Smallest Range Covering Elements from K Lists in C++

C++Server Side ProgrammingProgramming

Suppose we have k lists of sorted integers. We have to search the smallest range that includes at least one number from each of the k lists. Here the range [a,b] is smaller than range [c,d] when b-a < d-c or a < c if b-a == d-c.

So if the input is like [[4,10,15,25,26],[0,9,14,20],[5,18,24,30]], then the output will be [14, 18]

To solve this, we will follow these steps −

  • minRange := inf, maxRange := -inf, rangeSize := inf, tempMinRange := inf, tempMaxRange := -inf
  • n := size of nums
  • Define an array pointers of size n
  • make a priority queue pq
  • for initialize i := 0, when i < n, update (increase i by 1), do −
    • insert { nums[i, 0], i } into pq
    • tempMaxRange := maximum of tempMaxRange and nums[i, 0]
  • while 1 is non-zero, do −
    • Define one pair temp := top of pq
    • delete element from pq
    • tempMinRange := temp.first
    • idx := second element of temp
    • if tempMaxRange − tempMinRange < rangeSize, then −
      • rangeSize := tempMaxRange - tempMinRange
      • minRange := tempMinRange
      • maxRange := tempMaxRange
    • (increase pointers[idx] by 1)
    • if pointers[idx] is same as size of nums[idx], then −
      • Come out from the loop
    • Otherwise
      • tempMaxRange := maximum of tempMaxRange and nums[idx, pointers[idx]]
      • insert { nums[idx, pointers[idx]], idx } into pq
  • Define an array ans of size 2
  • ans[0] := minRange, ans[1] := maxRange
  • return ans

Let us see the following implementation to get better understanding −

Example

 Live Demo

#include <bits/stdc++.h>
using namespace std;
void print_vector(vector<auto> v){
   cout << "[";
   for(int i = 0; i<v.size(); i++){
      cout << v[i] << ", ";
   }
   cout << "]"<<endl;
}
struct Comparator{
   bool operator() (pair <int, int> a, pair <int, int> b){
      return !(a.first < b.first);
   }
};
class Solution {
public:
   vector<int> smallestRange(vector<vector<int>>& nums) {
      int minRange = INT_MAX;
      int maxRange = INT_MIN;
      int rangeSize = INT_MAX;
      int tempMinRange, tempMaxRange, tempRangeSize;
      tempMinRange = INT_MAX;
      tempMaxRange = INT_MIN;
      int n = nums.size();
      vector <int> pointers(n);
      priority_queue < pair <int, int>, vector < pair <int, int> >, Comparator > pq;
      for(int i = 0; i < n; i++){
         pq.push({nums[i][0], i});
         tempMaxRange = max(tempMaxRange, nums[i][0]);
      }
      while(1){
         pair <int, int> temp = pq.top();
         pq.pop();
         tempMinRange = temp.first;
         int idx = temp.second;
         if(tempMaxRange - tempMinRange < rangeSize){
            rangeSize = tempMaxRange - tempMinRange;
            minRange = tempMinRange;
            maxRange = tempMaxRange;
         }
         pointers[idx]++;
         if(pointers[idx] == nums[idx].size())break;
         else{
            tempMaxRange = max(tempMaxRange, nums[idx][pointers[idx]]);
            pq.push({nums[idx][pointers[idx]], idx});
         }
      }
      vector <int> ans(2);
      ans[0] = minRange;
      ans[1] = maxRange;
      return ans;
   }
};
main(){
   Solution ob;
   vector<vector<int>> v = {{4,10,15,25,26},{0,9,14,20},{5,18,24,30}};
   print_vector(ob.smallestRange(v));
}

Input

{{4,10,15,25,26},{0,9,14,20},{5,18,24,30}};

Output

[14, 18, ]
raja
Published on 01-Jun-2020 15:18:04
Advertisements