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376. Wiggle Subsequence -Medium

2019-11-14 11:07:42
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Question

A sequence of numbers is called a wiggle sequence if the differences between successive numbers strictly alternate between positive and negative. The first difference (if one exists) may be either positive or negative. A sequence with fewer than two elements is trivially a wiggle sequence.

For example, [1,7,4,9,2,5] is a wiggle sequence because the differences (6,-3,5,-7,3) are alternately positive and negative. In contrast, [1,4,7,2,5] and [1,7,4,5,5] are not wiggle sequences, the first because its first two differences are positive and the second because its last difference is zero.

Given a sequence of integers, return the length of the longest subsequence that is a wiggle sequence. A subsequence is obtained by deleting some number of elements (eventually, also zero) from the original sequence, leaving the remaining elements in their original order.

如果一個連續(xù)序列的數(shù)字之間的差值按照正負交替出現(xiàn),這個序列稱為搖擺序列。搖擺序列的第一個差值既可以是正也可以是負。兩個元素的序列也稱為搖擺序列。給出一個正整數(shù)序列,返回最長搖擺子序列的長度。(子序列允許通過刪除一些元素得到剩余的序列)

Example

Input: [1,7,4,9,2,5] Output: 6 The entire sequence is a wiggle sequence.


Input: [1,17,5,10,13,15,10,5,16,8] Output: 7 There are several subsequences that achieve this length. One is [1,17,10,13,10,16,8].


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

Solution

這道題用dp解。思路如下:每當新加入一個序列中的元素,只會有3種狀態(tài)

nums[i] > nums[i - 1],即向上搖擺nums[i] < nums[i - 1],即向下?lián)u擺nums[i] = nums[i - 1],不搖擺

那么我們需要每次加入新元素時分別記錄向上搖擺up和向下?lián)u擺down的最長序列的長度

如果向上搖擺,up = down + 1如果向下?lián)u擺,down = up + 1如果不搖擺,跳過class Solution(object): def wiggleMaxLength(self, nums): """ :type nums: List[int] :rtype: int """ if len(nums) == 0: return 0 up, down = 1, 1 for index_n in range(1, len(nums)): if nums[index_n] > nums[index_n - 1]: up = down + 1 elif nums[index_n] < nums[index_n - 1]: down = up + 1 return max(down, up)
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