376. Wiggle Subsequence
2016-07-26 12:48
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376. Wiggle Subsequence
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.
Examples:
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
Follow up:
Can you do it in O(n) time?
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Dynamic Programming Greedy
Solution: the last element in a continuous up/down series will be used as a turn point.
public class Solution { public int wiggleMaxLength(int[] nums) { if(nums == null) return 0; if(nums.length <=1) return nums.length; int second = 1; //find the first number that is not equal to nums[0] while(second < nums.length) { if(nums[second] != nums[0]) break; ++second; } if(second == nums.length) return 1; //every number is the same int prevDiff = nums[second] - nums[0]; int previous = second; int len = 2; for(int i = second+1; i<nums.length; ++i) { int diff = nums[i] - nums[previous]; if(diff == 0) continue; if((diff<0&&prevDiff>0) || (diff>0&&prevDiff<0)) { //if there is a turn. ++len; prevDiff = diff; } previous = i; } return len; } }
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