Four Sum Problem All Unique Quadruplets in DSA C - Cheat Sheet & Quick Revision

Recall & Review

beginner

What is the Four Sum problem?

The Four Sum problem asks to find all unique groups of four numbers in an array that add up to a given target sum.

beginner

Why do we sort the array before solving the Four Sum problem?

Sorting helps to efficiently skip duplicates and use the two-pointer technique to find pairs that sum to a target.

intermediate

What technique is commonly used to find quadruplets in the Four Sum problem?

We use nested loops for the first two numbers and then two pointers to find the remaining two numbers that complete the quadruplet.

intermediate

How do you avoid duplicate quadruplets in the Four Sum problem?

Skip over numbers that are the same as the previous number at each step of the loops and pointers to ensure unique quadruplets.

intermediate

What is the time complexity of the Four Sum solution using sorting and two pointers?

The time complexity is O(n^3) because of two nested loops and a two-pointer scan inside them.

What is the first step before applying the two-pointer technique in Four Sum?

A Reverse the array

B Sort the array

C Remove duplicates

D Use a hash map

Sorting the array helps to efficiently find pairs and skip duplicates.

How many nested loops are used before applying two pointers in Four Sum?

A Two

B One

C Three

D None

Two nested loops fix the first two numbers, then two pointers find the other two.

What is the main reason to skip duplicate numbers in Four Sum?

A To reduce time complexity

B To use less memory

C To avoid duplicate quadruplets

D To sort faster

Skipping duplicates ensures only unique quadruplets are included.

Which data structure is primarily used to store the final quadruplets?

A Array or list

B Stack

C Queue

D Tree

Quadruplets are stored in a list or array for output.

What is the overall time complexity of the Four Sum solution?

A O(n^2)

B O(n^4)

C O(n log n)

D O(n^3)

The solution uses two nested loops and two pointers, resulting in O(n^3) time.

Explain step-by-step how to find all unique quadruplets that sum to a target in an array.

Think about fixing two numbers and searching for pairs with two pointers.

Describe how skipping duplicates works in the Four Sum problem and why it is important.

Duplicates appear when consecutive numbers are equal after sorting.

Practice

1. What is the main goal of the Four Sum Problem in data structures and algorithms?

easy

A. Find the maximum element in the array

B. Sort the array in ascending order

C. Find all unique quadruplets in an array that sum up to a target value

D. Count the number of pairs with a given sum

Solution

1. Step 1: Understand the problem statement

   The Four Sum Problem asks to find four numbers in an array whose sum equals a target value.

2. Step 2: Identify the expected output

   We want all unique sets of four numbers (quadruplets) that add up to the target.

3. Final Answer:

   Find all unique quadruplets in an array that sum up to a target value -> Option C

4. Quick Check:

   Four Sum = unique quadruplets with target sum [OK]

Hint: Look for four numbers adding to target, not just pairs [OK]

Common Mistakes:

• Confusing with two or three sum problems
• Ignoring uniqueness of quadruplets
• Trying to find maximum or minimum instead of sum

2. Which of the following code snippets correctly initializes the array and target for the Four Sum problem in C?

easy

A. int nums[] = [1, 0, -1, 0, -2, 2]; int target = 0;

B. int nums = {1, 0, -1, 0, -2, 2}; int target = 0;

C. int nums[] = (1, 0, -1, 0, -2, 2); int target = 0;

D. int nums[] = {1, 0, -1, 0, -2, 2}; int target = 0;

Solution

1. Step 1: Check array initialization syntax in C

   Arrays in C are initialized with curly braces {} and square brackets [] for declaration.

2. Step 2: Validate each option

   int nums[] = {1, 0, -1, 0, -2, 2}; int target = 0; uses correct syntax: int nums[] = { ... }; int nums = {1, 0, -1, 0, -2, 2}; int target = 0; misses brackets, C uses parentheses, D uses square brackets incorrectly.

3. Final Answer:

   int nums[] = {1, 0, -1, 0, -2, 2}; int target = 0; -> Option D

4. Quick Check:

   Correct C array syntax = int nums[] = {1, 0, -1, 0, -2, 2}; int target = 0; [OK]

Hint: Use curly braces {} to initialize arrays in C [OK]

Common Mistakes:

• Using parentheses () instead of braces {}
• Missing square brackets [] in declaration
• Using square brackets [] for initialization

3. Given the following C code snippet, what will be the printed output for the quadruplets found?

int nums[] = {1, 0, -1, 0, -2, 2};
int target = 0;
// Assume function fourSum returns all unique quadruplets
// and prints them as quadruplets separated by spaces
// Output format: a b c d\n for each quadruplet
fourSum(nums, 6, target);

medium

A. 1 0 -1 0
-2 2 0 0
-1 1 0 0

B. -2 -1 1 2
-2 0 0 2
-1 0 0 1

C. -2 -1 0 1
-2 0 0 2
-1 0 1 2

D. No quadruplets found

Solution

1. Step 1: Sort the array

   Sorted nums = [-2, -1, 0, 0, 1, 2]

2. Step 2: Find all unique quadruplets summing to 0

   Quadruplets are [-2, -1, 1, 2], [-2, 0, 0, 2], and [-1, 0, 0, 1].

3. Final Answer:

   -2 -1 1 2 -2 0 0 2 -1 0 0 1 -> Option B

4. Quick Check:

   Sum of each quadruplet = 0 [OK]

Hint: Sort array first, then use two pointers for pairs [OK]

Common Mistakes:

• Not sorting array before processing
• Including duplicate quadruplets
• Incorrect sum calculation

4. Identify the bug in the following C code snippet for the Four Sum problem:

void fourSum(int* nums, int numsSize, int target) {
    for (int i = 0; i < numsSize - 3; i++) {
        for (int j = i + 1; j < numsSize - 2; j++) {
            int left = j + 1, right = numsSize - 1;
            while (left < right) {
                int sum = nums[i] + nums[j] + nums[left] + nums[right];
                if (sum == target) {
                    printf("%d %d %d %d\n", nums[i], nums[j], nums[left], nums[right]);
                    left++;
                    right--;
                } else if (sum < target) {
                    left++;
                } else {
                    right--;
                }
            }
        }
    }
}

medium

A. No check to skip duplicate quadruplets causing repeated outputs

B. Incorrect initialization of left and right pointers

C. Wrong loop ranges causing out-of-bounds access

D. Missing return statement in void function

Solution

1. Step 1: Analyze duplicate handling

   The code prints quadruplets but does not skip duplicates, so repeated quadruplets appear.

2. Step 2: Check other parts

   Left and right pointers are correctly initialized; loop ranges are valid; return statement is not needed in void function.

3. Final Answer:

   No check to skip duplicate quadruplets causing repeated outputs -> Option A

4. Quick Check:

   Duplicates not skipped = No check to skip duplicate quadruplets causing repeated outputs [OK]

Hint: Skip duplicates after finding quadruplets to avoid repeats [OK]

Common Mistakes:

• Not skipping duplicates for i, j, left, right
• Incorrect pointer updates causing infinite loops
• Accessing array out of bounds

5. You are given an array nums = {2, 2, 2, 2, 2} and target 8. How many unique quadruplets sum to the target, and what are they?

hard

A. 1 quadruplet: [2, 2, 2, 2]

B. 5 quadruplets: all combinations of 2's

C. 0 quadruplets: no unique quadruplets

D. 4 quadruplets: different indices but same values

Solution

1. Step 1: Understand array and target

   All elements are 2, target is 8, so quadruplet sum must be 2+2+2+2=8.

2. Step 2: Count unique quadruplets

   Even though multiple indices exist, the quadruplet values are the same, so only one unique quadruplet exists: [2, 2, 2, 2].

3. Final Answer:

   1 quadruplet: [2, 2, 2, 2] -> Option A

4. Quick Check:

   Sum 2+2+2+2=8 unique quadruplet [OK]

Hint: Same values quadruplet counts as one unique quadruplet [OK]

Common Mistakes:

• Counting quadruplets by indices, not unique values
• Assuming multiple quadruplets due to duplicates
• Ignoring uniqueness condition