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Container With Most Water.java
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/*
Description
Given n non-negative integers a1, a2, ..., an, where each represents a point at coordinate (i, ai).
n vertical lines are drawn such that the two endpoints of line i is at (i, ai) and (i, 0).
Find two lines, which together with x-axis forms a container, such that the container contains the most water.
Notice
You may not slant the container.
Example
Given [1,3,2], the max area of the container is 2.
Tags
Two Pointers Array
*/
/**
* Approach: Two Pointers
* Algorithm:
* The intuition behind this approach is that the area formed between the lines will always be limited by the height of the shorter line.
* Further, the farther the lines, the more will be the area obtained.
* We take two pointers, one at the beginning and one at the end of the array constituting the length of the lines.
* Futher, we maintain a variable maxarea to store the maximum area obtained till now.
* At every step, we find out the area formed between them,
* update maxarea and move the pointer pointing to the shorter line towards the other end by one step.
*
* How this approach works?
* Initially we consider the area constituting the exterior most lines.
* Now, to maximize the area, we need to consider the area between the lines of larger lengths.
* If we try to move the pointer at the longer line inwards, we won't gain any increase in area, since it is limited by the shorter line.
* But moving the shorter line's pointer could turn out to be beneficial, as per the same argument, despite the reduction in the width.
* This is done since a relatively longer line obtained by moving the shorter line's pointer might overcome the reduction in area caused by the width reduction.
*
* Complexity Analysis
* Time complexity : O(n). Single pass.
* Space complexity : O(1). Constant space is used.
*/
public class Solution {
/*
* @param heights: a vector of integers
* @return: an integer
*/
public int maxArea(int[] heights) {
if (heights == null || heights.length == 0) {
return 0;
}
int maxArea = 0;
int left = 0, right = heights.length - 1;
while (left < right) {
maxArea = Math.max(maxArea, Math.min(heights[left], heights[right]) * (right - left));
if (heights[left] < heights[right]) {
left++;
} else {
right--;
}
}
return maxArea;
}
}