Why Floor and Ceil in Sorted Array in DSA C#?

The Big Idea

What if you could find the closest price to your budget instantly without checking every item?

The Scenario

Imagine you have a sorted list of prices for products, and you want to find the closest price that is just less than or equal to a customer's budget (floor), or the closest price that is just greater than or equal to it (ceil). Doing this by checking each price one by one is slow and tiring.

The Problem

Manually scanning the list means looking at every price until you find the right one. This takes a lot of time if the list is long. It's easy to make mistakes, like missing the closest price or going past it. This wastes time and causes frustration.

The Solution

Using the floor and ceil concept with a sorted array lets you quickly jump to the right price without checking all of them. It uses a smart way to split the list and find the closest match fast and correctly.

Before vs After

✗ Before

int floor = -1;
for (int i = 0; i < prices.Length; i++) {
  if (prices[i] <= budget) floor = prices[i];
}

✓ After

int floor = FindFloor(prices, budget);
int ceil = FindCeil(prices, budget);

What It Enables

This lets you find closest smaller or larger values instantly in sorted data, making searches lightning fast and reliable.

Real Life Example

Online stores use floor and ceil to suggest products just within or just above your budget, helping you shop smarter and faster.

Key Takeaways

Manual search is slow and error-prone for finding closest values.

Floor and ceil use sorted order to find closest smaller or larger values quickly.

This method speeds up searching and improves accuracy in many real-world tasks.

Practice

1. What does the floor of a number mean in a sorted array context?

easy

A. The average of all elements less than the number

B. The smallest element greater than or equal to the number

C. The smallest element strictly less than the number

D. The greatest element less than or equal to the number

Solution

1. Step 1: Understand floor definition in sorted array

   The floor of a number is the greatest element in the array that is less than or equal to that number.

2. Step 2: Compare options with definition

   The greatest element less than or equal to the number matches the definition exactly. Options A, B, and D do not match the floor concept.

3. Final Answer:

   The greatest element less than or equal to the number -> Option D

4. Quick Check:

   Floor = greatest ≤ number [OK]

Hint: Floor is always ≤ the target number [OK]

Common Mistakes:

• Confusing floor with ceil
• Thinking floor is strictly less than the number
• Mixing floor with average or median

2. Which of the following C# method signatures correctly represents a function to find the floor in a sorted integer array (with array as first parameter)?

easy

A. void FindFloor(int[] arr, int target)

B. int FindFloor(int[] arr, int target)

C. int FindFloor(int target, int[] arr)

D. int FindFloor(List<int> arr, string target)

Solution

1. Step 1: Check method return type and parameters

   The function should return an integer (the floor value) and accept an integer array and an integer target.

2. Step 2: Validate each option

   int FindFloor(int[] arr, int target) matches the correct signature: returns int, takes int[] and int. void FindFloor(int[] arr, int target) returns void, so no result. int FindFloor(int target, int[] arr) swaps parameters order (less common but possible). int FindFloor(List<int> arr, string target) uses wrong types (List<int> and string target).

3. Final Answer:

   int FindFloor(int[] arr, int target) -> Option B

4. Quick Check:

   Return int, params (int[], int) [OK]

Hint: Floor function returns int and takes int array, int target [OK]

Common Mistakes:

• Using void return type
• Swapping parameter order incorrectly
• Using wrong parameter types

3. What is the output of the following C# code?

int[] arr = {1, 3, 5, 7, 9};
int target = 6;
int floor = -1;
int left = 0, right = arr.Length - 1;
while (left <= right) {
  int mid = left + (right - left) / 2;
  if (arr[mid] == target) {
    floor = arr[mid];
    break;
  } else if (arr[mid] < target) {
    floor = arr[mid];
    left = mid + 1;
  } else {
    right = mid - 1;
  }
}
Console.WriteLine(floor);

medium

A. 5

B. 7

C. 6

D. -1

Solution

1. Step 1: Trace binary search for floor of 6

   Initial array: [1,3,5,7,9]. Target=6. Start left=0, right=4, floor=-1.
   mid=2 (arr[2]=5) < 6, floor=5, left=3.
   mid=3 (arr[3]=7) > 6, right=2.
   Loop ends as left > right.

2. Step 2: Final floor value

   Floor is 5, the greatest element ≤ 6.

3. Final Answer:

   5 -> Option A

4. Quick Check:

   Floor(6) in [1,3,5,7,9] = 5 [OK]

Hint: Floor is last smaller or equal element found in binary search [OK]

Common Mistakes:

• Returning 7 instead of 5
• Confusing floor with ceil
• Not updating floor inside loop

4. The following code is intended to find the ceil of a target in a sorted array but has a bug. What is the bug?

int Ceil(int[] arr, int target) {
  int left = 0, right = arr.Length - 1;
  int ceil = -1;
  while (left <= right) {
    int mid = left + (right - left) / 2;
    if (arr[mid] == target) {
      return arr[mid];
    } else if (arr[mid] > target) {
      ceil = arr[mid];
      right = mid + 1;
    } else {
      left = mid + 1;
    }
  }
  return ceil;
}

medium

A. The function should return -1 if no ceil found

B. left should be updated to mid - 1, not mid + 1

C. right should be updated to mid - 1, not mid + 1

D. ceil should be initialized to 0, not -1

Solution

1. Step 1: Analyze right pointer update in binary search

   When arr[mid] > target, we want to search left half, so right should move to mid - 1, not mid + 1.

2. Step 2: Identify impact of wrong update

   Using right = mid + 1 moves right pointer incorrectly, causing infinite loop or wrong result.

3. Final Answer:

   right should be updated to mid - 1, not mid + 1 -> Option C

4. Quick Check:

   Correct binary search halves pointers [OK]

Hint: When arr[mid] > target, move right to mid - 1 [OK]

Common Mistakes:

• Updating right pointer incorrectly
• Confusing ceil with floor logic
• Not returning correct default value

5. Given a sorted array arr = {2, 4, 6, 8, 10} and a target 5, write a C# method to return both floor and ceil values as a tuple. What should the method return?

medium

A. (4, 6)

B. (2, 4)

C. (5, 5)

D. (-1, -1)

Solution

1. Step 1: Identify floor and ceil for target 5 in array

   Array: [2,4,6,8,10]. Floor is greatest ≤ 5, which is 4. Ceil is smallest ≥ 5, which is 6.

2. Step 2: Confirm tuple return

   The method should return (floor, ceil) = (4, 6).

3. Final Answer:

   (4, 6) -> Option A

4. Quick Check:

   Floor=4, Ceil=6 for target 5 [OK]

Hint: Floor ≤ target, Ceil ≥ target; pick closest values [OK]

Common Mistakes:

• Returning target itself when not in array
• Swapping floor and ceil values
• Returning -1 when values exist