Say you have an array for which the number i element is the price of a given stock on day i.
Design an algorithm to find the maximum profit. You may complete at most two transactions.
Example:
Input: [3,3,5,0,0,3,1,4]
Output: 6
Explanation: Buy on day 4 (price = 0) and sell on day 6 (price = 3), profit = 3-0 = 3.
Then buy on day 7 (price = 1) and sell on day 8 (price = 4), profit = 4-1 = 3.
Input: [1,2,3,4,5]
Output: 4
Explanation: Buy on day 1 (price = 1) and sell on day 5 (price = 5), profit = 5-1 = 4.
Note that you cannot buy on day 1, buy on day 2 and sell them later, as you are
engaging multiple transactions at the same time. You must sell before buying again.
Note:
You may not engage in multiple transactions at the same time (i.e., you must sell the stock before you buy again).
解释下题目:
做两笔交易,获得最大的收益
1. 动态规划
实际耗时:3ms
public int maxProfit(int[] prices) {
int buy1 = Integer.MIN_VALUE, buy2 = Integer.MIN_VALUE;
int sell1 = 0, sell2 = 0;
for (int i : prices) {
//如果我们进行了第二次出售可以获得的总钱数
sell2 = Math.max(sell2, buy2 + i);
//如果我们进行了第二次购入可以获得的总钱数
buy2 = Math.max(buy2, sell1 - i);
//---------------分割线---------------------
//如果我们进行了第一次出售可以获得的总钱数
sell1 = Math.max(sell1, buy1 + i);
//如果我们进行了第一次购入可以获得的总钱数
buy1 = Math.max(buy1, -i);
}
return sell2;
}
思路在注释里,很好懂