
Problem Statement
Imagine we have a wooden plank with a length of n
units. Several ants are located at various points on this plank, some moving towards the left and others towards the right with a uniform speed of 1 unit per second. Key dynamics occur when these ants meet: they instantly switch directions without losing time. However, the primary objective is to determine when the last ant falls off either end of the plank. Specifically, the challenge posits finding out the exact second the last ant departs from the plank, given that upon reaching any end, an ant will immediately fall off.
Examples
Example 1
Input:
n = 4, left = [4,3], right = [0,1]
Output:
4
Explanation:
In the image above: -The ant at index 0 is named A and going to the right. -The ant at index 1 is named B and going to the right. -The ant at index 3 is named C and going to the left. -The ant at index 4 is named D and going to the left. The last moment when an ant was on the plank is t = 4 seconds. After that, it falls immediately out of the plank. (i.e., We can say that at t = 4.0000000001, there are no ants on the plank).
Example 2
Input:
n = 7, left = [], right = [0,1,2,3,4,5,6,7]
Output:
7
Explanation:
All ants are going to the right, the ant at index 0 needs 7 seconds to fall.
Example 3
Input:
n = 7, left = [0,1,2,3,4,5,6,7], right = []
Output:
7
Explanation:
All ants are going to the left, the ant at index 7 needs 7 seconds to fall.
Constraints
1 <= n <= 104
0 <= left.length <= n + 1
0 <= left[i] <= n
0 <= right.length <= n + 1
0 <= right[i] <= n
1 <= left.length + right.length <= n + 1
- All values of
left
andright
are unique, and each value can appear only in one of the two arrays.
Approach and Intuition
To tackle this problem, consider the following insights and approach based on given examples and constraints:
Ant Direction Irrelevance in Time Determination: When ants meet and switch directions, it doesn't affect the time it takes for them to fall off. This might initially seem counterintuitive, but the switch in direction does not change the total distance an ant needs to travel to reach the edge of the plank. Therefore, you only need to calculate the maximum time it would take for an ant, regardless of initial direction, to reach an end.
Calculating Time for Each Ant: For ants moving to the left, the time to fall off the left edge is simply their starting position
p
(time =p
). For ants moving to the right, the time to reach the right end isn - p
wherep
is the starting position.Finding the Maximum Time: Given the arrays
left
andright
which denote starting positions of ants moving left and right respectively, compute the maximum time as follows:- For each position in
left
, calculate the time taken to reach the left end. - For each position in
right
, calculate the time to reach the right end. - The answer to when the last ant falls off is the maximum value among all computed times.
- For each position in
Edge Cases: Consider these special scenarios:
- All ants are moving in one direction (either all in
left
or all inright
): Here, the last ant’s exit time would be either the farthest one’s position from the left or the time it takes for the right-most ant to hit the right end, respectively. - No ants on the plank: Although not explicitly mentioned in constraints, if handled, this would trivially return zero since no ant needs to fall off.
- Plank length of minimum or maximum limit (
n = 1
orn = 104
): Testing the boundaries might give insights into performance for minimal or maximal inputs.
- All ants are moving in one direction (either all in
By constructing our solution based on these observations, we can efficiently find out when the last ant will fall off the plank without having to simulate each interaction between ants.
Solutions
- C++
- Java
- Python
class Solution {
public:
int finalMoment(int length, vector<int>& leftAnts, vector<int>& rightAnts) {
int maxTime = 0;
for (int lAnt : leftAnts) {
maxTime = max(maxTime, lAnt);
}
for (int rAnt : rightAnts) {
maxTime = max(maxTime, length - rAnt);
}
return maxTime;
}
};
This solution is implemented in C++ for the problem where ants walk on a plank and we need to determine the last moment before all ants fall off. The plank is of a specified length
, and the positions of ants moving to the left and right are given in two separate vectors leftAnts
and rightAnts
.
The function finalMoment
takes these inputs and calculates the maximum time it will take for the last ant to fall off the plank. Here's what happens in the code:
- Initialize
maxTime
to 0. This variable will track the maximum amount of time taken by any ant to fall off. - Loop through each ant in
leftAnts
. UpdatemaxTime
to the greater value between its current value and the positionlAnt
of the current ant. This represents the time at which an ant that started on positionlAnt
on the left side will fall off the right end of the plank. - Similarly, loop through each ant in
rightAnts
, but this time calculate the time it takes for each right-moving ant to reach the left end. UpdatemaxTime
to the greater value between its current value andlength - rAnt
. This gives the time it would take the ant to fall from its starting position to the left end of the plank. - Return
maxTime
, which by the end of the function will be the time it takes for the last ant to fall off the plank.
The solution efficiently calculates the required time by considering the maximum time needed for any single ant to leave the plank, ensuring it covers all scenarios by taking the straightforward paths of left-moving and right-moving ants into account.
class Solution {
public int calculateLastMoment(int length, int[] leftAnts, int[] rightAnts) {
int lastMomentTime = 0;
for (int position : leftAnts) {
lastMomentTime = Math.max(lastMomentTime, position);
}
for (int position : rightAnts) {
lastMomentTime = Math.max(lastMomentTime, length - position);
}
return lastMomentTime;
}
}
The provided Java program solves the problem of determining the last moment before all ants fall off a plank. The plank is given a specific length, and ants are falling from both the left and right sides. The function calculateLastMoment
accepts the length of the plank and two arrays representing the positions of ants starting from the left and the right.
- Initialize
lastMomentTime
to 0, which will store the maximum time taken for any ant to fall off the plank. - Loop through all positions in
leftAnts
, and updatelastMomentTime
to be the maximum value between the currentlastMomentTime
and the position of the current ant from the left end. - Similarly, loop through all positions in
rightAnts
. Here, the time for an ant to fall off from the right side is calculated as the difference between the plank length and the ant's position (length - position
). UpdatelastMomentTime
accordingly to ensure it holds the maximum fall time.
This approach leverages the fact that an ant's maximum fall time is simply the maximum distance it has to travel to fall off the plank, irrespective of other ants' positions or directions. The algorithm efficiently calculates this value using simple iterations and comparisons and returns the result, ensuring an optimal and direct solution to the problem.
class Solution:
def findLastTime(self, length: int, leftCrickets: List[int], rightCrickets: List[int]) -> int:
lastTime = 0
for leftPosition in leftCrickets:
lastTime = max(lastTime, leftPosition)
for rightPosition in rightCrickets:
lastTime = max(lastTime, length - rightPosition)
return lastTime
The Python3 solution provided for the problem titled "Last Moment Before All Ants Fall Out of a Plank" calculates the time just before all ants fall off from both ends of a given plank.
length
: the total length of the plankleftCrickets
: a list of start positions for ants moving to the leftrightCrickets
: a list of start positions for ants moving to the right
The function findLastTime
uses the following approach:
- Initialize a variable
lastTime
to zero to store the maximum time taken for an ant to fall off the plank. - Iterate through each ant's position in
leftCrickets
:- Update
lastTime
to be the maximum oflastTime
and the ant's positionleftPosition
, which directly indicates the time taken by the ant to fall if moving leftward.
- Update
- Iterate through each ant's position in
rightCrickets
:- Calculate the time for the ant to fall off from the right end by subtracting its position from
length
and updatelastTime
accordingly.
- Calculate the time for the ant to fall off from the right end by subtracting its position from
The function finally returns lastTime
, which is the maximum time needed for all ants to fall off the plank either from the left or right end.
No comments yet.