题目如下:
Given an array
numsof integers, you can perform operations on the array.In each operation, you pick any
nums[i]and delete it to earnnums[i]points. After, you must delete every element equal tonums[i] - 1ornums[i] + 1.You start with 0 points. Return the maximum number of points you can earn by applying such operations.
Example 1:
Input: nums = [3, 4, 2] Output: 6 Explanation: Delete 4 to earn 4 points, consequently 3 is also deleted. Then, delete 2 to earn 2 points. 6 total points are earned.Example 2:
Input: nums = [2, 2, 3, 3, 3, 4] Output: 9 Explanation: Delete 3 to earn 3 points, deleting both 2's and the 4. Then, delete 3 again to earn 3 points, and 3 again to earn 3 points. 9 total points are earned.Note:
- The length of
numsis at most20000.- Each element
nums[i]is an integer in the range[1, 10000].
解题思路:动态规划。首先我们把可以获得积分的删除为主动删除,不能获得积分的删除为被动删除。记dp[i][0] = v 表示被动删除值为i时,在nums中所有元素值为1~i时可以获得最大积分v,而dp[i][1] = v为主动删除i时获得的最大积分,那么有,
1. 被动删除i:那么i-1只能是主动删除,有dp[i][0] = dp[i-1][1]
2.主动删除i:i-1只能是被动删除,有dp[i][1] = dp[i-1][0] + 删除i可获得的积分
代码如下:
class Solution(object):
def deleteAndEarn(self, nums):
"""
:type nums: List[int]
:rtype: int
"""
if len(nums) == 0: return 0
dic = {}
max_val = 0
for i in nums:
max_val = max(max_val,i)
dic[i] = dic.setdefault(i,0) + 1
uniq = range(1,max_val+1)
dp = [[0] * 2 for _ in uniq]
#0 : won't pick; 1:pick
dp[0][0] = 0
dp[0][1] = uniq[0] * dic.get(uniq[0],0)
for i in range(1,len(dp)):
dp[i][0] = max(dp[i-1][0],dp[i-1][1])
dp[i][1] = dp[i-1][0] + uniq[i] * dic.get(uniq[i],0)
return max(dp[-1])