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【LeetCode with Python】 Container With Most Water

2014-07-06 14:33 302 查看
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原题页面:https://oj.leetcode.com/problems/container-with-most-water/

题目类型:两指针问题

难度评价:★★★

本文地址:/article/1377510.html

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 linei 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.

Note: You may not slant the container.

用两个指针从数组的左边和右边开始,向中间搜索。依据的理由有两点:

1、因为一开始底边长就已经是最大,两个指针向中间移动的时候,底边长只会变短,因此如果此时面积要变大的话,只能是两条高中的最短者比移动前的最短高更高,否则就无需考察,直接continue到下一次的循环。

2、因此,每次选择移动左指针还是右指针,优先选择当前高度最短的那个,以期寻找到更高的边。如果此时选择移动当前高度最高的那个,就有可能跳过了最优解。

class Solution:
    # @return an integer
    def maxArea(self, height):
        len_height = len(height)
        if 1 == len_height:
            return 0
        max_area = 0
        left_index = 0
        right_index = len_height - 1
        while left_index < right_index:
            if height[left_index] < height[right_index]:
                area = (right_index - left_index) * height[left_index]
                left_index += 1
            else:
                area = (right_index - left_index) * height[right_index]
                right_index -= 1
            if area > max_area:
                    max_area = area
        return max_area
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