Summary

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