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.
Note: You may not slant the container and n is at least 2.
Solution1
很容易想到的方法就是，每两个点之间作计算，最终找出最大值。
算法复杂度为O(n2)
class Solution(object):
def maxArea(self, height):
"""
:type height: List[int]
:rtype: int
"""
mmax = 0
for i in range(len(height)):
for j in range(i + 1, len(height)):
mmax = max(mmax, (j - i) * min(height[i], height[j]))
return mmax
Solution2
抓住问题的本质，将问题简化，如下算法复杂度为O(n)
class Solution(object):
def maxArea(self, height):
"""
:type height: List[int]
:rtype: int
"""
mmax = 0
i = 0
j = len(height) - 1
while i < j:
mmax = max(mmax, (j - i) * min(height[i], height[j]))
if height[i] < height[j]:
i += 1
else:
j -= 1
return mmax
思路
- The widest container (using first and last line) is a good candidate, because of its width. Its water level is the height of the smaller one of first and last line.
- All other containers are less wide and thus would need a higher water level in order to hold more water.
- The smaller one of first and last line doesn't support a higher water level and can thus be safely removed from further consideration.
