Why Minimum Number of Platforms in DSA C?

The Big Idea

Discover how a simple sorting trick can solve the chaos of train platform assignments!

The Scenario

Imagine a busy train station where many trains arrive and depart at different times. You need to assign platforms so that no two trains are on the same platform at the same time.

Without a clear method, you try to check each train's arrival and departure manually to find how many platforms are needed.

The Problem

Manually checking each train's schedule is slow and confusing. You might miss overlapping times or count platforms incorrectly.

This leads to mistakes like assigning too few platforms, causing trains to wait, or too many, wasting space.

The Solution

The Minimum Number of Platforms concept helps by sorting arrival and departure times separately and then counting overlaps efficiently.

This way, you quickly find the exact number of platforms needed without confusion or errors.

Before vs After

✗ Before

int countPlatforms(int arrivals[], int departures[], int n) {
    int platforms = 0;
    for (int i = 0; i < n; i++) {
        int needed = 1;
        for (int j = 0; j < n; j++) {
            if (i != j && arrivals[j] < departures[i] && departures[j] > arrivals[i]) {
                needed++;
            }
        }
        if (needed > platforms) platforms = needed;
    }
    return platforms;
}

✓ After

int findMinPlatforms(int arrivals[], int departures[], int n) {
    sort(arrivals, arrivals + n);
    sort(departures, departures + n);
    int platform_needed = 1, max_platforms = 1;
    int i = 1, j = 0;
    while (i < n && j < n) {
        if (arrivals[i] <= departures[j]) {
            platform_needed++;
            i++;
            if (platform_needed > max_platforms) max_platforms = platform_needed;
        } else {
            platform_needed--;
            j++;
        }
    }
    return max_platforms;
}

What It Enables

This concept enables efficient scheduling and resource allocation in busy systems like train stations, airports, or server task management.

Real Life Example

Railway stations use this method to decide how many platforms are needed so trains can arrive and depart smoothly without delays.

Key Takeaways

Manual checking of overlapping train times is slow and error-prone.

Sorting arrivals and departures separately helps count overlaps efficiently.

Minimum Number of Platforms gives the exact number of platforms needed to avoid conflicts.

Practice

1. What does the problem "Minimum Number of Platforms" ask you to find given train arrival and departure times?

easy

A. The earliest train arrival time

B. The minimum number of platforms needed so no train waits

C. The total number of trains arriving in a day

D. The maximum number of trains arriving at the same time

Solution

1. Step 1: Understand the problem goal

   The problem asks for the minimum number of platforms required so that no train has to wait for another to leave.

2. Step 2: Clarify what is being counted

   We count how many trains overlap in time, which determines how many platforms are needed simultaneously.

3. Final Answer:

   The minimum number of platforms needed so no train waits -> Option B

4. Quick Check:

   Minimum platforms = max trains overlapping [OK]

Hint: Count overlapping trains to find minimum platforms needed [OK]

Common Mistakes:

• Confusing total trains with platforms needed
• Ignoring overlapping times
• Counting only arrivals or departures

2. Which of the following C code snippets correctly declares arrays for train arrival and departure times for 5 trains?

easy

A. int arrival[5] = {900, 940, 950, 1100, 1500}; int departure[5] = {910, 1200, 1120, 1130, 1900};

B. int arrival = {900, 940, 950, 1100, 1500}; int departure = {910, 1200, 1120, 1130, 1900};

C. int arrival[5] = (900, 940, 950, 1100, 1500); int departure[5] = (910, 1200, 1120, 1130, 1900);

D. int arrival[] = 900, 940, 950, 1100, 1500; int departure[] = 910, 1200, 1120, 1130, 1900;

Solution

1. Step 1: Check array declaration syntax in C

   Arrays must be declared with size or empty brackets and initialized with curly braces {}.

2. Step 2: Validate each option

   int arrival[5] = {900, 940, 950, 1100, 1500}; int departure[5] = {910, 1200, 1120, 1130, 1900}; uses correct syntax with size and braces. Others use incorrect syntax like parentheses or missing braces.

3. Final Answer:

   int arrival[5] = {900, 940, 950, 1100, 1500}; int departure[5] = {910, 1200, 1120, 1130, 1900}; -> Option A

4. Quick Check:

   Arrays use {} with size or empty brackets [OK]

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

Common Mistakes:

• Using parentheses () instead of braces {}
• Missing array size or empty brackets
• Assigning values without braces

3. Given arrival times {900, 940, 950, 1100, 1500} and departure times {910, 1200, 1120, 1130, 1900}, what is the minimum number of platforms needed? Consider the following code snippet:

int arrival[] = {900, 940, 950, 1100, 1500};
int departure[] = {910, 1200, 1120, 1130, 1900};
int n = 5;

// Assume arrays are sorted
int i = 1, j = 0, platforms = 1, result = 1;
while (i < n && j < n) {
  if (arrival[i] <= departure[j]) {
    platforms++;
    i++;
    if (platforms > result) result = platforms;
  } else {
    platforms--;
    j++;
  }
}
printf("%d", result);

medium

A. 4

B. 2

C. 1

D. 3

Solution

1. Step 1: Trace the platform count with given times

   Starts platforms=1 (900 arrival), i=1, j=0. 940 <= 910? No, so platforms--, j=1. Then 940 <= 1200: platforms++, i=2. 950 <= 1200: platforms++, i=3. 1100 <= 1200: platforms++, i=4 (max=3). Later departures reduce platforms.

2. Step 2: Find max platforms during iteration

   Maximum platforms reached is 3 (trains 940-1200, 950-1120, 1100-1130 overlap).

3. Final Answer:

   3 -> Option D

4. Quick Check:

   Max overlapping trains = 3 [OK]

Hint: Sort times and count overlaps to find max platforms [OK]

Common Mistakes:

• Not sorting arrival and departure arrays
• Incorrectly incrementing or decrementing platform count
• Confusing <= with < in comparisons

4. Identify the error in the following code snippet for calculating minimum platforms:

int arrival[] = {900, 940, 950, 1100, 1500};
int departure[] = {910, 1200, 1120, 1130, 1900};
int n = 5;
int i = 0, j = 0, platforms = 0, result = 0;
while (i < n && j < n) {
  if (arrival[i] < departure[j]) {
    platforms++;
    i++;
    if (platforms > result) result = platforms;
  } else {
    platforms--;
    j++;
  }
}
printf("%d", result);

medium

A. No error, code is correct

B. Initialization of platforms should start at 1

C. Loop condition should be i <= n && j <= n

D. Comparison should be arrival[i] <= departure[j]

Solution

1. Step 1: Verify initialization and first steps

   platforms=0, i=0, j=0 correct. 900 < 910: platforms=1, i=1, result=1.

2. Step 2: Check logic and trace

   940 < 910? No: platforms=0, j=1. Then 940 < 1200: platforms=1, i=2; 950<1200:2, i=3; 1100<1200:3, i=4 (max=3). Continues correctly. < handles equal times optimally.

3. Final Answer:

   No error, code is correct -> Option A

4. Quick Check:

   Code outputs 3, matching overlaps [OK]

Hint: plat=0, i=0,j=0, if arr[i] < dep[j] correctly minimizes platforms [OK]

Common Mistakes:

• Using arrival[i] <= departure[j] (overcounts on equal times)
• Initializing platforms=1 with i=0 (overcounts first arrival)
• Loop i <= n && j <= n (off-by-one)

5. You have arrival times {900, 940, 950, 1100, 1500, 1800} and departure times {910, 1200, 1120, 1130, 1900, 2000}. How would you modify the algorithm to handle trains arriving and departing at the same time (e.g., arrival[i] == departure[j]) to minimize platforms needed?

hard

A. Ignore trains with equal arrival and departure times

B. Treat arrival[i] == departure[j] as arrival first to allocate platform

C. Treat arrival[i] == departure[j] as departure first to free platform

D. Increase platform count by 2 when times are equal

Solution

1. Step 1: Understand impact of equal arrival and departure times

   If a train departs at the same time another arrives, the platform can be reused without adding a new one.

2. Step 2: Adjust comparison logic

   When arrival[i] == departure[j], count departure first to free platform before arrival increments platform count.

3. Final Answer:

   Treat arrival[i] == departure[j] as departure first to free platform -> Option C

4. Quick Check:

   Departure before arrival frees platform [OK]

Hint: Count departures before arrivals when times are equal [OK]

Common Mistakes:

• Counting arrival before departure causing extra platform
• Ignoring equal times leading to wrong count
• Adding platforms unnecessarily