Minimum distance to travel to cover all intervals
Given many intervals as ranges and our position. We need to find minimum distance to travel to reach such a point which covers all the intervals at once.
Examples:
Input : Intervals = [(0, 7), (2, 14), (4, 6)] Position = 3 Output : 1 We can reach position 4 by travelling distance 1, at which all intervals will be covered. So answer will be 1 Input : Intervals = [(1, 2), (2, 3), (3, 4)] Position = 2 Output : -1 It is not possible to cover all intervals at once at any point Input : Intervals = [(1, 2), (2, 3), (1, 4)] Position = 2 Output : 0 All Intervals are covered at current position only so no need travel and answer will be 0 All above examples are shown in below diagram.
We can solve this problem by concentrating only on endpoints. Since the requirement is to cover all intervals by reaching a point, all intervals must a share a point for answer to exist. Even the interval with leftmost end point must overlap with the interval right most start point.
First, we find right most start point and left most end point from all intervals. Then we can compare our position with these points to get the result which is explained below :
- If this right most start point is to the right of left most end point then it is not possible to cover all intervals simultaneously. (as in example 2)
- If our position is in mid between to right most start and left most end then there is no need to travel and all intervals will be covered by current position only (as in example 3)
- If our position is left to both points then we need to travel up to the rightmost start point and if our position is right to both points then we need to travel up to leftmost end point.
Refer above diagram to understand these cases. As in the first example, right most start is 4 and left most end is 6, so we need to reach 4 from current position 3 to cover all intervals.
Please see the below code for a better understanding.
C++
// C++ program to find minimum distance to // travel to cover all intervals #include <bits/stdc++.h> using namespace std; // structure to store an interval struct Interval { int start, end; Interval( int start, int end) : start(start), end(end) {} }; // Method returns minimum distance to travel // to cover all intervals int minDistanceToCoverIntervals(Interval intervals[], int N, int x) { int rightMostStart = INT_MIN; int leftMostEnd = INT_MAX; // looping over all intervals to get right most // start and left most end for ( int i = 0; i < N; i++) { if (rightMostStart < intervals[i].start) rightMostStart = intervals[i].start; if (leftMostEnd > intervals[i].end) leftMostEnd = intervals[i].end; } int res; /* if rightmost start > leftmost end then all intervals are not aligned and it is not possible to cover all of them */ if (rightMostStart > leftMostEnd) res = -1; // if x is in between rightmoststart and // leftmostend then no need to travel any distance else if (rightMostStart <= x && x <= leftMostEnd) res = 0; // choose minimum according to current position x else res = (x < rightMostStart) ? (rightMostStart - x) : (x - leftMostEnd); return res; } // Driver code to test above methods int main() { int x = 3; Interval intervals[] = {{0, 7}, {2, 14}, {4, 6}}; int N = sizeof (intervals) / sizeof (intervals[0]); int res = minDistanceToCoverIntervals(intervals, N, x); if (res == -1) cout << "Not Possible to cover all intervals\n" ; else cout << res << endl; } |
Java
// Java program to find minimum distance // to travel to cover all intervals import java.util.*; class GFG{ // Structure to store an interval static class Interval { int start, end; Interval( int start, int end) { this .start = start; this .end = end; } }; // Method returns minimum distance to // travel to cover all intervals static int minDistanceToCoverIntervals(Interval intervals[], int N, int x) { int rightMostStart = Integer.MIN_VALUE; int leftMostEnd = Integer.MAX_VALUE; // Looping over all intervals to get // right most start and left most end for ( int i = 0 ; i < N; i++) { if (rightMostStart < intervals[i].start) rightMostStart = intervals[i].start; if (leftMostEnd > intervals[i].end) leftMostEnd = intervals[i].end; } int res; // If rightmost start > leftmost end then // all intervals are not aligned and it // is not possible to cover all of them if (rightMostStart > leftMostEnd) res = - 1 ; // If x is in between rightmoststart and // leftmostend then no need to travel // any distance else if (rightMostStart <= x && x <= leftMostEnd) res = 0 ; // Choose minimum according to // current position x else res = (x < rightMostStart) ? (rightMostStart - x) : (x - leftMostEnd); return res; } // Driver code public static void main(String[] args) { int x = 3 ; Interval []intervals = { new Interval( 0 , 7 ), new Interval( 2 , 14 ), new Interval( 4 , 6 ) }; int N = intervals.length; int res = minDistanceToCoverIntervals( intervals, N, x); if (res == - 1 ) System.out.print( "Not Possible to " + "cover all intervals\n" ); else System.out.print(res + "\n" ); } } // This code is contributed by Rajput-Ji |
Python3
# Python program to find minimum distance to # travel to cover all intervals # Method returns minimum distance to travel # to cover all intervals def minDistanceToCoverIntervals(Intervals, N, x): rightMostStart = Intervals[ 0 ][ 0 ] leftMostStart = Intervals[ 0 ][ 1 ] # looping over all intervals to get right most # start and left most end for curr in Intervals: if rightMostStart < curr[ 0 ]: rightMostStart = curr[ 0 ] if leftMostStart > curr[ 1 ]: leftMostStart = curr[ 1 ] # if rightmost start > leftmost end then all # intervals are not aligned and it is not # possible to cover all of them if rightMostStart > leftMostStart: res = - 1 # if x is in between rightmoststart and # leftmostend then no need to travel any distance else if rightMostStart < = x and x < = leftMostStart: res = 0 # choose minimum according to current position x else : res = rightMostStart - x if x < rightMostStart else x - leftMostStart return res # Driver code to test above methods Intervals = [[ 0 , 7 ], [ 2 , 14 ], [ 4 , 6 ]] N = len (Intervals) x = 3 res = minDistanceToCoverIntervals(Intervals, N, x) if res = = - 1 : print ( "Not Possible to cover all intervals" ) else : print (res) # This code is contributed by rj13to. |
C#
// C# program to find minimum distance // to travel to cover all intervals using System; class GFG{ // Structure to store an interval public class Interval { public int start, end; public Interval( int start, int end) { this .start = start; this .end = end; } }; // Method returns minimum distance to // travel to cover all intervals static int minDistanceToCoverIntervals( Interval []intervals, int N, int x) { int rightMostStart = int .MinValue; int leftMostEnd = int .MaxValue; // Looping over all intervals to get // right most start and left most end for ( int i = 0; i < N; i++) { if (rightMostStart < intervals[i].start) rightMostStart = intervals[i].start; if (leftMostEnd > intervals[i].end) leftMostEnd = intervals[i].end; } int res; // If rightmost start > leftmost end then // all intervals are not aligned and it // is not possible to cover all of them if (rightMostStart > leftMostEnd) res = -1; // If x is in between rightmoststart and // leftmostend then no need to travel // any distance else if (rightMostStart <= x && x <= leftMostEnd) res = 0; // Choose minimum according to // current position x else res = (x < rightMostStart) ? (rightMostStart - x) : (x - leftMostEnd); return res; } // Driver code public static void Main(String[] args) { int x = 3; Interval []intervals = { new Interval(0, 7), new Interval(2, 14), new Interval(4, 6) }; int N = intervals.Length; int res = minDistanceToCoverIntervals( intervals, N, x); if (res == -1) Console.Write( "Not Possible to " + "cover all intervals\n" ); else Console.Write(res + "\n" ); } } // This code is contributed by shikhasingrajput |
Javascript
<script> // JavaScript program to find minimum distance to // travel to cover all intervals // Method returns minimum distance to travel // to cover all intervals function minDistanceToCoverIntervals(Intervals, N, x){ let rightMostStart = Intervals[0][0] let leftMostStart = Intervals[0][1] // looping over all intervals to get right most // start and left most end for (let curr of Intervals){ if (rightMostStart < curr[0]) rightMostStart = curr[0] if (leftMostStart > curr[1]) leftMostStart = curr[1] } let res; // if rightmost start > leftmost end then all // intervals are not aligned and it is not // possible to cover all of them if (rightMostStart > leftMostStart) res = -1 // if x is in between rightmoststart and // leftmostend then no need to travel any distance else if (rightMostStart <= x && x <= leftMostStart) res = 0 // choose minimum according to current position x else res = (x < rightMostStart)?rightMostStart-x : x-leftMostStart return res } // Driver code to test above methods let Intervals = [[0, 7], [2, 14], [4, 6]] let N = Intervals.length let x = 3 let res = minDistanceToCoverIntervals(Intervals, N, x) if (res == -1) document.write( "Not Possible to cover all intervals" , "<br>" ) else document.write(res) // This code is contributed by shinjanpatra </script> |
Output:
1
Time Complexity: O(N)
Auxiliary Space: O(N)
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