Task Scheduler - Array - Medium - LeetCode
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Task Scheduler - Array - Medium - LeetCode

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  • 1The Task Scheduler problem requires scheduling tasks with a cooldown period between identical tasks to minimize total execution time.
  • 2The least number of time units needed is calculated based on the frequency of tasks and the cooldown period.
  • 3The solution involves determining the maximum frequency of tasks and adjusting the schedule accordingly to account for idle times.

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"The Task Scheduler problem requires scheduling tasks with a cooldown period between identical tasks to minimize total execution time."

Task Scheduler - Array - Medium - LeetCode

Given a characters array tasks, representing the tasks a CPU needs to do, where each letter represents a different task. Tasks could be done in any order. Each task is done in one unit of time. For each unit of time, the CPU could complete either one task or just be idle.

However, there is a non-negative integer n that represents the cooldown period between two same tasks (the same letter in the array), that is that there must be at least n units of time between any two same tasks.

Return the least number of units of times that the CPU will take to finish all the given tasks.

Example 1:

Input: tasks = ["A","A","A","B","B","B"], n = 2 Output: 8 Explanation: A -> B -> idle -> A -> B -> idle -> A -> B There is at least 2 units of time between any two same tasks. Example 2:

Input: tasks = ["A","A","A","B","B","B"], n = 0 Output: 6 Explanation: On this case any permutation of size 6 would work since n = 0. ["A","A","A","B","B","B"] ["A","B","A","B","A","B"] ["B","B","B","A","A","A"] ... And so on. Example 3:

Input: tasks = ["A","A","A","A","A","A","B","C","D","E","F","G"], n = 2 Output: 16 Explanation: One possible solution is A -> B -> C -> A -> D -> E -> A -> F -> G -> A -> idle -> idle -> A -> idle -> idle -> A

Constraints:

1 <= task.length <= 104 tasks[i] is upper-case English letter. The integer n is in the range [0, 100].

public class Solution {
 public int LeastInterval(char[] tasks, int n) {
 int maxFreq = 0;
 int interval = 0;
 int cnt = 0;
 var map = new Dictionary<char, int>();
 
 // Find the max frequency that any task can have 
 foreach(char t in tasks)
 {
 if(map.ContainsKey(t))
 map[t]++;
 else
 map.Add(t, 1);
 
 maxFreq = Math.Max(maxFreq, map[t]);
 }
 
 // Find the number of tasks that have the max frequency
 foreach(var kv in map)
 {
 if(map[kv.Key] == maxFreq)
 cnt++;
 }
 
 // maxFreq - 1: blocks needed to allocate the first maxFreq-1 most-frequent task
 // n + 1: each block needs n+1 spaces due the the cooling interval.
 // cnt: Size of last block = number of most-frequent tasks
 interval = (maxFreq - 1) * (n + 1) + cnt;
 
 return interval < tasks.Length? tasks.Length : interval;
 }
}

Time Complexity: O(n)

Space Complexity: O(n)

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sumitc91

Published on 9 January 2021 · 2 min read · 389 words

Part of AskGif Blog · coding

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Task Scheduler - Array - Medium - LeetCode | AskGif Blog