376. Wiggle Subsequence

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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: 6The entire sequence is a wiggle sequence.Input: [1,17,5,10,13,15,10,5,16,8]Output: 7There 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: 2Follow up:Can you do it in O(n) time?
  • 这一题总体比较简单,用动态规划找出递归关系即可。
  • nums[i] > nums[i-1], 需要查找(0~i-1)序列中的最大序列,需要考虑递增和递减的关系。len[i]表示数列(0~i)的最长序列。flag[i]用来表示符号位,表示最长序列的最后一位是递增还是递减.
class Solution {public:    int wiggleMaxLength(vector<int>& nums) {        int n = nums.size();        vector<int> len(n,0);        vector<int> flag(n,-1);        if(n <= 1){            return n;        }        if(nums[1] == nums[0]){            len[1] = 1;            flag[1] = -1;        }        //the current element is bigger than the preive element        if(nums[1] > nums[0]){            flag[1] = 1;             len[1] = 2;        }        //the current element is smaller than the preive element        if(nums[1] < nums[0]){            flag[1] = 0;             len[1] = 2;        }        for(int i = 2; i < n; ++i){            //cout<<nums[i]<<","<<end[i-1]<<endl;            if(nums[i] > nums[i-1]){                if(flag[i-1] == 0){                    len[i] = len[i-1] + 1;                   flag[i] = 1;                }                if(flag[i-1] == 1){                    len[i] = len[i-1] ;                   flag[i] = 1;                }                if(flag[i-1] == -1){                    len[i] = len[i-1] + 1;                   flag[i] = 1;                }            }            if(nums[i] < nums[i-1]){                if(flag[i-1] == 1){                    len[i] = len[i-1] + 1;                    flag[i] = 0;                }                if(flag[i-1] == 0){                    len[i] = len[i-1];                    flag[i] = 0;                }                if(flag[i-1] == -1){                    len[i] = len[i-1] + 1;                   flag[i] = 0;                }            }            if(nums[i] == nums[i-1]){                 len[i] = len[i-1] ;                 flag[i] = flag[i-1];            }        }        return len[n-1];    }};
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