Problem

There are 3n piles of coins of varying size, you and your friends will take piles of coins as follows:

  • In each step, you will choose any 3 piles of coins (not necessarily consecutive).
  • Of your choice, Alice will pick the pile with the maximum number of coins.
  • You will pick the next pile with the maximum number of coins.
  • Your friend Bob will pick the last pile.
  • Repeat until there are no more piles of coins.

Given an array of integers piles where piles[i] is the number of coins in the iᵗʰ pile.

Return the maximum number of coins that you can have.

https://leetcode.cn/problems/maximum-number-of-coins-you-can-get/

Example 1:

Input: piles = [2,4,1,2,7,8]
Output: 9
Explanation: Choose the triplet (2, 7, 8), Alice Pick the pile with 8 coins, you the pile with 7 coins and Bob the last one.
Choose the triplet (1, 2, 4), Alice Pick the pile with 4 coins, you the pile with 2 coins and Bob the last one.
The maximum number of coins which you can have are: 7 + 2 = 9.
On the other hand if we choose this arrangement (1, 2, 8), (2, 4, 7) you only get 2 + 4 = 6 coins which is not optimal.

Example 2:

Input: piles = [2,4,5]
Output: 4

Example 3:

Input: piles = [9,8,7,6,5,1,2,3,4]
Output: 18

Constraints:

  • 3 <= piles.length <= 10⁵
  • piles.length % 3 == 0
  • 1 <= piles[i] <= 10⁴

Test Cases

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class Solution:
def maxCoins(self, piles: List[int]) -> int:
solution_test.py
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import pytest

from solution import Solution


@pytest.mark.parametrize('piles, expected', [
([2,4,1,2,7,8], 9),
([2,4,5], 4),
([9,8,7,6,5,1,2,3,4], 18),
])
@pytest.mark.parametrize('sol', [Solution()])
def test_solution(sol, piles, expected):
assert sol.maxCoins(piles.copy()) == expected

Thoughts

每次都取最大的两堆和最小的一堆,可以得到的硬币总数最多。

先对 piles 逆序排序,从第二大开始隔一个取一个,取 piles / 3 次即为可以得到的硬币总数。

时间复杂度 O(n log n),做 in-place 排序额外的空间复杂度 O(1)

Code

solution.py
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class Solution:
def maxCoins(self, piles: list[int]) -> int:
piles.sort(reverse=True)
return sum(piles[i] for i in range(1, len(piles) // 3 * 2, 2))