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413. Arithmetic Slices(python+cpp)

題目:

A sequence of number is called arithmetic if it consists of at least three elements and if the difference between any two consecutive elements is the same.
For example, these are arithmetic sequence:

1, 3, 5, 7, 9 
7, 7, 7, 7 
3, -1, -5, -9 

The following sequence is not arithmetic.

1, 1, 2, 5, 7

A zero-indexed array A consisting of N numbers is given. A slice of that array is any pair of integers (P, Q) such that 0 <= P < Q < N.
A slice (P, Q) of array A is called arithmetic if the sequence: A[P],A[p + 1], …, A[Q - 1], A[Q] is arithmetic. In particular, this means that P + 1 < Q.
The function should return the number of arithmetic slices in the array A

.
Example:

A = [1, 2, 3, 4]
return: 3, for 3 arithmetic slices in A: [1, 2, 3], [2, 3, 4] and [1,2, 3, 4] itself.

解釋:
動態規劃
解法1:
用DP來做,定義一個一維dp陣列,其中dp[i]表示,到i位置為止的Arithmetic Slices的個數,那麼我們從第三個數字開始遍歷,如果當前數字和之前兩個數字構成Arithmetic Slices,那麼我們更新dp[i]dp[i-1]+1
dp[i]=dp[i-1]+1可以理解為,當A[i]可以和A[i-1]以及A[i-2]

構成Arithmetic Slices的時候,那麼能和A[i-1]構成Arithmetic Slices的元素必定能和A[i]構成算數切片,所以有個dp[i-1],除此之外,當前這個最新元素還可以和它前面的兩個元素構成Arithmetic Slices,而它前面的兩個元素在dp[i-1]的時候只有兩個元素,無法構成Arithmetic Slices,故+1。
然後res累加上dp[i]的值即可
解法2:
還可以進一步優化空間,由於dp[i]只和dp[i-1]有關,所以可以用一個變數來代替上面的陣列,原理都一樣。
python程式碼:

class Solution(object):
    def numberOfArithmeticSlices(self, A):
        """
        :type A: List[int]
        :rtype: int
        """
        #解法1:
        len_A=len(A)
        if len_A<3:
            return 0
        dp=[0]*len_A
        result=0
        for i in xrange(2,len_A):
            if 2*A[i-1]==A[i-2]+A[i]:
                dp[i]=dp[i-1]+1
            result+=dp[i]
        return result 
class Solution(object):
    def numberOfArithmeticSlices(self, A):
        """
        :type A: List[int]
        :rtype: int
        """
        #解法2:
        len_A=len(A)
        if len_A<3:
            return 0
        cur=0
        result=0
        for i in xrange(2,len_A):
            if A[i-1]*2==A[i]+A[i-2]:
                cur+=1
                result+=cur
            else:
                cur=0
        return result

c++程式碼:

class Solution {
public:
    int numberOfArithmeticSlices(vector<int>& A) {
        //解法1
        int len_A=A.size();
        if (len_A<3)
            return 0;
        int result=0;
        vector<int>dp(len_A,0);
        for (int i =2;i<len_A;i++)
        {
            if(2*A[i-1]==A[i-2]+A[i])
                dp[i]=dp[i-1]+1;
            result+=dp[i];
        }
        return result;
    }
};
class Solution {
public:
    int numberOfArithmeticSlices(vector<int>& A) {
        //解法2
        int len_A=A.size();
        if (len_A<3)
            return 0;
        int result=0;
        int cur=0;
        for (int i =2;i<len_A;i++)
        {
            if(2*A[i-1]==A[i-2]+A[i])
                cur+=1;
            else 
                cur=0;
            result+=cur;
        }
        return result;
    }
};

總結: