Count Inversions in Array in DSA Javascript - Cheat Sheet & Quick Revision

Recall & Review

beginner

What is an inversion in an array?

An inversion is a pair of elements where the first element is greater than the second element, but the first element appears before the second in the array.

beginner

Why do we count inversions in an array?

Counting inversions helps measure how far the array is from being sorted. More inversions mean the array is less sorted.

intermediate

Which algorithm efficiently counts inversions in O(n log n) time?

The Merge Sort based algorithm counts inversions efficiently by counting during the merge step.

intermediate

How does the merge step in merge sort help count inversions?

During merging, if an element from the right half is placed before an element from the left half, it means all remaining elements in the left half form inversions with that element.

beginner

What is the time complexity of the naive approach to count inversions?

The naive approach checks all pairs and has a time complexity of O(n²), which is slow for large arrays.

What does an inversion in an array represent?

A A pair where the first element is greater and appears before the second

B A pair where the first element is smaller and appears after the second

C Two equal elements next to each other

D Any two elements in the array

An inversion is when a bigger number comes before a smaller number in the array.

Which method counts inversions efficiently?

A Bubble Sort

B Insertion Sort

C Merge Sort

D Selection Sort

Merge Sort counts inversions during the merge step in O(n log n) time.

What is the time complexity of the naive inversion counting method?

A O(n²)

B O(n)

C O(n log n)

D O(log n)

The naive method checks all pairs, leading to O(n²) time.

During merge sort, when do we count inversions?

A After sorting completes

B When splitting the array

C Before sorting starts

D When merging two sorted halves

Inversions are counted during the merge step when elements from the right half come before left half elements.

If an array is already sorted, how many inversions does it have?

A Maximum possible

B Zero

C One

D Depends on array size

A sorted array has no inversions because no bigger element appears before a smaller one.

Explain how merge sort can be used to count inversions in an array.

Think about how merging two sorted lists can reveal inversions.

Describe the difference between the naive and efficient methods to count inversions.

Compare time complexity and approach.

Practice

1. What does the term inversion mean in the context of an array?

easy

A. A pair of elements where the first is smaller than the second and appears before it

B. A pair of elements where the first is greater than the second and appears before it

C. The total number of elements in the array

D. The sum of all elements in the array

Solution

1. Step 1: Understand the definition of inversion

   An inversion is when a larger number appears before a smaller number in the array.

2. Step 2: Compare options with the definition

   A pair of elements where the first is greater than the second and appears before it correctly describes this as a pair where the first element is greater and comes before the second.

3. Final Answer:

   A pair of elements where the first is greater than the second and appears before it -> Option B

4. Quick Check:

   Inversion = pair (i, j) with i < j and arr[i] > arr[j] [OK]

Hint: Inversion means bigger number comes before smaller one [OK]

Common Mistakes:

• Confusing inversion with sorted order
• Thinking inversion counts pairs where first is smaller
• Mixing inversion with total elements count

2. Which of the following JavaScript code snippets correctly initializes a variable to count inversions?

easy

A. int count = 0;

B. count := 0;

C. let count = 0;

D. var count == 0;

Solution

1. Step 1: Identify correct JavaScript syntax for variable initialization

   JavaScript uses let or var with = for assignment.

2. Step 2: Check each option

   let count = 0; uses let count = 0; which is correct. count := 0; uses ':=' which is not JavaScript. int count = 0; uses 'int' which is not JavaScript. var count == 0; uses '==' which is a comparison, not assignment.

3. Final Answer:

   let count = 0; -> Option C

4. Quick Check:

   Variable assignment in JS uses =, not := or == [OK]

Hint: Use let or var with = for assignment in JavaScript [OK]

Common Mistakes:

• Using ':=' instead of '='
• Using 'int' keyword from other languages
• Using '==' instead of '=' for assignment

3. What is the number of inversions in the array [2, 4, 1, 3, 5]?

medium

A. 3

B. 2

C. 4

D. 5

Solution

1. Step 1: Identify all inversion pairs in the array

   Check pairs where first element is greater and appears before second:
   - (2,1), (4,1), (4,3)

2. Step 2: Count the total inversions

   There are 3 such pairs.

3. Final Answer:

   3 -> Option A

4. Quick Check:

   Pairs (2,1), (4,1), (4,3) = 3 inversions [OK]

Hint: Count pairs where earlier number is bigger than later [OK]

Common Mistakes:

• Counting pairs where first is smaller
• Missing some inversion pairs
• Counting total pairs instead of inversions

4. Consider this code snippet to count inversions:

function countInversions(arr) {
  let count = 0;
  for (let i = 0; i < arr.length; i++) {
    for (let j = i + 1; j < arr.length; j++) {
      if (arr[i] < arr[j]) {
        count++;
      }
    }
  }
  return count;
}

What is the error in this code?

medium

A. The function should return arr.length instead of count

B. The inner loop should start from j = 0

C. The count variable should be initialized inside the loops

D. The comparison should be arr[i] > arr[j] to count inversions

Solution

1. Step 1: Understand the inversion condition

   An inversion is when arr[i] > arr[j] and i < j, but code checks arr[i] < arr[j].

2. Step 2: Identify the fix

   The comparison should be changed to arr[i] > arr[j] to count inversions correctly.

3. Final Answer:

   The comparison should be arr[i] > arr[j] to count inversions -> Option D

4. Quick Check:

   Inversion means first element bigger, so use > [OK]

Hint: Use > to detect inversion pairs, not < [OK]

Common Mistakes:

• Using < instead of > in condition
• Starting inner loop from 0 instead of i+1
• Resetting count inside loops

5. Given the array [8, 4, 2, 1], which approach will efficiently count the number of inversions?

hard

A. Sort the array and count inversions during merge (O(n log n) time)

B. Count inversions by summing all elements

C. Use a nested loop to compare all pairs (O(n²) time)

D. Use a hash map to store counts of elements

Solution

1. Step 1: Understand the problem size and efficiency

   For larger arrays, nested loops (O(n²)) are slow. Merge sort based counting is efficient (O(n log n)).

2. Step 2: Identify the best approach

   Counting inversions during merge sort is a classic efficient method.

3. Final Answer:

   Sort the array and count inversions during merge (O(n log n) time) -> Option A

4. Quick Check:

   Merge sort inversion count = efficient O(n log n) [OK]

Hint: Use merge sort to count inversions efficiently [OK]

Common Mistakes:

• Using nested loops for large arrays causing slow performance
• Trying to sum elements instead of counting pairs
• Using hash maps which don't help count inversions