Question :
Say you have an array for which theithelement is the price of a given stock on dayi.
Design an algorithm to find the maximum profit. You may complete at mosttwotransactions.
Note:
You may not engage in multiple transactions at the same time (ie, you must sell the stock before you buy again).
Anwser 1 :
class Solution { public: int maxProfit(vector<int> &prices) { // Start typing your C/C++ solution below // DO NOT write int main() function if (prices.size() == 0) return 0; vector<int> f1(prices.size()); vector<int> f2(prices.size()); int minV = prices[0]; f1[0] = 0; for(int i = 1; i < prices.size(); i++) { minV = min(minV, prices[i]); f1[i] = max(f1[i-1], prices[i] - minV); } int maxV = prices[prices.size()-1]; f2[f2.size()-1] = 0; for(int i = prices.size() - 2; i >= 0; i--) { maxV = max(prices[i], maxV); f2[i] = max(f2[i+1], maxV - prices[i]); } int sum = 0; for(int i = 0; i < prices.size(); i++) sum = max(sum, f1[i] + f2[i]); return sum; } };
说明:
array[] = { 2, 5, 3, 8, 9, 4 }
f1[] = { 0, 3, 1, 6, 7, 2 } = { 0, 3, 3, 6, 7, 7 }
f2[] = { 7, 4, 6, 1, 0, 0 } = { 7, 6, 6, 1, 0, 0 }
max = { 7, 9, 9, 7, 7, 7 }